Publications

@article{DBLP:journals/sj/CaoLWXYBW26,
  author       = {Xin Cao and
  He Luo and
  Guoqiang Wang and
  Shan Xue and
  Jian Yang and
  Amin Beheshti and
  Jia Wu},
  title        = {A Bidirectional Feedback Actor-Critic Approach for Collaborative Target
  Search in Heterogeneous Intelligent Agent Systems},
  journal      = {{IEEE} Syst. J.},
  volume       = {20},
  number       = {1},
  pages        = {123--134},
  year         = {2026},
  url          = {https://doi.org/10.1109/JSYST.2026.3654182},
  doi          = {10.1109/JSYST.2026.3654182},
}

@article{DBLP:journals/jiat/ShahabikargarBZFJ26,
  author       = {Maryam Shahabikargar and
  Amin Beheshti and
  Xuyun Zhang and
  Jin Foo and
  Alireza Jolfaei},
  title        = {A comprehensive survey on customer churn analysis studies},
  journal      = {J. Inf. Telecommun.},
  volume       = {10},
  number       = {1},
  pages        = {24--70},
  year         = {2026},
  url          = {https://doi.org/10.1080/24751839.2025.2528440},
  doi          = {10.1080/24751839.2025.2528440},
}

@article{DBLP:journals/mlc/LyuXYXYYBW26,
  author       = {Qihua Lyu and
  Cao Xin and
  Yongsheng Yu and
  Shan Xue and
  Jian Yang and
  Zhenyu Yang and
  Amin Beheshti and
  Jia Wu},
  title        = {Adaptive graph search for multi-agent rescue operations in natural
  disaster response},
  journal      = {Int. J. Mach. Learn. Cybern.},
  volume       = {17},
  number       = {7},
  pages        = {338},
  year         = {2026},
  url          = {https://doi.org/10.1007/s13042-026-03142-0},
  doi          = {10.1007/S13042-026-03142-0},
}

@article{DBLP:journals/isci/ForoutanniaSBALL26,
  author       = {Ali Foroutannia and
  Afshin Shoeibi and
  Amin Beheshti and
  Hamid Alinejad{-}Rokny and
  Sai Ho Ling and
  Hak{-}Keung Lam},
  title        = {Advancing autonomous driving systems: {A} 3-dimensional U-Net framework
  for object detection via fusion of camera and LiDAR sensors},
  journal      = {Inf. Sci.},
  volume       = {741},
  pages        = {123215},
  year         = {2026},
  url          = {https://doi.org/10.1016/j.ins.2026.123215},
  doi          = {10.1016/J.INS.2026.123215},
}

@article{DBLP:journals/ijcv/TaoLCTZBHQY26,
  author       = {Zhuo Tao and
  Liang Li and
  Qi Chen and
  Yunbin Tu and
  Zheng{-}Jun Zha and
  Amin Beheshti and
  Qingming Huang and
  Yuankai Qi and
  Ming{-}Hsuan Yang},
  title        = {Collaborative Temporal Consistency Learning for Point-supervised Natural
  Language Video Localization},
  journal      = {Int. J. Comput. Vis.},
  volume       = {134},
  number       = {5},
  pages        = {198},
  year         = {2026},
  url          = {https://doi.org/10.1007/s11263-026-02777-4},
  doi          = {10.1007/S11263-026-02777-4},
}

@article{DBLP:journals/air/TaheriRBBZAMG26,
  author       = {Ahmad Taheri and
  Keyvan RahimiZadeh and
  Jan Baumbach and
  Amin Beheshti and
  Olga I. Zolotareva and
  Mohammed Azmi Al{-}Betar and
  Seyedali Mirjalili and
  Amir H. Gandomi},
  title        = {Farthest better or nearest worse optimizer: a novel metaheuristic
  algorithm},
  journal      = {Artif. Intell. Rev.},
  volume       = {59},
  number       = {2},
  pages        = {79},
  year         = {2026},
  url          = {https://doi.org/10.1007/s10462-025-11443-z},
  doi          = {10.1007/S10462-025-11443-Z},
}

@article{DBLP:journals/tpds/JiaZCSQXBDS26,
  author       = {Yongzhe Jia and
  Xuyun Zhang and
  Cheng Chen and
  Quan Z. Sheng and
  Lianyong Qi and
  Xiaolong Xu and
  Amin Beheshti and
  Wanchun Dou and
  Chunhe Song},
  title        = {FedAOP: Attention-Guided One-Shot Federated Pruning for Heterogeneous
  Edge Clients},
  journal      = {{IEEE} Trans. Parallel Distributed Syst.},
  volume       = {37},
  number       = {6},
  pages        = {1235--1246},
  year         = {2026},
  url          = {https://doi.org/10.1109/TPDS.2026.3678517},
  doi          = {10.1109/TPDS.2026.3678517},
}

@article{DBLP:journals/tomccap/XiangZXBQHD26,
  author       = {Haolong Xiang and
  Xuyun Zhang and
  Xiaolong Xu and
  Amin Beheshti and
  Lianyong Qi and
  Yujie Hong and
  Wanchun Dou},
  title        = {Federated Learning-Based Anomaly Detection with Isolation Forest in
  the IoT-Edge Continuum},
  journal      = {{ACM} Trans. Multim. Comput. Commun. Appl.},
  volume       = {22},
  number       = {1},
  pages        = {5:1--5:19},
  year         = {2026},
  url          = {https://doi.org/10.1145/3702995},
  doi          = {10.1145/3702995},
}

@article{DBLP:journals/array/AlaghaECHMREAB26,
  author       = {Nejad Alagha and
  Aya A. Elkhodiry and
  Abigail Copiaco and
  Yassine Himeur and
  Wathiq Mansoor and
  Christian H. Ritz and
  Valsamma Eapen and
  Ammar Albanna and
  Amin Beheshti},
  title        = {Hybrid ensemble learning for Autism Spectrum Disorder screening using
  eye-tracking scanpath},
  journal      = {Array},
  volume       = {30},
  pages        = {100753},
  year         = {2026},
  url          = {https://doi.org/10.1016/j.array.2026.100753},
  doi          = {10.1016/J.ARRAY.2026.100753},
}

@article{DBLP:journals/tsc/XuSCXQZB26,
  author       = {Xiaolong Xu and
  Jiayang Sun and
  Guangming Cui and
  Haolong Xiang and
  Lianyong Qi and
  Xuyun Zhang and
  Amin Beheshti},
  title        = {Multi-Center Hierarchical Federated Learning for Personalized User
  Experiences in the Metaverse},
  journal      = {{IEEE} Trans. Serv. Comput.},
  volume       = {19},
  number       = {3},
  pages        = {1862--1874},
  year         = {2026},
  url          = {https://doi.org/10.1109/TSC.2025.3622684},
  doi          = {10.1109/TSC.2025.3622684},
}

@article{DBLP:journals/pr/MaQLQBSH26,
  author       = {Yunchuan Ma and
  Laiyun Qing and
  Guorong Li and
  Yuankai Qi and
  Amin Beheshti and
  Quan Z. Sheng and
  Qingming Huang},
  title        = {{RETTA:} Retrieval-enhanced test-time adaptation for zero-shot video
  captioning},
  journal      = {Pattern Recognit.},
  volume       = {171},
  pages        = {112170},
  year         = {2026},
  url          = {https://doi.org/10.1016/j.patcog.2025.112170},
  doi          = {10.1016/J.PATCOG.2025.112170},
}

@article{DBLP:journals/csur/HanifSBB26,
  author       = {Ambreen Hanif and
  Radwa El Shawi and
  Amin Beheshti and
  Boualem Benatallah},
  title        = {Survey on Explainable {AI} for Traditional Machine Learning and Domains},
  journal      = {{ACM} Comput. Surv.},
  volume       = {58},
  number       = {12},
  pages        = {305:1--305:42},
  year         = {2026},
  url          = {https://doi.org/10.1145/3806829},
  doi          = {10.1145/3806829},
}

@inproceedings{DBLP:conf/wsdm/XuQ000B026,
  author       = {Rongwei Xu and
  Zitai Qiu and
  Pengfei Ding and
  Yan Wang and
  Jia Wu and
  Amin Beheshti and
  Guanfeng Liu},
  title        = {Adaptive and Reinforcement-Guided Contrastive Hypergraph Distillation},
  booktitle    = {Proceedings of the Nineteenth {ACM} International Conference on Web
  Search and Data Mining, {WSDM} 2026, Boise, ID, USA, February 22-26,
  2026},
  pages        = {778--787},
  publisher    = {{ACM}},
  year         = {2026},
  url          = {https://doi.org/10.1145/3773966.3777957},
  doi          = {10.1145/3773966.3777957},
}

@inproceedings{DBLP:conf/wsdm/GeMCQ0BZ26,
  author       = {Shiqi Ge and
  Shunmei Meng and
  Xiaoxiao Chi and
  Lianyong Qi and
  Xiaolong Xu and
  Amin Beheshti and
  Xuyun Zhang},
  title        = {{DDGCL:} Dual Diffusion-based Graph Contrastive Learning for Recommendation},
  booktitle    = {Proceedings of the Nineteenth {ACM} International Conference on Web
  Search and Data Mining, {WSDM} 2026, Boise, ID, USA, February 22-26,
  2026},
  pages        = {489--497},
  publisher    = {{ACM}},
  year         = {2026},
  url          = {https://doi.org/10.1145/3773966.3777951},
  doi          = {10.1145/3773966.3777951},
}

@inproceedings{DBLP:conf/www/ZhaoXXGQBZD26,
  author       = {Xudong Zhao and
  Xiaolong Xu and
  Haolong Xiang and
  Tong Gao and
  Lianyong Qi and
  Amin Beheshti and
  Xuyun Zhang and
  Wanchun Dou},
  editor       = {Hakim Hacid and
  Yoelle Maarek and
  Francesco Bonchi and
  Ido Guy and
  Emine Yilmaz},
  title        = {DyLogNet: {A} Dynamic Multi-Relational Graph Framework for Log Anomaly
  Detection},
  booktitle    = {Proceedings of the {ACM} Web Conference 2026, {WWW} 2026, Dubai, United
  Arab Emirates, originally scheduled for April 13-17, 2026, rescheduled
  for June 29 - July 3, 2026},
  pages        = {3755--3763},
  publisher    = {{ACM}},
  year         = {2026},
  url          = {https://doi.org/10.1145/3774904.3792263},
  doi          = {10.1145/3774904.3792263},
}

@inproceedings{DBLP:conf/isbi/MoradizeyvehHAGBI26,
  author       = {Sahar Moradizeyveh and
  Ambreen Hanif and
  Ghasem Azemi and
  Lija George and
  Amin Beheshti and
  Antonio Di Ieva},
  title        = {Explainable Brain Tumor Detection with Eye Fixation Density Map Alignment},
  booktitle    = {23rd {IEEE} International Symposium on Biomedical Imaging, {ISBI}
  2026, London, United Kingdom, April 8-11, 2026},
  pages        = {1--4},
  publisher    = {{IEEE}},
  year         = {2026},
  url          = {https://doi.org/10.1109/ISBI61048.2026.11515595},
  doi          = {10.1109/ISBI61048.2026.11515595},
}

@inproceedings{DBLP:conf/www/AhmadiATMB26,
  author       = {MohammadHossein Ahmadi and
  Saleh Afzoon and
  Kamyar Taeb and
  Parimehr Morassafar and
  Amin Beheshti},
  title        = {Frugal Agents: Efficient Bio Reasoning via Long-Sequence Compression
  and Prompt-Gated Memory},
  booktitle    = {Companion Proceedings of the {ACM} Web Conference 2026, {WWW} Companion
  2026, Dubai, United Arab Emirates, 29 June 2026 - 3 July 2026},
  pages        = {853--856},
  publisher    = {{ACM}},
  year         = {2026},
  url          = {https://doi.org/10.1145/3774905.3795456},
  doi          = {10.1145/3774905.3795456},
}

@inproceedings{DBLP:conf/aaai/LiuQMLFNZZTB26,
  author       = {Yuwen Liu and
  Lianyong Qi and
  Xingyuan Mao and
  Weiming Liu and
  Xuhui Fan and
  Qiang Ni and
  Xuyun Zhang and
  Yang Zhang and
  Yuan Tian and
  Amin Beheshti},
  editor       = {Sven Koenig and
  Chad Jenkins and
  Matthew E. Taylor},
  title        = {Hyperbolic-Enhanced Mixture-of-Experts Mamba for Sequential Recommendation},
  booktitle    = {Fortieth {AAAI} Conference on Artificial Intelligence, Thirty-Eighth
  Conference on Innovative Applications of Artificial Intelligence,
  Sixteenth Symposium on Educational Advances in Artificial Intelligence,
  {AAAI} 2026, Singapore, January 20-27, 2026},
  pages        = {15403--15411},
  publisher    = {{AAAI} Press},
  year         = {2026},
  url          = {https://doi.org/10.1609/aaai.v40i18.38567},
  doi          = {10.1609/AAAI.V40I18.38567},
}

@inproceedings{DBLP:conf/www/ShammasiBMLAQ26,
  author       = {Alireza Shammasi and
  Amin Beheshti and
  Milad Mosharraf and
  Min Li and
  Pooyan Asgari and
  Yuankai Qi},
  title        = {ImVision: Adapting Pretrained Vision Models for Time-Series Imputation},
  booktitle    = {Companion Proceedings of the {ACM} Web Conference 2026, {WWW} Companion
  2026, Dubai, United Arab Emirates, 29 June 2026 - 3 July 2026},
  pages        = {1089--1093},
  publisher    = {{ACM}},
  year         = {2026},
  url          = {https://doi.org/10.1145/3774905.3795446},
  doi          = {10.1145/3774905.3795446},
}

@inproceedings{DBLP:conf/www/XieQLWXXZGZBD26,
  author       = {Jianye Xie and
  Lianyong Qi and
  Weiming Liu and
  Anqi Wang and
  Xiaolong Xu and
  Haolong Xiang and
  Xuyun Zhang and
  Wenwen Gong and
  Yang Zhang and
  Amin Beheshti and
  Wanchun Dou},
  editor       = {Hakim Hacid and
  Yoelle Maarek and
  Francesco Bonchi and
  Ido Guy and
  Emine Yilmaz},
  title        = {Joint Similar User Exploration and Informative Behavior Guidance for
  Multi-Modal New Item Recommendation},
  booktitle    = {Proceedings of the {ACM} Web Conference 2026, {WWW} 2026, Dubai, United
  Arab Emirates, originally scheduled for April 13-17, 2026, rescheduled
  for June 29 - July 3, 2026},
  pages        = {6218--6229},
  publisher    = {{ACM}},
  year         = {2026},
  url          = {https://doi.org/10.1145/3774904.3792302},
  doi          = {10.1145/3774904.3792302},
}

@inproceedings{DBLP:conf/www/QiuXMXYLSBW26,
  author       = {Zitai Qiu and
  Rongwei Xu and
  Congbo Ma and
  Shan Xue and
  Jian Yang and
  Guanfeng Liu and
  Quan Z. Sheng and
  Amin Beheshti and
  Jia Wu},
  editor       = {Hakim Hacid and
  Yoelle Maarek and
  Francesco Bonchi and
  Ido Guy and
  Emine Yilmaz},
  title        = {{LHG:} LLM-enhanced and Heterogeneous Graph-induced for Unsupervised
  Social Event Detection},
  booktitle    = {Proceedings of the {ACM} Web Conference 2026, {WWW} 2026, Dubai, United
  Arab Emirates, originally scheduled for April 13-17, 2026, rescheduled
  for June 29 - July 3, 2026},
  pages        = {3612--3623},
  publisher    = {{ACM}},
  year         = {2026},
  url          = {https://doi.org/10.1145/3774904.3792137},
  doi          = {10.1145/3774904.3792137},
}

@inproceedings{DBLP:conf/www/XuQDWWBL26,
  author       = {Rongwei Xu and
  Zitai Qiu and
  Pengfei Ding and
  Jia Wu and
  Yan Wang and
  Amin Beheshti and
  Guanfeng Liu},
  editor       = {Hakim Hacid and
  Yoelle Maarek and
  Francesco Bonchi and
  Ido Guy and
  Emine Yilmaz},
  title        = {{MARCH:} Multi-Teacher Contrastive Hypergraph Distillation},
  booktitle    = {Proceedings of the {ACM} Web Conference 2026, {WWW} 2026, Dubai, United
  Arab Emirates, originally scheduled for April 13-17, 2026, rescheduled
  for June 29 - July 3, 2026},
  pages        = {3917--3928},
  publisher    = {{ACM}},
  year         = {2026},
  url          = {https://doi.org/10.1145/3774904.3792380},
  doi          = {10.1145/3774904.3792380},
}

@inproceedings{DBLP:conf/iccel/FatimaHAAMBB26,
  author       = {Noreen Fatima and
  Yassine Himeur and
  Hamzah Ali Alkhazaleh and
  Shadi Atalla and
  Wathiq Mansoor and
  Faycal Bensaali and
  Amin Beheshti},
  title        = {MM-Fusion: Multimodal Fusion for Alzheimer's Screening Using Structural
  {MRI} and Demographic Data},
  booktitle    = {{IEEE} International Conference on Consumer Electronics, {ICCE} 2026,
  Dubai, United Arab Emirates, February 3-5, 2026},
  pages        = {1--6},
  publisher    = {{IEEE}},
  year         = {2026},
  url          = {https://doi.org/10.1109/ICCE67443.2026.11449736},
  doi          = {10.1109/ICCE67443.2026.11449736},
}

@inproceedings{DBLP:conf/aaai/XiangWXYZSBF26,
  author       = {Haolong Xiang and
  Peisi Wang and
  Xiaolong Xu and
  Kun Yi and
  Xuyun Zhang and
  Quan Z. Sheng and
  Amin Beheshti and
  Wei Fan},
  editor       = {Sven Koenig and
  Chad Jenkins and
  Matthew E. Taylor},
  title        = {{MTP:} Exploring Multimodal Urban Traffic Profiling with Modality
  Augmentation and Spectrum Fusion},
  booktitle    = {Fortieth {AAAI} Conference on Artificial Intelligence, Thirty-Eighth
  Conference on Innovative Applications of Artificial Intelligence,
  Sixteenth Symposium on Educational Advances in Artificial Intelligence,
  {AAAI} 2026, Singapore, January 20-27, 2026},
  pages        = {27037--27045},
  publisher    = {{AAAI} Press},
  year         = {2026},
  url          = {https://doi.org/10.1609/aaai.v40i32.39917},
  doi          = {10.1609/AAAI.V40I32.39917},
}

@inproceedings{DBLP:conf/www/XieHQWXXZPBDZ26,
  author       = {Jianye Xie and
  Chunhua Hu and
  Lianyong Qi and
  Fan Wang and
  Xiaolong Xu and
  Haolong Xiang and
  Xuyun Zhang and
  Shichao Pei and
  Amin Beheshti and
  Wanchun Dou and
  Xiaokang Zhou},
  editor       = {Hakim Hacid and
  Yoelle Maarek and
  Francesco Bonchi and
  Ido Guy and
  Emine Yilmaz},
  title        = {{PLIKD:} Prompt Learning with Instance-aware Knowledge Distillation
  for Web-scale Semantic Image Classification},
  booktitle    = {Proceedings of the {ACM} Web Conference 2026, {WWW} 2026, Dubai, United
  Arab Emirates, originally scheduled for April 13-17, 2026, rescheduled
  for June 29 - July 3, 2026},
  pages        = {3788--3799},
  publisher    = {{ACM}},
  year         = {2026},
  url          = {https://doi.org/10.1145/3774904.3792293},
  doi          = {10.1145/3774904.3792293},
}

@inproceedings{DBLP:conf/www/YangZXMYPBW26,
  author       = {Zhenyu Yang and
  Ge Zhang and
  Shan Xue and
  Xiaoxiao Ma and
  Jian Yang and
  Hao Peng and
  Amin Beheshti and
  Jia Wu},
  editor       = {Hakim Hacid and
  Yoelle Maarek and
  Francesco Bonchi and
  Ido Guy and
  Emine Yilmaz},
  title        = {Revisiting Graph-Level Anomaly Detection: From Partially to Fully
  Unsupervised Learning},
  booktitle    = {Proceedings of the {ACM} Web Conference 2026, {WWW} 2026, Dubai, United
  Arab Emirates, originally scheduled for April 13-17, 2026, rescheduled
  for June 29 - July 3, 2026},
  pages        = {901--912},
  publisher    = {{ACM}},
  year         = {2026},
  url          = {https://doi.org/10.1145/3774904.3792307},
  doi          = {10.1145/3774904.3792307},
}

@inproceedings{DBLP:conf/aaai/MaLCQSBZY26,
  author       = {Jianbo Ma and
  Hui Luo and
  Qi Chen and
  Yuankai Qi and
  Yumei Sun and
  Amin Beheshti and
  Jianlin Zhang and
  Ming{-}Hsuan Yang},
  editor       = {Sven Koenig and
  Chad Jenkins and
  Matthew E. Taylor},
  title        = {Tracking the Unstable: Appearance-Guided Motion Modeling for Robust
  Multi-Object Tracking in UAV-Captured Videos},
  booktitle    = {Fortieth {AAAI} Conference on Artificial Intelligence, Thirty-Eighth
  Conference on Innovative Applications of Artificial Intelligence,
  Sixteenth Symposium on Educational Advances in Artificial Intelligence,
  {AAAI} 2026, Singapore, January 20-27, 2026},
  pages        = {7773--7781},
  publisher    = {{AAAI} Press},
  year         = {2026},
  url          = {https://doi.org/10.1609/aaai.v40i10.37720},
  doi          = {10.1609/AAAI.V40I10.37720},
}

@inproceedings{DBLP:conf/www/Bagheri-Lotfabad26,
  author       = {Kiana Bagheri{-}Lotfabad and
  Amin Beheshti and
  Milad Mosharraf and
  Min Li and
  Pooyan Asgari and
  Guanfeng Liu},
  title        = {Weakly Supervised Multimodal Claim Verification with Entity-Graph
  Inference},
  booktitle    = {Companion Proceedings of the {ACM} Web Conference 2026, {WWW} Companion
  2026, Dubai, United Arab Emirates, 29 June 2026 - 3 July 2026},
  pages        = {221--224},
  publisher    = {{ACM}},
  year         = {2026},
  url          = {https://doi.org/10.1145/3774905.3793141},
  doi          = {10.1145/3774905.3793141},
}

@inproceedings{DBLP:conf/cais/ShawB26,
  author       = {Anthony Shaw and
  Amin Beheshti},
  title        = {Wily: High-Performance Complexity Gated-Feedback for {AI} Coding Agents},
  booktitle    = {Proceedings of the {ACM} Conference on {AI} and Agentic Systems, {CAIS}
  2026, San Jose, CA, USA, May 26-29, 2026},
  pages        = {1362--1366},
  publisher    = {{ACM}},
  year         = {2026},
  url          = {https://doi.org/10.1145/3786335.3813220},
  doi          = {10.1145/3786335.3813220},
}

@article{DBLP:journals/corr/abs-2604-15489,
  author       = {Mehdi Hosseinzadeh and
  Roohallah Alizadehsani and
  Amin Beheshti and
  Hamid Alinejad{-}Rokny and
  Lu Chen and
  Mohammad Sadegh Yousefpoor and
  Efat Yousefpoor and
  Muneera Altayeb and
  Thantrira Porntaveetus and
  Sadia Din},
  title        = {A Q-learning-based QoS-aware multipath routing protocol in IoMT-based
  wireless body area network},
  journal      = {CoRR},
  volume       = {abs/2604.15489},
  year         = {2026},
  url          = {https://doi.org/10.48550/arXiv.2604.15489},
  doi          = {10.48550/ARXIV.2604.15489},
  eprinttype   = {arXiv},
  eprint       = {2604.15489},
}

@article{DBLP:journals/corr/abs-2603-21083,
  author       = {Bahram Mohammadi and
  Ta Duc Huy and
  Afrouz Sheikholeslami and
  Qi Chen and
  Vu Minh Hieu Phan and
  Sam White and
  Minh{-}Son To and
  Xuyun Zhang and
  Amin Beheshti and
  Luping Zhou and
  Yuankai Qi},
  title        = {Hierarchical Text-Guided Brain Tumor Segmentation via Sub-Region-Aware
  Prompts},
  journal      = {CoRR},
  volume       = {abs/2603.21083},
  year         = {2026},
  url          = {https://doi.org/10.48550/arXiv.2603.21083},
  doi          = {10.48550/ARXIV.2603.21083},
  eprinttype   = {arXiv},
  eprint       = {2603.21083},
}

@article{DBLP:journals/corr/abs-2601-21673,
  author       = {Dexuan Ding and
  Ciyuan Peng and
  Endrowednes Kuantama and
  Jingcai Guo and
  Jia Wu and
  Jian Yang and
  Amin Beheshti and
  Ming{-}Hsuan Yang and
  Yuankai Qi},
  title        = {Multimodal Visual Surrogate Compression for Alzheimer's Disease Classification},
  journal      = {CoRR},
  volume       = {abs/2601.21673},
  year         = {2026},
  url          = {https://doi.org/10.48550/arXiv.2601.21673},
  doi          = {10.48550/ARXIV.2601.21673},
  eprinttype   = {arXiv},
  eprint       = {2601.21673},
}

@article{DBLP:journals/corr/abs-2604-05478,
  author       = {Yuheng Liang and
  Lucy Chhuo and
  Ahmadreza Argha and
  Nona Farbehi and
  Lu Chen and
  Roohallah Alizadehsani and
  Mehdi Hosseinzadeh and
  Amin Beheshti and
  Thantrira Porntaveetus and
  Youqiong Ye and
  Hamid Alinejad{-}Rokny},
  title        = {Transcriptomic Models for Immunotherapy Response Prediction Show Limited
  Cross-cohort Generalisability},
  journal      = {CoRR},
  volume       = {abs/2604.05478},
  year         = {2026},
  url          = {https://doi.org/10.48550/arXiv.2604.05478},
  doi          = {10.48550/ARXIV.2604.05478},
  eprinttype   = {arXiv},
  eprint       = {2604.05478},
}

@article{DBLP:journals/dsp/FadaeiARB25,
  author       = {Sadegh Fadaei and
  Mehdi Azadimotlagh and
  Armin Rashno and
  Amin Beheshti},
  title        = {A new texture descriptor based on hexagonal local binary pattern for
  content-based image retrieval},
  journal      = {Digit. Signal Process.},
  volume       = {161},
  pages        = {105138},
  year         = {2025},
  url          = {https://doi.org/10.1016/j.dsp.2025.105138},
  doi          = {10.1016/J.DSP.2025.105138},
}

@article{DBLP:journals/eswa/AmiriHNBK25,
  author       = {Mohammad Hussein Amiri and
  Nastaran Mehrabi Hashjin and
  Maryam Khanian Najafabadi and
  Amin Beheshti and
  Nima Khodadadi},
  title        = {An innovative data-driven {AI} approach for detecting and isolating
  faults in gas turbines at power plants},
  journal      = {Expert Syst. Appl.},
  volume       = {263},
  pages        = {125497},
  year         = {2025},
  url          = {https://doi.org/10.1016/j.eswa.2024.125497},
  doi          = {10.1016/J.ESWA.2024.125497},
}

@article{DBLP:journals/dai/FarhoodNBM25,
  author       = {Helia Farhood and
  Magnus Nyden and
  Amin Beheshti and
  Samuel Muller},
  title        = {Artificial intelligence-based personalised learning in education:
  a systematic literature review},
  journal      = {Discov. Artif. Intell.},
  volume       = {5},
  number       = {1},
  pages        = {331},
  year         = {2025},
  url          = {https://doi.org/10.1007/s44163-025-00598-x},
  doi          = {10.1007/S44163-025-00598-X},
}

@article{DBLP:journals/algorithms/ShahabikargarBMZFJHS25,
  author       = {Maryam Shahabikargar and
  Amin Beheshti and
  Wathiq Mansoor and
  Xuyun Zhang and
  EuJin Foo and
  Alireza Jolfaei and
  Ambreen Hanif and
  Nasrin Shabani},
  title        = {ChurnKB: {A} Generative AI-Enriched Knowledge Base for Customer Churn
  Feature Engineering},
  journal      = {Algorithms},
  volume       = {18},
  number       = {4},
  pages        = {238},
  year         = {2025},
  url          = {https://doi.org/10.3390/a18040238},
  doi          = {10.3390/A18040238},
}

@article{DBLP:journals/frai/RabhiBG25,
  author       = {Fethi Rabhi and
  Amin Beheshti and
  Asif Gill},
  title        = {Editorial: Business transformation through AI-enabled technologies},
  journal      = {Frontiers Artif. Intell.},
  volume       = {8},
  year         = {2025},
  url          = {https://doi.org/10.3389/frai.2025.1577540},
  doi          = {10.3389/FRAI.2025.1577540},
}

@article{DBLP:journals/eait/AlEmranAFAMBA25,
  author       = {Mostafa Al{-}Emran and
  Mohammed A. Al{-}Sharafi and
  Behzad Foroughi and
  Noor Al{-}Qaysi and
  Dahlia Mansoor and
  Amin Beheshti and
  Nor'ashikin Ali},
  title        = {Evaluating the influence of generative {AI} on students' academic
  performance through the lenses of {TPB} and {TTF} using a hybrid {SEM-ANN}
  approach},
  journal      = {Educ. Inf. Technol.},
  volume       = {30},
  number       = {12},
  pages        = {17557--17587},
  year         = {2025},
  url          = {https://doi.org/10.1007/s10639-025-13485-w},
  doi          = {10.1007/S10639-025-13485-W},
}

@article{DBLP:journals/ijon/NajafabadiCRBS25,
  author       = {Maryam Khanian Najafabadi and
  Rei{-}An Chen and
  Javad Rezazadeh and
  Amin Beheshti and
  Nasrin Shabani},
  title        = {From theory to practice: The evolution and comparative analysis of
  homogeneous vs. heterogeneous Graph Neural Networks in recommender
  systems},
  journal      = {Neurocomputing},
  volume       = {624},
  pages        = {129446},
  year         = {2025},
  url          = {https://doi.org/10.1016/j.neucom.2025.129446},
  doi          = {10.1016/J.NEUCOM.2025.129446},
}

@article{DBLP:journals/tbd/LiuLBWCSL25,
  author       = {Tianpeng Liu and
  Jing Li and
  Amin Beheshti and
  Jia Wu and
  Jun Chang and
  Beihang Song and
  Lezhi Lian},
  title        = {{HEART:} Historically Information Embedding and Subspace Re-Weighting
  Transformer-Based Tracking},
  journal      = {{IEEE} Trans. Big Data},
  volume       = {11},
  number       = {2},
  pages        = {566--577},
  year         = {2025},
  url          = {https://doi.org/10.1109/TBDATA.2024.3423672},
  doi          = {10.1109/TBDATA.2024.3423672},
}

@article{DBLP:journals/tcss/XieMXBYFW25,
  author       = {Bingbing Xie and
  Xiaoxiao Ma and
  Shan Xue and
  Amin Beheshti and
  Jian Yang and
  Hao Fan and
  Jia Wu},
  title        = {Multiknowledge and LLM-Inspired Heterogeneous Graph Neural Network
  for Fake News Detection},
  journal      = {{IEEE} Trans. Comput. Soc. Syst.},
  volume       = {12},
  number       = {2},
  pages        = {682--694},
  year         = {2025},
  url          = {https://doi.org/10.1109/TCSS.2024.3488191},
  doi          = {10.1109/TCSS.2024.3488191},
}

@article{DBLP:journals/csur/PooshidehBQFSGS25,
  author       = {Matineh Pooshideh and
  Amin Beheshti and
  Yuankai Qi and
  Helia Farhood and
  Mike Simpson and
  Nick Gatland and
  Mehdi Soltany},
  title        = {Presentation Attack Detection: {A} Systematic Literature Review},
  journal      = {{ACM} Comput. Surv.},
  volume       = {57},
  number       = {1},
  pages        = {25:1--25:32},
  year         = {2025},
  url          = {https://doi.org/10.1145/3687264},
  doi          = {10.1145/3687264},
}

@article{DBLP:journals/kbs/HashjinABN25,
  author       = {Nastaran Mehrabi Hashjin and
  Mohammad Hussein Amiri and
  Amin Beheshti and
  Maryam Khanian Najafabadi},
  title        = {{Q2HO-MFTV:} {A} binary hippopotamus optimization algorithm for feature
  selection with a brief review of binary optimization},
  journal      = {Knowl. Based Syst.},
  volume       = {327},
  pages        = {114119},
  year         = {2025},
  url          = {https://doi.org/10.1016/j.knosys.2025.114119},
  doi          = {10.1016/J.KNOSYS.2025.114119},
}

@inproceedings{DBLP:conf/www/AbachiNMAB25,
  author       = {Hadi Mohammadzadeh Abachi and
  Majid Namazi and
  Milad Mosharraf and
  Pooyan Asgari and
  Amin Beheshti},
  editor       = {Guodong Long and
  Michale Blumestein and
  Yi Chang and
  Liane Lewin{-}Eytan and
  Zi Helen Huang and
  Elad Yom{-}Tov},
  title        = {A Competitive-Cooperative Approach to Dynamic Pricing for Two-Sided
  Hospitality Platforms},
  booktitle    = {Companion Proceedings of the {ACM} on Web Conference 2025, {WWW} 2025,
  Sydney, NSW, Australia, 28 April 2025 - 2 May 2025},
  pages        = {2331--2340},
  publisher    = {{ACM}},
  year         = {2025},
  url          = {https://doi.org/10.1145/3701716.3717359},
  doi          = {10.1145/3701716.3717359},
}

@inproceedings{DBLP:conf/www/LyuC0000B25,
  author       = {Qihua Lyu and
  Xin Cao and
  Yongsheng Yu and
  Shan Xue and
  Jian Yang and
  Jia Wu and
  Amin Beheshti},
  editor       = {Guodong Long and
  Michale Blumestein and
  Yi Chang and
  Liane Lewin{-}Eytan and
  Zi Helen Huang and
  Elad Yom{-}Tov},
  title        = {A Multiagent-based Framework on RoboCup Simulation System for Enhancing
  Rescue Operation during Dynamic Disaster Environments},
  booktitle    = {Companion Proceedings of the {ACM} on Web Conference 2025, {WWW} 2025,
  Sydney, NSW, Australia, 28 April 2025 - 2 May 2025},
  pages        = {1180--1183},
  publisher    = {{ACM}},
  year         = {2025},
  url          = {https://doi.org/10.1145/3701716.3715569},
  doi          = {10.1145/3701716.3715569},
}

@inproceedings{DBLP:conf/ijcai/LiQ00DCZBZ25,
  author       = {Haodong Li and
  Lianyong Qi and
  Weiming Liu and
  Xiaolong Xu and
  Wanchun Dou and
  Yang Cao and
  Xuyun Zhang and
  Amin Beheshti and
  Xiaokang Zhou},
  title        = {Balancing User-Item Structure and Interaction with Large Language
  Models and Optimal Transport for Multimedia Recommendation},
  booktitle    = {Proceedings of the Thirty-Fourth International Joint Conference on
  Artificial Intelligence, {IJCAI} 2025, Montreal, Canada, August 16-22,
  2025},
  pages        = {3027--3035},
  publisher    = {ijcai.org},
  year         = {2025},
  url          = {https://doi.org/10.24963/ijcai.2025/337},
  doi          = {10.24963/IJCAI.2025/337},
}

@inproceedings{DBLP:conf/mm/SongQ000H0ZB25,
  author       = {Te Song and
  Lianyong Qi and
  Weiming Liu and
  Fan Wang and
  Xiaolong Xu and
  Hongsheng Hu and
  Yang Cao and
  Xuyun Zhang and
  Amin Beheshti},
  editor       = {Cathal Gurrin and
  Klaus Schoeffmann and
  Min Zhang and
  Luca Rossetto and
  Stevan Rudinac and
  Duc{-}Tien Dang{-}Nguyen and
  Wen{-}Huang Cheng and
  Phoebe Chen and
  Jenny Benois{-}Pineau},
  title        = {Boosting Guided Diffusion with Large Language Models for Multimodal
  Sequential Recommendation},
  booktitle    = {Proceedings of the 33rd {ACM} International Conference on Multimedia,
  {MM} 2025, Dublin, Ireland, October 27-31, 2025},
  pages        = {6203--6212},
  publisher    = {{ACM}},
  year         = {2025},
  url          = {https://doi.org/10.1145/3746027.3755544},
  doi          = {10.1145/3746027.3755544},
}

@inproceedings{DBLP:conf/mm/BaoX0OBSHQ25,
  author       = {Shifeng Bao and
  Zhe Xue and
  Qi Chen and
  Shilong Ou and
  Amin Beheshti and
  Quan Z. Sheng and
  Anton van den Hengel and
  Yuankai Qi},
  editor       = {Cathal Gurrin and
  Klaus Schoeffmann and
  Min Zhang and
  Luca Rossetto and
  Stevan Rudinac and
  Duc{-}Tien Dang{-}Nguyen and
  Wen{-}Huang Cheng and
  Phoebe Chen and
  Jenny Benois{-}Pineau},
  title        = {CausalMVC: Causal Content-Style Representation Learning for Deep Multi-View
  Clustering},
  booktitle    = {Proceedings of the 33rd {ACM} International Conference on Multimedia,
  {MM} 2025, Dublin, Ireland, October 27-31, 2025},
  pages        = {1598--1606},
  publisher    = {{ACM}},
  year         = {2025},
  url          = {https://doi.org/10.1145/3746027.3755277},
  doi          = {10.1145/3746027.3755277},
}

@inproceedings{DBLP:conf/persuasive/VitaleBTBXSY25,
  author       = {Jonathan Vitale and
  Shlomo Berkovsky and
  Shun Takeuchi and
  Amin Beheshti and
  Kexuan Xin and
  Junya Saito and
  Sosuke Yamao},
  editor       = {Khin Than Win and
  Raian Ali and
  Evangelos Karapanos and
  George A. Papadopoulos and
  Kiemute Oyibo and
  Elena Vlahu{-}Gjorgievska},
  title        = {Design of a Personalised {AI} Coaching Assistant for Occupational
  Health and Safety},
  booktitle    = {Persuasive Technology - 20th International Conference, {PERSUASIVE}
  2025, Limassol, Cyprus, May 5-7, 2025, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {15711},
  pages        = {3--17},
  publisher    = {Springer},
  year         = {2025},
  url          = {https://doi.org/10.1007/978-3-031-94959-3\_1},
  doi          = {10.1007/978-3-031-94959-3\_1},
}

@inproceedings{DBLP:conf/aaai/GongGZ00XBZQ25,
  author       = {Wenwen Gong and
  Yangliao Geng and
  Dan Zhang and
  Yifan Zhu and
  Xiaolong Xu and
  Haolong Xiang and
  Amin Beheshti and
  Xuyun Zhang and
  Lianyong Qi},
  editor       = {Toby Walsh and
  Julie Shah and
  Zico Kolter},
  title        = {DivGCL: {A} Graph Contrastive Learning Model for Diverse Recommendation},
  booktitle    = {Thirty-Ninth {AAAI} Conference on Artificial Intelligence, Thirty-Seventh
  Conference on Innovative Applications of Artificial Intelligence,
  Fifteenth Symposium on Educational Advances in Artificial Intelligence,
  {AAAI} 2025, Philadelphia, PA, USA, February 25 - March 4, 2025},
  pages        = {16853--16861},
  publisher    = {{AAAI} Press},
  year         = {2025},
  url          = {https://doi.org/10.1609/aaai.v39i16.33852},
  doi          = {10.1609/AAAI.V39I16.33852},
}

@inproceedings{DBLP:conf/ijcai/Xiang0WZ0ZB025,
  author       = {Haolong Xiang and
  Xiaolong Xu and
  Guangdong Wang and
  Xuyun Zhang and
  Xiaoyong Li and
  Qi Zhang and
  Amin Beheshti and
  Wei Fan},
  title        = {Empowering Multimodal Road Traffic Profiling with Vision Language
  Models and Frequency Spectrum Fusion},
  booktitle    = {Proceedings of the Thirty-Fourth International Joint Conference on
  Artificial Intelligence, {IJCAI} 2025, Montreal, Canada, August 16-22,
  2025},
  pages        = {2694--2702},
  publisher    = {ijcai.org},
  year         = {2025},
  url          = {https://doi.org/10.24963/ijcai.2025/300},
  doi          = {10.24963/IJCAI.2025/300},
}

@inproceedings{DBLP:conf/aaai/SongQ000ZBZD25,
  author       = {Te Song and
  Lianyong Qi and
  Weiming Liu and
  Fan Wang and
  Xiaolong Xu and
  Xuyun Zhang and
  Amin Beheshti and
  Xiaokang Zhou and
  Wanchun Dou},
  editor       = {Toby Walsh and
  Julie Shah and
  Zico Kolter},
  title        = {Enhancing Diffusion Model with Auxiliary Information Mining-Exploration
  and Efficient Sampling Mechanism for Sequential Recommendation},
  booktitle    = {Thirty-Ninth {AAAI} Conference on Artificial Intelligence, Thirty-Seventh
  Conference on Innovative Applications of Artificial Intelligence,
  Fifteenth Symposium on Educational Advances in Artificial Intelligence,
  {AAAI} 2025, Philadelphia, PA, USA, February 25 - March 4, 2025},
  pages        = {12568--12576},
  publisher    = {{AAAI} Press},
  year         = {2025},
  url          = {https://doi.org/10.1609/aaai.v39i12.33370},
  doi          = {10.1609/AAAI.V39I12.33370},
}

@inproceedings{DBLP:conf/pakdd/ShakeriZBCYY25,
  author       = {Ali Shakeri and
  Wei Emma Zhang and
  Amin Beheshti and
  Weitong Chen and
  Jian Yang and
  Lishan Yang},
  editor       = {Xintao Wu and
  Myra Spiliopoulou and
  Can Wang and
  Vipin Kumar and
  Longbing Cao and
  Yanqiu Wu and
  Yu Yao and
  Zhangkai Wu},
  title        = {FedDPG: An Adaptive Yet Efficient Prompt-Tuning Approach in Federated
  Learning Settings},
  booktitle    = {Advances in Knowledge Discovery and Data Mining - 29th Pacific-Asia
  Conference on Knowledge Discovery and Data Mining, {PAKDD} 2025, Sydney,
  NSW, Australia, June 10-13, 2025, Proceedings, Part {V}},
  series       = {Lecture Notes in Computer Science},
  volume       = {15874},
  pages        = {40--51},
  publisher    = {Springer},
  year         = {2025},
  url          = {https://doi.org/10.1007/978-981-96-8186-0\_4},
  doi          = {10.1007/978-981-96-8186-0\_4},
}

@inproceedings{DBLP:conf/mm/00010PZBHQH25,
  author       = {Gaoxiang Cong and
  Liang Li and
  Jiadong Pan and
  Zhedong Zhang and
  Amin Beheshti and
  Anton van den Hengel and
  Yuankai Qi and
  Qingming Huang},
  editor       = {Cathal Gurrin and
  Klaus Schoeffmann and
  Min Zhang and
  Luca Rossetto and
  Stevan Rudinac and
  Duc{-}Tien Dang{-}Nguyen and
  Wen{-}Huang Cheng and
  Phoebe Chen and
  Jenny Benois{-}Pineau},
  title        = {FlowDubber: Movie Dubbing with LLM-based Semantic-aware Learning and
  Flow Matching based Voice Enhancing},
  booktitle    = {Proceedings of the 33rd {ACM} International Conference on Multimedia,
  {MM} 2025, Dublin, Ireland, October 27-31, 2025},
  pages        = {905--914},
  publisher    = {{ACM}},
  year         = {2025},
  url          = {https://doi.org/10.1145/3746027.3754734},
  doi          = {10.1145/3746027.3754734},
}

@inproceedings{DBLP:conf/kdd/00040000B0S25,
  author       = {Zhenyu Yang and
  Ge Zhang and
  Jia Wu and
  Jian Yang and
  Shan Xue and
  Amin Beheshti and
  Hao Peng and
  Quan Z. Sheng},
  editor       = {Luiza Antonie and
  Jian Pei and
  Xiaohui Yu and
  Flavio Chierichetti and
  Hady W. Lauw and
  Yizhou Sun and
  Srinivasan Parthasarathy},
  title        = {Global Interpretable Graph-level Anomaly Detection via Prototype},
  booktitle    = {Proceedings of the 31st {ACM} {SIGKDD} Conference on Knowledge Discovery
  and Data Mining, V.2, {KDD} 2025, Toronto ON, Canada, August 3-7,
  2025},
  pages        = {3586--3597},
  publisher    = {{ACM}},
  year         = {2025},
  url          = {https://doi.org/10.1145/3711896.3736983},
  doi          = {10.1145/3711896.3736983},
}

@inproceedings{DBLP:conf/icws/RezaeiRB25,
  author       = {Hirad Baradaran Rezaei and
  Fethi Rabhi and
  Amin Beheshti},
  editor       = {Rong N. Chang and
  Carl K. Chang and
  Jingwei Yang and
  Nimanthi Atukorala and
  Dan Chen and
  Sumi Helal and
  Sasu Tarkoma and
  Qiang He and
  Tevfik Kosar and
  Claudio A. Ardagna and
  Amin Beheshti and
  Bo Cheng and
  Walid Gaaloul},
  title        = {GWise: {A} Graph-Structured Multi-Agent Framework for Service-Oriented
  and Generative-AI-Enabled Financial Trading Analytics},
  booktitle    = {{IEEE} International Conference on Web Services, {ICWS} 2025, Helsinki,
  Finland, July 7-12, 2025},
  pages        = {1043--1052},
  publisher    = {{IEEE}},
  year         = {2025},
  url          = {https://doi.org/10.1109/ICWS67624.2025.00136},
  doi          = {10.1109/ICWS67624.2025.00136},
}

@inproceedings{DBLP:conf/www/ZhuXB25,
  author       = {Zihan Zhu and
  Qiongkai Xu and
  Amin Beheshti},
  editor       = {Guodong Long and
  Michale Blumestein and
  Yi Chang and
  Liane Lewin{-}Eytan and
  Zi Helen Huang and
  Elad Yom{-}Tov},
  title        = {{HEAL:} Healthcare Emergency Assistants Leveraging Large Language
  Models},
  booktitle    = {Companion Proceedings of the {ACM} on Web Conference 2025, {WWW} 2025,
  Sydney, NSW, Australia, 28 April 2025 - 2 May 2025},
  pages        = {2959--2962},
  publisher    = {{ACM}},
  year         = {2025},
  url          = {https://doi.org/10.1145/3701716.3715181},
  doi          = {10.1145/3701716.3715181},
}

@inproceedings{DBLP:conf/icic/BaoXOBQ25,
  author       = {Shifeng Bao and
  Zhe Xue and
  Shilong Ou and
  Amin Beheshti and
  Yuankai Qi},
  editor       = {De{-}Shuang Huang and
  Qinhu Zhang and
  Chuanlei Zhang and
  Wei Chen},
  title        = {Hierarchical Prompt-Guided Alignment for Multi-view Clustering},
  booktitle    = {Advanced Intelligent Computing Technology and Applications - 21st
  International Conference, {ICIC} 2025, Ningbo, China, July 26-29,
  2025, Proceedings, Part {XII}},
  series       = {Lecture Notes in Computer Science},
  volume       = {15853},
  pages        = {475--486},
  publisher    = {Springer},
  year         = {2025},
  url          = {https://doi.org/10.1007/978-981-96-9894-3\_39},
  doi          = {10.1007/978-981-96-9894-3\_39},
}

@inproceedings{DBLP:conf/www/LiuQM0W0ZDZB25,
  author       = {Yuwen Liu and
  Lianyong Qi and
  Xingyuan Mao and
  Weiming Liu and
  Fan Wang and
  Xiaolong Xu and
  Xuyun Zhang and
  Wanchun Dou and
  Xiaokang Zhou and
  Amin Beheshti},
  editor       = {Guodong Long and
  Michale Blumestein and
  Yi Chang and
  Liane Lewin{-}Eytan and
  Zi Helen Huang and
  Elad Yom{-}Tov},
  title        = {Hyperbolic Variational Graph Auto-Encoder for Next {POI} Recommendation},
  booktitle    = {Proceedings of the {ACM} on Web Conference 2025, {WWW} 2025, Sydney,
  NSW, Australia, 28 April 2025- 2 May 2025},
  pages        = {3267--3275},
  publisher    = {{ACM}},
  year         = {2025},
  url          = {https://doi.org/10.1145/3696410.3714804},
  doi          = {10.1145/3696410.3714804},
}

@inproceedings{DBLP:conf/enase/MaamarBRBR25,
  author       = {Zakaria Maamar and
  Amel Benna and
  Hirad Baradaran Rezaei and
  Amin Beheshti and
  Fethi Rabhi},
  editor       = {Mike Mannion and
  Tomi M{\"{a}}nnist{\"{o}} and
  Leszek A. Maciaszek},
  title        = {Impact of Business Process Masking on Organizations' Policies},
  booktitle    = {Proceedings of the 20th International Conference on Evaluation of
  Novel Approaches to Software Engineering, {ENASE} 2025, Porto, Portugal,
  April 4-6, 2025},
  pages        = {359--366},
  publisher    = {{SCITEPRESS}},
  year         = {2025},
  url          = {https://doi.org/10.5220/0013170700003928},
  doi          = {10.5220/0013170700003928},
}

@inproceedings{DBLP:conf/aaai/OuXQ0LWZBQ25,
  author       = {Shilong Ou and
  Zhe Xue and
  Lixiong Qin and
  Yawen Li and
  Meiyu Liang and
  Junjiang Wu and
  Xuyun Zhang and
  Amin Beheshti and
  Yuankai Qi},
  editor       = {Toby Walsh and
  Julie Shah and
  Zico Kolter},
  title        = {Incomplete Multi-View Multi-Label Classification via Diffusion-Guided
  Redundancy Removal},
  booktitle    = {Thirty-Ninth {AAAI} Conference on Artificial Intelligence, Thirty-Seventh
  Conference on Innovative Applications of Artificial Intelligence,
  Fifteenth Symposium on Educational Advances in Artificial Intelligence,
  {AAAI} 2025, Philadelphia, PA, USA, February 25 - March 4, 2025},
  pages        = {19758--19766},
  publisher    = {{AAAI} Press},
  year         = {2025},
  url          = {https://doi.org/10.1609/aaai.v39i18.34176},
  doi          = {10.1609/AAAI.V39I18.34176},
}

@inproceedings{DBLP:conf/www/NaseemRKB0D25,
  author       = {Usman Naseem and
  Junaid Rashid and
  Jungeun Kim and
  Amin Beheshti and
  Jian Yang and
  Mark Dras},
  editor       = {Guodong Long and
  Michale Blumestein and
  Yi Chang and
  Liane Lewin{-}Eytan and
  Zi Helen Huang and
  Elad Yom{-}Tov},
  title        = {LLMs as Historical Actors: How {AI} Systems Influence the Web's Evolution},
  booktitle    = {Companion Proceedings of the {ACM} on Web Conference 2025, {WWW} 2025,
  Sydney, NSW, Australia, 28 April 2025 - 2 May 2025},
  pages        = {841--844},
  publisher    = {{ACM}},
  year         = {2025},
  url          = {https://doi.org/10.1145/3701716.3716842},
  doi          = {10.1145/3701716.3716842},
}

@inproceedings{DBLP:conf/cikm/AbachiBMAN25,
  author       = {Hadi Mohammadzadeh Abachi and
  Amin Beheshti and
  Milad Mosharraf and
  Pooyan Asgari and
  Majid Namazi},
  editor       = {Meeyoung Cha and
  Chanyoung Park and
  Noseong Park and
  Carl Yang and
  Senjuti Basu Roy and
  Jessie Li and
  Jaap Kamps and
  Kijung Shin and
  Bryan Hooi and
  Lifang He},
  title        = {Next-Generation Price Recommendation with LLM-Augmented Graph Transformers},
  booktitle    = {Proceedings of the 34th {ACM} International Conference on Information
  and Knowledge Management, {CIKM} 2025, Seoul, Republic of Korea, November
  10-14, 2025},
  pages        = {5939--5946},
  publisher    = {{ACM}},
  year         = {2025},
  url          = {https://doi.org/10.1145/3746252.3761552},
  doi          = {10.1145/3746252.3761552},
}

@inproceedings{DBLP:conf/wise/AfzoonANB25,
  author       = {Saleh Afzoon and
  MohammadHossein Ahmadi and
  Usman Naseem and
  Amin Beheshti},
  editor       = {Irfan Awan and
  Muhammad Younas and
  Yanchun Zhang and
  Mahmoud Barhamgi and
  Hua Wang},
  title        = {PersoDPO: Scalable Preference Optimization for Instruction-Adherent,
  Persona-Grounded Dialogue via Multi-LLM Evaluation},
  booktitle    = {Web Information Systems Engineering - {WISE} 2025 - 26th International
  Conference, Marrakech, Morocco, December 15-17, 2025, Proceedings,
  Part {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {16368},
  pages        = {476--486},
  publisher    = {Springer},
  year         = {2025},
  url          = {https://doi.org/10.1007/978-981-95-7251-9\_32},
  doi          = {10.1007/978-981-95-7251-9\_32},
}

@inproceedings{DBLP:conf/www/RezaeiRB25,
  author       = {Hirad Baradaran Rezaei and
  Fethi Rabhi and
  Amin Beheshti},
  editor       = {Guodong Long and
  Michale Blumestein and
  Yi Chang and
  Liane Lewin{-}Eytan and
  Zi Helen Huang and
  Elad Yom{-}Tov},
  title        = {PipeMind: Toward a Multi-Agent Framework for Real-Time Feedback and
  Continuous Optimization in Analytics Pipelines},
  booktitle    = {Companion Proceedings of the {ACM} on Web Conference 2025, {WWW} 2025,
  Sydney, NSW, Australia, 28 April 2025 - 2 May 2025},
  pages        = {2891--2894},
  publisher    = {{ACM}},
  year         = {2025},
  url          = {https://doi.org/10.1145/3701716.3715193},
  doi          = {10.1145/3701716.3715193},
}

@inproceedings{DBLP:conf/mm/ZhaoLQB0SQH25,
  author       = {Yiming Zhao and
  Guorong Li and
  Laiyun Qing and
  Amin Beheshti and
  Jian Yang and
  Quan Z. Sheng and
  Yuankai Qi and
  Qingming Huang},
  editor       = {Cathal Gurrin and
  Klaus Schoeffmann and
  Min Zhang and
  Luca Rossetto and
  Stevan Rudinac and
  Duc{-}Tien Dang{-}Nguyen and
  Wen{-}Huang Cheng and
  Phoebe Chen and
  Jenny Benois{-}Pineau},
  title        = {{SDVPT:} Semantic-Driven Visual Prompt Tuning for Open-world Object
  Counting},
  booktitle    = {Proceedings of the 33rd {ACM} International Conference on Multimedia,
  {MM} 2025, Dublin, Ireland, October 27-31, 2025},
  pages        = {5413--5421},
  publisher    = {{ACM}},
  year         = {2025},
  url          = {https://doi.org/10.1145/3746027.3754581},
  doi          = {10.1145/3746027.3754581},
}

@inproceedings{DBLP:conf/cikm/ShabaniBQHF025,
  author       = {Nasrin Shabani and
  Amin Beheshti and
  Yuankai Qi and
  Venus Haghighi and
  Jin Foo and
  Jia Wu},
  editor       = {Meeyoung Cha and
  Chanyoung Park and
  Noseong Park and
  Carl Yang and
  Senjuti Basu Roy and
  Jessie Li and
  Jaap Kamps and
  Kijung Shin and
  Bryan Hooi and
  Lifang He},
  title        = {{STGS:} Spatio-temporal Graph Sparsification Using Reinforcement Learning},
  booktitle    = {Proceedings of the 34th {ACM} International Conference on Information
  and Knowledge Management, {CIKM} 2025, Seoul, Republic of Korea, November
  10-14, 2025},
  pages        = {2546--2555},
  publisher    = {{ACM}},
  year         = {2025},
  url          = {https://doi.org/10.1145/3746252.3761107},
  doi          = {10.1145/3746252.3761107},
}

@inproceedings{DBLP:conf/www/ShabaniBQHMS25,
  author       = {Nasrin Shabani and
  Amin Beheshti and
  Yuankai Qi and
  Venus Haghighi and
  Sahar Moradizeyveh and
  Quan Z. Sheng},
  editor       = {Guodong Long and
  Michale Blumestein and
  Yi Chang and
  Liane Lewin{-}Eytan and
  Zi Helen Huang and
  Elad Yom{-}Tov},
  title        = {Trffc: Efficient Traffic Forecasting through Adaptive Spatio-Temporal
  Graph Reduction},
  booktitle    = {Companion Proceedings of the {ACM} on Web Conference 2025, {WWW} 2025,
  Sydney, NSW, Australia, 28 April 2025 - 2 May 2025},
  pages        = {2899--2902},
  publisher    = {{ACM}},
  year         = {2025},
  url          = {https://doi.org/10.1145/3701716.3715202},
  doi          = {10.1145/3701716.3715202},
}

@inproceedings{DBLP:conf/icspis/AlmadaniAHGAMB25,
  author       = {Murad Almadani and
  Shadi Atalla and
  Yassine Himeur and
  Amjad Gawanmeh and
  Hamzah Alkhazaleh and
  Wathiq Mansoor and
  Amin Beheshti},
  title        = {Uncertainty-Aware Gradient Boosting for Smart Building Energy Forecasting},
  booktitle    = {8th International Conference on Signal Processing and Information
  Security, {ICSPIS} 2025, Dubai, United Arab Emirates, November 18-20,
  2025},
  pages        = {1--5},
  publisher    = {{IEEE}},
  year         = {2025},
  url          = {https://doi.org/10.1109/ICSPIS67605.2025.11318368},
  doi          = {10.1109/ICSPIS67605.2025.11318368},
}

@inproceedings{DBLP:conf/ijcai/LiuQMLPWZBZ25,
  author       = {Yuwen Liu and
  Lianyong Qi and
  Xingyuan Mao and
  Weiming Liu and
  Shichao Pei and
  Fan Wang and
  Xuyun Zhang and
  Amin Beheshti and
  Xiaokang Zhou},
  title        = {Variational Graph Auto-Encoder Driven Graph Enhancement for Sequential
  Recommendation},
  booktitle    = {Proceedings of the Thirty-Fourth International Joint Conference on
  Artificial Intelligence, {IJCAI} 2025, Montreal, Canada, August 16-22,
  2025},
  pages        = {3144--3152},
  publisher    = {ijcai.org},
  year         = {2025},
  url          = {https://doi.org/10.24963/ijcai.2025/350},
  doi          = {10.24963/IJCAI.2025/350},
}

@inproceedings{DBLP:conf/acl/ShettyBDN25,
  author       = {Anudeex Shetty and
  Amin Beheshti and
  Mark Dras and
  Usman Naseem},
  editor       = {Wanxiang Che and
  Joyce Nabende and
  Ekaterina Shutova and
  Mohammad Taher Pilehvar},
  title        = {{VITAL:} {A} New Dataset for Benchmarking Pluralistic Alignment in
  Healthcare},
  booktitle    = {Proceedings of the 63rd Annual Meeting of the Association for Computational
  Linguistics (Volume 1: Long Papers), {ACL} 2025, Vienna, Austria,
  July 27 - August 1, 2025},
  pages        = {22954--22974},
  publisher    = {Association for Computational Linguistics},
  year         = {2025},
  url          = {https://doi.org/10.18653/v1/2025.acl-long.1119},
  doi          = {10.18653/V1/2025.ACL-LONG.1119},
}

@inproceedings{DBLP:conf/icdm/AhmadiBQMNDC25,
  author       = {MohammadHossein Ahmadi and
  Amin Beheshti and
  Yuankai Qi and
  Sam Mokhtari and
  Maryam Khanian Najafabadi and
  Masako Dunn and
  Jonathan R. Clark},
  title        = {Learning from Uncertainty: {A} Cloud-Based Active Learning for Detecting
  Bone Union in Mandibular Reconstruction},
  booktitle    = {{IEEE} International Conference on Data Mining, {ICDM} 2025 - Workshops,
  Washington, DC, USA, November 12-15, 2025},
  pages        = {2535--2538},
  publisher    = {{IEEE}},
  year         = {2025},
  url          = {https://doi.org/10.1109/ICDMW69685.2025.00317},
  doi          = {10.1109/ICDMW69685.2025.00317},
}

@inproceedings{DBLP:conf/icdm/AfzoonBN25,
  author       = {Saleh Afzoon and
  Amin Beheshti and
  Usman Naseem},
  title        = {PersoPilot: An Adaptive AI-Copilot for Transparent Contextualized
  Persona Classification and Personalized Response Generation},
  booktitle    = {{IEEE} International Conference on Data Mining, {ICDM} 2025 - Workshops,
  Washington, DC, USA, November 12-15, 2025},
  pages        = {2511--2514},
  publisher    = {{IEEE}},
  year         = {2025},
  url          = {https://doi.org/10.1109/ICDMW69685.2025.00311},
  doi          = {10.1109/ICDMW69685.2025.00311},
}

@inproceedings{DBLP:conf/icdm/TakahashiTXPISVBB25,
  author       = {Yu Takahashi and
  Shun Takeuchi and
  Kexuan Xin and
  Guillaume Pelat and
  Yoshiaki Ikai and
  Junya Saito and
  Jonathan Vitale and
  Shlomo Berkovsky and
  Amin Beheshti},
  title        = {Uncertainty-Aware Dynamic Knowledge Graphs for Reliable Question Answering},
  booktitle    = {{IEEE} International Conference on Data Mining, {ICDM} 2025 - Workshops,
  Washington, DC, USA, November 12-15, 2025},
  pages        = {2531--2534},
  publisher    = {{IEEE}},
  year         = {2025},
  url          = {https://doi.org/10.1109/ICDMW69685.2025.00316},
  doi          = {10.1109/ICDMW69685.2025.00316},
}

@article{DBLP:journals/corr/abs-2508-15364,
  author       = {Saleh Afzoon and
  Amin Beheshti and
  Nabi Rezvani and
  Farshad Khunjush and
  Usman Naseem and
  John McMahon and
  Zahra Fathollahi and
  Mahdieh Labani and
  Wathiq Mansoor and
  Xuyun Zhang},
  title        = {ExBigBang: {A} Dynamic Approach for Explainable Persona Classification
  through Contextualized Hybrid Transformer Analysis},
  journal      = {CoRR},
  volume       = {abs/2508.15364},
  year         = {2025},
  url          = {https://doi.org/10.48550/arXiv.2508.15364},
  doi          = {10.48550/ARXIV.2508.15364},
  eprinttype   = {arXiv},
  eprint       = {2508.15364},
}

@article{DBLP:journals/corr/abs-2501-03349,
  author       = {Keyvan RahimiZadeh and
  Ahmad Taheri and
  Jan Baumbach and
  Esmael Makarian and
  Abbas Dehghani and
  Bahman Ravaei and
  Bahman Javadi and
  Amin Beheshti},
  title        = {{FTA-FTL:} {A} Fine-Tuned Aggregation Federated Transfer Learning
  Scheme for Lithology Microscopic Image Classification},
  journal      = {CoRR},
  volume       = {abs/2501.03349},
  year         = {2025},
  url          = {https://doi.org/10.48550/arXiv.2501.03349},
  doi          = {10.48550/ARXIV.2501.03349},
  eprinttype   = {arXiv},
  eprint       = {2501.03349},
}

@article{DBLP:journals/corr/abs-2505-21907,
  author       = {Saleh Afzoon and
  Zahra Jahanandish and
  Phuong Thao Huynh and
  Amin Beheshti and
  Usman Naseem},
  title        = {Modeling and Optimizing User Preferences in {AI} Copilots: {A} Comprehensive
  Survey and Taxonomy},
  journal      = {CoRR},
  volume       = {abs/2505.21907},
  year         = {2025},
  url          = {https://doi.org/10.48550/arXiv.2505.21907},
  doi          = {10.48550/ARXIV.2505.21907},
  eprinttype   = {arXiv},
  eprint       = {2505.21907},
}

@article{DBLP:journals/corr/abs-2504-13405,
  author       = {Shengqin Jiang and
  Linfei Li and
  Haokui Zhang and
  Qingshan Liu and
  Amin Beheshti and
  Jian Yang and
  Anton van den Hengel and
  Quan Z. Sheng and
  Yuankai Qi},
  title        = {ProgRoCC: {A} Progressive Approach to Rough Crowd Counting},
  journal      = {CoRR},
  volume       = {abs/2504.13405},
  year         = {2025},
  url          = {https://doi.org/10.48550/arXiv.2504.13405},
  doi          = {10.48550/ARXIV.2504.13405},
  eprinttype   = {arXiv},
  eprint       = {2504.13405},
}

@article{DBLP:journals/corr/abs-2505-23818,
  author       = {Masoud Safilian and
  Amin Beheshti and
  Stephen Elbourn},
  title        = {Ratas framework: {A} comprehensive genai-based approach to rubric-based
  marking of real-world textual exams},
  journal      = {CoRR},
  volume       = {abs/2505.23818},
  year         = {2025},
  url          = {https://doi.org/10.48550/arXiv.2505.23818},
  doi          = {10.48550/ARXIV.2505.23818},
  eprinttype   = {arXiv},
  eprint       = {2505.23818},
}

@article{DBLP:journals/corr/abs-2503-23679,
  author       = {Mingkai Tian and
  Guorong Li and
  Yuankai Qi and
  Amin Beheshti and
  Javen Qinfeng Shi and
  Anton van den Hengel and
  Qingming Huang},
  title        = {The Devil is in the Distributions: Explicit Modeling of Scene Content
  is Key in Zero-Shot Video Captioning},
  journal      = {CoRR},
  volume       = {abs/2503.23679},
  year         = {2025},
  url          = {https://doi.org/10.48550/arXiv.2503.23679},
  doi          = {10.48550/ARXIV.2503.23679},
  eprinttype   = {arXiv},
  eprint       = {2503.23679},
}

@article{DBLP:journals/corr/abs-2503-09103,
  author       = {Syed Talal Ahmad and
  Haohui Lu and
  Sidong Liu and
  Annie Lau and
  Amin Beheshti and
  Mark Dras and
  Usman Naseem},
  title        = {VaxGuard: {A} Multi-Generator, Multi-Type, and Multi-Role Dataset
  for Detecting LLM-Generated Vaccine Misinformation},
  journal      = {CoRR},
  volume       = {abs/2503.09103},
  year         = {2025},
  url          = {https://doi.org/10.48550/arXiv.2503.09103},
  doi          = {10.48550/ARXIV.2503.09103},
  eprinttype   = {arXiv},
  eprint       = {2503.09103},
}

@article{DBLP:journals/tai/ShabaniWBSFHHS24,
  author       = {Nasrin Shabani and
  Jia Wu and
  Amin Beheshti and
  Quan Z. Sheng and
  Jin Foo and
  Venus Haghighi and
  Ambreen Hanif and
  Maryam Shahabikargar},
  title        = {A Comprehensive Survey on Graph Summarization With Graph Neural Networks},
  journal      = {{IEEE} Trans. Artif. Intell.},
  volume       = {5},
  number       = {8},
  pages        = {3780--3800},
  year         = {2024},
  url          = {https://doi.org/10.1109/TAI.2024.3350545},
  doi          = {10.1109/TAI.2024.3350545},
}

@article{DBLP:journals/tnn/LiLSCWHPGWBY24,
  author       = {Qian Li and
  Jianxin Li and
  Jiawei Sheng and
  Shiyao Cui and
  Jia Wu and
  Yiming Hei and
  Hao Peng and
  Shu Guo and
  Lihong Wang and
  Amin Beheshti and
  Philip S. Yu},
  title        = {A Survey on Deep Learning Event Extraction: Approaches and Applications},
  journal      = {{IEEE} Trans. Neural Networks Learn. Syst.},
  volume       = {35},
  number       = {5},
  pages        = {6301--6321},
  year         = {2024},
  url          = {https://doi.org/10.1109/TNNLS.2022.3213168},
  doi          = {10.1109/TNNLS.2022.3213168},
}

@article{DBLP:journals/caeai/FarhoodJBM24,
  author       = {Helia Farhood and
  Ibrahim Nabeel Joudah and
  Amin Beheshti and
  Samuel M{\"{u}}ller},
  title        = {Advancing student outcome predictions through generative adversarial
  networks},
  journal      = {Comput. Educ. Artif. Intell.},
  volume       = {7},
  pages        = {100293},
  year         = {2024},
  url          = {https://doi.org/10.1016/j.caeai.2024.100293},
  doi          = {10.1016/J.CAEAI.2024.100293},
}

@article{DBLP:journals/tjs/FadaeiDRB24,
  author       = {Sadegh Fadaei and
  Abbas Dehghani and
  Keyvan RahimiZadeh and
  Amin Beheshti},
  title        = {An efficient texture descriptor based on local patterns and particle
  swarm optimization algorithm for face recognition},
  journal      = {J. Supercomput.},
  volume       = {80},
  number       = {17},
  pages        = {25345--25376},
  year         = {2024},
  url          = {https://doi.org/10.1007/s11227-024-06401-5},
  doi          = {10.1007/S11227-024-06401-5},
}

@article{DBLP:journals/iotj/BakhshayeshiETEBA24,
  author       = {Ivan Bakhshayeshi and
  Eila Erfani and
  Firouzeh Rosa Taghikhah and
  Stephen Elbourn and
  Amin Beheshti and
  Mohsen Asadnia},
  title        = {An Intelligence Cattle Reidentification System Over Transport by Siamese
  Neural Networks and {YOLO}},
  journal      = {{IEEE} Internet Things J.},
  volume       = {11},
  number       = {2},
  pages        = {2351--2363},
  year         = {2024},
  url          = {https://doi.org/10.1109/JIOT.2023.3294944},
  doi          = {10.1109/JIOT.2023.3294944},
}

@article{DBLP:journals/jis/AbuSalihQAGIABA24,
  author       = {Bilal Abu{-}Salih and
  Dana Al Qudah and
  Malak Al{-}Hassan and
  Seyed Mohssen Ghafari and
  Tomayess Issa and
  Ibrahim Aljarah and
  Amin Beheshti and
  Sulaiman Alqahtani},
  title        = {An intelligent system for multi-topic social spam detection in microblogging},
  journal      = {J. Inf. Sci.},
  volume       = {50},
  number       = {6},
  pages        = {1471--1498},
  year         = {2024},
  url          = {https://doi.org/10.1177/01655515221124062},
  doi          = {10.1177/01655515221124062},
}

@article{DBLP:journals/tce/ShabaniBJWHNF24,
  author       = {Nasrin Shabani and
  Amin Beheshti and
  Alireza Jolfaei and
  Jia Wu and
  Venus Haghighi and
  Maryam Khanian Najafabadi and
  Jin Foo},
  title        = {Attention-Based Graph Summarization for Large-Scale Information Retrieval},
  journal      = {{IEEE} Trans. Consumer Electron.},
  volume       = {70},
  number       = {3},
  pages        = {6224--6235},
  year         = {2024},
  url          = {https://doi.org/10.1109/TCE.2024.3411993},
  doi          = {10.1109/TCE.2024.3411993},
}

@article{DBLP:journals/bib/ZahediGAMBALLA24,
  author       = {Roxana Zahedi and
  Reza Ghamsari and
  Ahmadreza Argha and
  Callum Macphillamy and
  Amin Beheshti and
  Roohallah Alizadehsani and
  Nigel H. Lovell and
  Mohammad Lotfollahi and
  Hamid Alinejad{-}Rokny},
  title        = {Deep learning in spatially resolved transcriptomics: a comprehensive
  technical view},
  journal      = {Briefings Bioinform.},
  volume       = {25},
  number       = {2},
  year         = {2024},
  url          = {https://doi.org/10.1093/bib/bbae082},
  doi          = {10.1093/BIB/BBAE082},
}

@article{DBLP:journals/apin/JafariSSABLCAG24,
  author       = {Mahboobeh Jafari and
  Delaram Sadeghi and
  Afshin Shoeibi and
  Hamid Alinejad{-}Rokny and
  Amin Beheshti and
  David L{\'{o}}pez{-}Garc{\'{\i}}a and
  Zhaolin Chen and
  U. Rajendra Acharya and
  Juan Manuel G{\'{o}}rriz},
  title        = {Empowering precision medicine: AI-driven schizophrenia diagnosis via
  {EEG} signals: {A} comprehensive review from 2002-2023},
  journal      = {Appl. Intell.},
  volume       = {54},
  number       = {11-12},
  pages        = {35--79},
  year         = {2024},
  url          = {https://doi.org/10.1007/s10489-023-05155-6},
  doi          = {10.1007/S10489-023-05155-6},
}

@article{DBLP:journals/informatics/FarhoodJBM24,
  author       = {Helia Farhood and
  Ibrahim Nabeel Joudah and
  Amin Beheshti and
  Samuel M{\"{u}}ller},
  title        = {Evaluating and Enhancing Artificial Intelligence Models for Predicting
  Student Learning Outcomes},
  journal      = {Informatics},
  volume       = {11},
  number       = {3},
  pages        = {46},
  year         = {2024},
  url          = {https://doi.org/10.3390/informatics11030046},
  doi          = {10.3390/INFORMATICS11030046},
}

@article{DBLP:journals/algorithms/SharmaCBAHB24,
  author       = {Neeraj Anand Sharma and
  Rishal Ravikesh Chand and
  Zain Buksh and
  A. B. M. Shawkat Ali and
  Ambreen Hanif and
  Amin Beheshti},
  title        = {Explainable {AI} Frameworks: Navigating the Present Challenges and
  Unveiling Innovative Applications},
  journal      = {Algorithms},
  volume       = {17},
  number       = {6},
  pages        = {227},
  year         = {2024},
  url          = {https://doi.org/10.3390/a17060227},
  doi          = {10.3390/A17060227},
}

@article{DBLP:journals/tcss/RazzakBCHXB24,
  author       = {Imran Razzak and
  Mohamed Reda Bouadjenek and
  Muhammad Aamir Cheema and
  Ibrahim A. Hameed and
  Guandong Xu and
  Amin Beheshti},
  title        = {Guest Editorial: Special Issue on Generating Human Readable Explanations
  in {NLP}},
  journal      = {{IEEE} Trans. Comput. Soc. Syst.},
  volume       = {11},
  number       = {4},
  pages        = {4552--4555},
  year         = {2024},
  url          = {https://doi.org/10.1109/TCSS.2024.3427223},
  doi          = {10.1109/TCSS.2024.3427223},
}

@article{DBLP:journals/ivc/LotfiJBFSB24,
  author       = {Fariba Lotfi and
  Mansour Jamzad and
  Hamid Beigy and
  Helia Farhood and
  Quan Z. Sheng and
  Amin Beheshti},
  title        = {Knowledge graph construction in hyperbolic space for automatic image
  annotation},
  journal      = {Image Vis. Comput.},
  volume       = {151},
  pages        = {105293},
  year         = {2024},
  url          = {https://doi.org/10.1016/j.imavis.2024.105293},
  doi          = {10.1016/J.IMAVIS.2024.105293},
}

@article{DBLP:journals/eswa/TaheriRBBRMG24,
  author       = {Ahmad Taheri and
  Keyvan RahimiZadeh and
  Amin Beheshti and
  Jan Baumbach and
  Ravipudi Venkata Rao and
  Seyedali Mirjalili and
  Amir H. Gandomi},
  title        = {Partial reinforcement optimizer: An evolutionary optimization algorithm},
  journal      = {Expert Syst. Appl.},
  volume       = {238},
  number       = {Part {F}},
  pages        = {122070},
  year         = {2024},
  url          = {https://doi.org/10.1016/j.eswa.2023.122070},
  doi          = {10.1016/J.ESWA.2023.122070},
}

@article{DBLP:journals/kbs/MaZQBLQL24,
  author       = {Yunchuan Ma and
  Zheng Zhu and
  Yuankai Qi and
  Amin Beheshti and
  Ying Li and
  Laiyun Qing and
  Guorong Li},
  title        = {Style-aware two-stage learning framework for video captioning},
  journal      = {Knowl. Based Syst.},
  volume       = {301},
  pages        = {112258},
  year         = {2024},
  url          = {https://doi.org/10.1016/j.knosys.2024.112258},
  doi          = {10.1016/J.KNOSYS.2024.112258},
}

@inproceedings{DBLP:conf/iconip/KannegantiMRKB24,
  author       = {Deepak Kanneganti and
  Sajib Mistry and
  Sumedha Rajakaruna and
  Aneesh Krishna and
  Amin Beheshti},
  editor       = {Mufti Mahmud and
  Maryam Doborjeh and
  Kevin Kok Wai Wong and
  Andrew Chi{-}Sing Leung and
  Zohreh Doborjeh and
  M. Tanveer},
  title        = {A Hybrid Contextual Deep Learning Model to Predict Renewable Energy
  Generation},
  booktitle    = {Neural Information Processing - 31st International Conference, {ICONIP}
  2024, Auckland, New Zealand, December 2-6, 2024, Proceedings, Part
  {XI}},
  series       = {Lecture Notes in Computer Science},
  volume       = {15296},
  pages        = {243--257},
  publisher    = {Springer},
  year         = {2024},
  url          = {https://doi.org/10.1007/978-981-96-6606-5\_17},
  doi          = {10.1007/978-981-96-6606-5\_17},
}

@inproceedings{DBLP:conf/wsdm/LuoDWBYX24,
  author       = {Xuexiong Luo and
  Guangwei Dong and
  Jia Wu and
  Amin Beheshti and
  Jian Yang and
  Shan Xue},
  editor       = {Luz Angelica Caudillo{-}Mata and
  Silvio Lattanzi and
  Andr{\'{e}}s Mu{\~{n}}oz Medina and
  Leman Akoglu and
  Aristides Gionis and
  Sergei Vassilvitskii},
  title        = {An Interpretable Brain Graph Contrastive Learning Framework for Brain
  Disorder Analysis},
  booktitle    = {Proceedings of the 17th {ACM} International Conference on Web Search
  and Data Mining, {WSDM} 2024, Merida, Mexico, March 4-8, 2024},
  pages        = {1074--1077},
  publisher    = {{ACM}},
  year         = {2024},
  url          = {https://doi.org/10.1145/3616855.3635695},
  doi          = {10.1145/3616855.3635695},
}

@inproceedings{DBLP:conf/adma/CaoLWXYWB24,
  author       = {Xin Cao and
  He Luo and
  Guoqiang Wang and
  Shan Xue and
  Jian Yang and
  Jia Wu and
  Amin Beheshti},
  editor       = {Quan Z. Sheng and
  Gill Dobbie and
  Jing Jiang and
  Xuyun Zhang and
  Wei Emma Zhang and
  Yannis Manolopoulos and
  Jia Wu and
  Wathiq Mansoor and
  Congbo Ma},
  title        = {BiF-AC: {A} Bidirectional Feedback Actor-Critic Framework for {UAV-UGV}
  Graph-Based Search and Rescue Operations},
  booktitle    = {Advanced Data Mining and Applications - 20th International Conference,
  {ADMA} 2024, Sydney, NSW, Australia, December 3-5, 2024, Proceedings,
  Part {III}},
  series       = {Lecture Notes in Computer Science},
  volume       = {15389},
  pages        = {66--81},
  publisher    = {Springer},
  year         = {2024},
  url          = {https://doi.org/10.1007/978-981-96-0821-8\_5},
  doi          = {10.1007/978-981-96-0821-8\_5},
}

@inproceedings{DBLP:conf/mm/MaoLQD0ZDBZ24,
  author       = {Xingyuan Mao and
  Yuwen Liu and
  Lianyong Qi and
  Li Duan and
  Xiaolong Xu and
  Xuyun Zhang and
  Wanchun Dou and
  Amin Beheshti and
  Xiaokang Zhou},
  editor       = {Jianfei Cai and
  Mohan S. Kankanhalli and
  Balakrishnan Prabhakaran and
  Susanne Boll and
  Ramanathan Subramanian and
  Liang Zheng and
  Vivek K. Singh and
  Pablo C{\'{e}}sar and
  Lexing Xie and
  Dong Xu},
  title        = {Cluster-driven Personalized Federated Recommendation with Interest-aware
  Graph Convolution Network for Multimedia},
  booktitle    = {Proceedings of the 32nd {ACM} International Conference on Multimedia,
  {MM} 2024, Melbourne, VIC, Australia, 28 October 2024 - 1 November
  2024},
  pages        = {5614--5622},
  publisher    = {{ACM}},
  year         = {2024},
  url          = {https://doi.org/10.1145/3664647.3680788},
  doi          = {10.1145/3664647.3680788},
}

@inproceedings{DBLP:conf/icdm/DongL0000B24,
  author       = {Guangwei Dong and
  Xuexiong Luo and
  Jing Du and
  Jia Wu and
  Shan Xue and
  Jian Yang and
  Amin Beheshti},
  editor       = {Elena Baralis and
  Kun Zhang and
  Ernesto Damiani and
  M{\'{e}}rouane Debbah and
  Panos Kalnis and
  Xindong Wu},
  title        = {Counterfactual Brain Graph Augmentation Guided Bi-Level Contrastive
  Learning for Disorder Analysis},
  booktitle    = {{IEEE} International Conference on Data Mining, {ICDM} 2024, Abu Dhabi,
  United Arab Emirates, December 9-12, 2024},
  pages        = {91--100},
  publisher    = {{IEEE}},
  year         = {2024},
  url          = {https://doi.org/10.1109/ICDM59182.2024.00016},
  doi          = {10.1109/ICDM59182.2024.00016},
}

@inproceedings{DBLP:conf/nips/JiaZHCQ0BD24,
  author       = {Yongzhe Jia and
  Xuyun Zhang and
  Hongsheng Hu and
  Kim{-}Kwang Raymond Choo and
  Lianyong Qi and
  Xiaolong Xu and
  Amin Beheshti and
  Wanchun Dou},
  editor       = {Amir Globersons and
  Lester Mackey and
  Danielle Belgrave and
  Angela Fan and
  Ulrich Paquet and
  Jakub M. Tomczak and
  Cheng Zhang},
  title        = {DapperFL: Domain Adaptive Federated Learning with Model Fusion Pruning
  for Edge Devices},
  booktitle    = {Advances in Neural Information Processing Systems 37: Annual Conference
  on Neural Information Processing Systems 2024, NeurIPS 2024, Vancouver,
  BC, Canada, December 10 - 15, 2024},
  year         = {2024},
  url          = {http://papers.nips.cc/paper\_files/paper/2024/hash/17a1a1439421f1837e10cd612bf92861-Abstract-Conference.html},
}

@inproceedings{DBLP:conf/iwinac/ShoeibiKAHBBG24,
  author       = {Afshin Shoeibi and
  Marjane Khodatars and
  Hamid Alinejad{-}Rokny and
  J{\'{o}}nathan Heras and
  Sara Bagherzadeh and
  Amin Beheshti and
  Juan Manuel G{\'{o}}rriz},
  editor       = {Jos{\'{e}} Manuel Ferr{\'{a}}ndez de Vicente and
  Mikel Val{-}Calvo and
  Hojjat Adeli},
  title        = {Diagnosis of Schizophrenia in {EEG} Signals Using dDTF Effective Connectivity
  and New PreTrained {CNN} and Transformer Models},
  booktitle    = {Artificial Intelligence for Neuroscience and Emotional Systems - 10th
  International Work-Conference on the Interplay Between Natural and
  Artificial Computation, {IWINAC} 2024, Olh{\^{a}}o, Portugal, June
  4-7, 2024, Proceedings, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {14674},
  pages        = {150--160},
  publisher    = {Springer},
  year         = {2024},
  url          = {https://doi.org/10.1007/978-3-031-61140-7\_15},
  doi          = {10.1007/978-3-031-61140-7\_15},
}

@inproceedings{DBLP:conf/icws/ChenCBCD24,
  author       = {Cheng Chen and
  Xiaoxiao Chi and
  Amin Beheshti and
  Jinjun Chen and
  Wanchun Dou},
  title        = {{DISS-CF:} Direct Item Session Similarity Enhanced Collaborative Filtering
  Method for Recommendation},
  booktitle    = {{IEEE} International Conference on Web Services, {ICWS} 2024, Shenzhen,
  China, July 7-13, 2024},
  pages        = {320--329},
  publisher    = {{IEEE}},
  year         = {2024},
  url          = {https://doi.org/10.1109/ICWS62655.2024.00054},
  doi          = {10.1109/ICWS62655.2024.00054},
}

@inproceedings{DBLP:conf/miccai/DuDMXWYBSG24,
  author       = {Jing Du and
  Guangwei Dong and
  Congbo Ma and
  Shan Xue and
  Jia Wu and
  Jian Yang and
  Amin Beheshti and
  Quan Z. Sheng and
  Alexis Giral},
  editor       = {Marius George Linguraru and
  Qi Dou and
  Aasa Feragen and
  Stamatia Giannarou and
  Ben Glocker and
  Karim Lekadir and
  Julia A. Schnabel},
  title        = {Distributionally-Adaptive Variational Meta Learning for Brain Graph
  Classification},
  booktitle    = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
  2024 - 27th International Conference, Marrakesh, Morocco, October
  6-10, 2024, Proceedings, Part {X}},
  series       = {Lecture Notes in Computer Science},
  volume       = {15010},
  pages        = {229--239},
  publisher    = {Springer},
  year         = {2024},
  url          = {https://doi.org/10.1007/978-3-031-72117-5\_22},
  doi          = {10.1007/978-3-031-72117-5\_22},
}

@inproceedings{DBLP:conf/iwinac/ShoeibiJSAABG24,
  author       = {Afshin Shoeibi and
  Mahboobeh Jafari and
  Delaram Sadeghi and
  Roohallah Alizadehsani and
  Hamid Alinejad{-}Rokny and
  Amin Beheshti and
  Juan Manuel G{\'{o}}rriz},
  editor       = {Jos{\'{e}} Manuel Ferr{\'{a}}ndez de Vicente and
  Mikel Val{-}Calvo and
  Hojjat Adeli},
  title        = {Early Diagnosis of Schizophrenia in {EEG} Signals Using One Dimensional
  Transformer Model},
  booktitle    = {Artificial Intelligence for Neuroscience and Emotional Systems - 10th
  International Work-Conference on the Interplay Between Natural and
  Artificial Computation, {IWINAC} 2024, Olh{\^{a}}o, Portugal, June
  4-7, 2024, Proceedings, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {14674},
  pages        = {139--149},
  publisher    = {Springer},
  year         = {2024},
  url          = {https://doi.org/10.1007/978-3-031-61140-7\_14},
  doi          = {10.1007/978-3-031-61140-7\_14},
}

@inproceedings{DBLP:conf/icws/ChenCB24,
  author       = {Vincent Chen and
  Perry Chen and
  Amin Beheshti},
  title        = {Ecosystem-Based Data Products and DaaS: Complexity Analysis and Design
  Considerations},
  booktitle    = {{IEEE} International Conference on Web Services, {ICWS} 2024, Shenzhen,
  China, July 7-13, 2024},
  pages        = {1--9},
  publisher    = {{IEEE}},
  year         = {2024},
  url          = {https://doi.org/10.1109/ICWS62655.2024.00018},
  doi          = {10.1109/ICWS62655.2024.00018},
}

@inproceedings{DBLP:conf/wsdm/HanifBZWBF24,
  author       = {Ambreen Hanif and
  Amin Beheshti and
  Xuyun Zhang and
  Steven Wood and
  Boualem Benatallah and
  EuJin Foo},
  editor       = {Luz Angelica Caudillo{-}Mata and
  Silvio Lattanzi and
  Andr{\'{e}}s Mu{\~{n}}oz Medina and
  Leman Akoglu and
  Aristides Gionis and
  Sergei Vassilvitskii},
  title        = {EvidenceQuest: An Interactive Evidence Discovery System for Explainable
  Artificial Intelligence},
  booktitle    = {Proceedings of the 17th {ACM} International Conference on Web Search
  and Data Mining, {WSDM} 2024, Merida, Mexico, March 4-8, 2024},
  pages        = {1058--1061},
  publisher    = {{ACM}},
  year         = {2024},
  url          = {https://doi.org/10.1145/3616855.3635697},
  doi          = {10.1145/3616855.3635697},
}

@inproceedings{DBLP:conf/aaai/JiaZBD24,
  author       = {Yongzhe Jia and
  Xuyun Zhang and
  Amin Beheshti and
  Wanchun Dou},
  editor       = {Michael J. Wooldridge and
  Jennifer G. Dy and
  Sriraam Natarajan},
  title        = {FedLPS: Heterogeneous Federated Learning for Multiple Tasks with Local
  Parameter Sharing},
  booktitle    = {Thirty-Eighth {AAAI} Conference on Artificial Intelligence, {AAAI}
  2024, Thirty-Sixth Conference on Innovative Applications of Artificial
  Intelligence, {IAAI} 2024, Fourteenth Symposium on Educational Advances
  in Artificial Intelligence, {EAAI} 2014, February 20-27, 2024, Vancouver,
  Canada},
  pages        = {12848--12856},
  publisher    = {{AAAI} Press},
  year         = {2024},
  url          = {https://doi.org/10.1609/aaai.v38i11.29181},
  doi          = {10.1609/AAAI.V38I11.29181},
}

@inproceedings{DBLP:conf/ijcai/Luo000BSMSGY24,
  author       = {Xuexiong Luo and
  Jia Wu and
  Jian Yang and
  Shan Xue and
  Amin Beheshti and
  Quan Z. Sheng and
  David McAlpine and
  Paul F. Sowman and
  Alexis Giral and
  Philip S. Yu},
  title        = {Graph Neural Networks for Brain Graph Learning: {A} Survey},
  booktitle    = {Proceedings of the Thirty-Third International Joint Conference on
  Artificial Intelligence, {IJCAI} 2024, Jeju, South Korea, August 3-9,
  2024},
  pages        = {8170--8178},
  publisher    = {ijcai.org},
  year         = {2024},
  url          = {https://www.ijcai.org/proceedings/2024/903},
}

@inproceedings{DBLP:conf/edbt/ShabaniB0NFJ24,
  author       = {Nasrin Shabani and
  Amin Beheshti and
  Jia Wu and
  Maryam Khanian Najafabadi and
  Jin Foo and
  Alireza Jolfaei},
  editor       = {Letizia Tanca and
  Qiong Luo and
  Giuseppe Polese and
  Loredana Caruccio and
  Xavier Oriol and
  Donatella Firmani},
  title        = {GraphSUM: Scalable Graph Summarization for Efficient Question Answering},
  booktitle    = {Proceedings 27th International Conference on Extending Database Technology,
  {EDBT} 2024, Paestum, Italy, March 25 - March 28},
  pages        = {794--797},
  publisher    = {OpenProceedings.org},
  year         = {2024},
  url          = {https://doi.org/10.48786/edbt.2024.72},
  doi          = {10.48786/EDBT.2024.72},
}

@inproceedings{DBLP:conf/iconip/JainPUMKB24,
  author       = {Hardik A. Jain and
  Chirayu Patel and
  Riyasatali Umatiya and
  Sajib Mistry and
  Aneesh Krishna and
  Amin Beheshti},
  editor       = {Mufti Mahmud and
  Maryam Doborjeh and
  Kevin Kok Wai Wong and
  Andrew Chi{-}Sing Leung and
  Zohreh Doborjeh and
  M. Tanveer},
  title        = {MedSiML: {A} Multilingual Approach for Simplifying Medical Texts},
  booktitle    = {Neural Information Processing - 31st International Conference, {ICONIP}
  2024, Auckland, New Zealand, December 2-6, 2024, Proceedings, Part
  {XI}},
  series       = {Lecture Notes in Computer Science},
  volume       = {15296},
  pages        = {165--179},
  publisher    = {Springer},
  year         = {2024},
  url          = {https://doi.org/10.1007/978-981-96-6606-5\_12},
  doi          = {10.1007/978-981-96-6606-5\_12},
}

@inproceedings{DBLP:conf/IEEEscc/Beheshti24,
  author       = {Amin Beheshti},
  title        = {Natural Language-Oriented Programming {(NLOP):} Towards Democratizing
  Software Creation},
  booktitle    = {{IEEE} International Conference on Software Services Engineering,
  {SSE} 2024, Shenzhen, China, July 7-13, 2024},
  pages        = {258--267},
  publisher    = {{IEEE}},
  year         = {2024},
  url          = {https://doi.org/10.1109/SSE62657.2024.00047},
  doi          = {10.1109/SSE62657.2024.00047},
}

@inproceedings{DBLP:conf/wise/HaghighiSSYSYB24,
  author       = {Venus Haghighi and
  Nasrin Shabani and
  Behnaz Soltani and
  Lina Yao and
  Quan Z. Sheng and
  Jian Yang and
  Amin Beheshti},
  editor       = {Mahmoud Barhamgi and
  Hua Wang and
  Xin Wang},
  title        = {Robust Graph Learning Against Camouflaged Malicious Actors},
  booktitle    = {Web Information Systems Engineering - {WISE} 2024 - 25th International
  Conference, Doha, Qatar, December 2-5, 2024, Proceedings, Part {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {15437},
  pages        = {146--161},
  publisher    = {Springer},
  year         = {2024},
  url          = {https://doi.org/10.1007/978-981-96-0567-5\_12},
  doi          = {10.1007/978-981-96-0567-5\_12},
}

@inproceedings{DBLP:conf/wise/TuMLLBZ24,
  author       = {Longchuan Tu and
  Shunmei Meng and
  Xiao Liu and
  Guanfeng Liu and
  Amin Beheshti and
  Xuyun Zhang},
  editor       = {Mahmoud Barhamgi and
  Hua Wang and
  Xin Wang},
  title        = {Semantic Similarity-Based Graph Contrastive Learning for Recommender
  System},
  booktitle    = {Web Information Systems Engineering - {WISE} 2024 - 25th International
  Conference, Doha, Qatar, December 2-5, 2024, Proceedings, Part {III}},
  series       = {Lecture Notes in Computer Science},
  volume       = {15438},
  pages        = {17--31},
  publisher    = {Springer},
  year         = {2024},
  url          = {https://doi.org/10.1007/978-981-96-0570-5\_2},
  doi          = {10.1007/978-981-96-0570-5\_2},
}

@inproceedings{DBLP:conf/ijcai/ChiZ0QB0CWH24,
  author       = {Xiaoxiao Chi and
  Xuyun Zhang and
  Yan Wang and
  Lianyong Qi and
  Amin Beheshti and
  Xiaolong Xu and
  Kim{-}Kwang Raymond Choo and
  Shuo Wang and
  Hongsheng Hu},
  title        = {Shadow-Free Membership Inference Attacks: Recommender Systems Are
  More Vulnerable Than You Thought},
  booktitle    = {Proceedings of the Thirty-Third International Joint Conference on
  Artificial Intelligence, {IJCAI} 2024, Jeju, South Korea, August 3-9,
  2024},
  pages        = {5781--5789},
  publisher    = {ijcai.org},
  year         = {2024},
  url          = {https://www.ijcai.org/proceedings/2024/639},
}

@inproceedings{DBLP:conf/acl/CongQLBZH00H24,
  author       = {Gaoxiang Cong and
  Yuankai Qi and
  Liang Li and
  Amin Beheshti and
  Zhedong Zhang and
  Anton van den Hengel and
  Ming{-}Hsuan Yang and
  Chenggang Yan and
  Qingming Huang},
  editor       = {Lun{-}Wei Ku and
  Andre Martins and
  Vivek Srikumar},
  title        = {StyleDubber: Towards Multi-Scale Style Learning for Movie Dubbing},
  booktitle    = {Findings of the Association for Computational Linguistics, {ACL} 2024,
  Bangkok, Thailand and virtual meeting, August 11-16, 2024},
  series       = {Findings of {ACL}},
  volume       = {{ACL} 2024},
  pages        = {6767--6779},
  publisher    = {Association for Computational Linguistics},
  year         = {2024},
  url          = {https://doi.org/10.18653/v1/2024.findings-acl.404},
  doi          = {10.18653/V1/2024.FINDINGS-ACL.404},
}

@inproceedings{DBLP:conf/icws/LotfiBJB0Y24,
  author       = {Fariba Lotfi and
  Amin Beheshti and
  Mansour Jamzad and
  Hamid Beigy and
  Jia Wu and
  Philip S. Yu},
  title        = {The Open Story Model {(OSM):} Transforming Big Data into Interactive
  Narratives},
  booktitle    = {{IEEE} International Conference on Web Services, {ICWS} 2024, Shenzhen,
  China, July 7-13, 2024},
  pages        = {1177--1187},
  publisher    = {{IEEE}},
  year         = {2024},
  url          = {https://doi.org/10.1109/ICWS62655.2024.00141},
  doi          = {10.1109/ICWS62655.2024.00141},
}

@article{DBLP:journals/corr/abs-2412-11074,
  author       = {Baocai Yin and
  Ji Zhao and
  Huajie Jiang and
  Ningning Hou and
  Yongli Hu and
  Amin Beheshti and
  Ming{-}Hsuan Yang and
  Yuankai Qi},
  title        = {Adapter-Enhanced Semantic Prompting for Continual Learning},
  journal      = {CoRR},
  volume       = {abs/2412.11074},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2412.11074},
  doi          = {10.48550/ARXIV.2412.11074},
  eprinttype   = {arXiv},
  eprint       = {2412.11074},
}

@article{DBLP:journals/corr/abs-2410-03198,
  author       = {Saleh Afzoon and
  Usman Naseem and
  Amin Beheshti and
  Zahra Jamali},
  title        = {PersoBench: Benchmarking Personalized Response Generation in Large
  Language Models},
  journal      = {CoRR},
  volume       = {abs/2410.03198},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2410.03198},
  doi          = {10.48550/ARXIV.2410.03198},
  eprinttype   = {arXiv},
  eprint       = {2410.03198},
}

@article{DBLP:journals/corr/abs-2403-07834,
  author       = {Sahar Moradizeyveh and
  Mehnaz Tabassum and
  Sidong Liu and
  Robert Ahadizad Newport and
  Amin Beheshti and
  Antonio Di Ieva},
  title        = {When Eye-Tracking Meets Machine Learning: {A} Systematic Review on
  Applications in Medical Image Analysis},
  journal      = {CoRR},
  volume       = {abs/2403.07834},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2403.07834},
  doi          = {10.48550/ARXIV.2403.07834},
  eprinttype   = {arXiv},
  eprint       = {2403.07834},
}

@article{DBLP:journals/mms/KausarRSB23,
  author       = {Asma Kausar and
  Imran Razzak and
  Mohd Ibrahim Shapiai and
  Amin Beheshti},
  title        = {3D shallow deep neural network for fast and precise segmentation of
  left atrium},
  journal      = {Multim. Syst.},
  volume       = {29},
  number       = {3},
  pages        = {1739--1749},
  year         = {2023},
  url          = {https://doi.org/10.1007/s00530-021-00776-8},
  doi          = {10.1007/S00530-021-00776-8},
}

@article{DBLP:journals/algorithms/SobhanmaneshBNCRG23,
  author       = {Fariborz Sobhanmanesh and
  Amin Beheshti and
  Nicholas Nouri and
  Natalia Monje Chapparo and
  Sandya Raj and
  Richard A. George},
  title        = {A Cognitive Model for Technology Adoption},
  journal      = {Algorithms},
  volume       = {16},
  number       = {3},
  pages        = {155},
  year         = {2023},
  url          = {https://doi.org/10.3390/a16030155},
  doi          = {10.3390/A16030155},
}

@article{DBLP:journals/tbd/LiangCCWWBT23,
  author       = {Weichao Liang and
  Jie Cao and
  Lei Chen and
  Youquan Wang and
  Jia Wu and
  Amin Beheshti and
  Jiangnan Tang},
  title        = {Crime Prediction With Missing Data Via Spatiotemporal Regularized
  Tensor Decomposition},
  journal      = {{IEEE} Trans. Big Data},
  volume       = {9},
  number       = {5},
  pages        = {1392--1407},
  year         = {2023},
  url          = {https://doi.org/10.1109/TBDATA.2023.3283098},
  doi          = {10.1109/TBDATA.2023.3283098},
}

@article{DBLP:journals/tits/SchiliroMRB23,
  author       = {Francesco Schiliro and
  Nour Moustafa and
  Imran Razzak and
  Amin Beheshti},
  title        = {DeepCog: {A} Trustworthy Deep Learning-Based Human Cognitive Privacy
  Framework in Industrial Policing},
  journal      = {{IEEE} Trans. Intell. Transp. Syst.},
  volume       = {24},
  number       = {7},
  pages        = {7485--7493},
  year         = {2023},
  url          = {https://doi.org/10.1109/TITS.2022.3166631},
  doi          = {10.1109/TITS.2022.3166631},
}

@article{DBLP:journals/algorithms/WangBWLSEA23,
  author       = {Shuang Wang and
  Amin Beheshti and
  Yufei Wang and
  Jianchao Lu and
  Quan Z. Sheng and
  Stephen Elbourn and
  Hamid Alinejad{-}Rokny},
  title        = {Learning Distributed Representations and Deep Embedded Clustering
  of Texts},
  journal      = {Algorithms},
  volume       = {16},
  number       = {3},
  pages        = {158},
  year         = {2023},
  url          = {https://doi.org/10.3390/a16030158},
  doi          = {10.3390/A16030158},
}

@article{DBLP:journals/tits/GuoYJLDB23,
  author       = {Zhiwei Guo and
  Keping Yu and
  Alireza Jolfaei and
  Gang Li and
  Feng Ding and
  Amin Beheshti},
  title        = {Mixed Graph Neural Network-Based Fake News Detection for Sustainable
  Vehicular Social Networks},
  journal      = {{IEEE} Trans. Intell. Transp. Syst.},
  volume       = {24},
  number       = {12},
  pages        = {15486--15498},
  year         = {2023},
  url          = {https://doi.org/10.1109/TITS.2022.3185013},
  doi          = {10.1109/TITS.2022.3185013},
}

@article{DBLP:journals/algorithms/LotfiBFPJB23,
  author       = {Fariba Lotfi and
  Amin Beheshti and
  Helia Farhood and
  Matineh Pooshideh and
  Mansour Jamzad and
  Hamid Beigy},
  title        = {Storytelling with Image Data: {A} Systematic Review and Comparative
  Analysis of Methods and Tools},
  journal      = {Algorithms},
  volume       = {16},
  number       = {3},
  pages        = {135},
  year         = {2023},
  url          = {https://doi.org/10.3390/a16030135},
  doi          = {10.3390/A16030135},
}

@inproceedings{DBLP:conf/wise/HanifBBZHFSS23,
  author       = {Ambreen Hanif and
  Amin Beheshti and
  Boualem Benatallah and
  Xuyun Zhang and
  Habiba and
  EuJin Foo and
  Nasrin Shabani and
  Maryam Shahabikargar},
  editor       = {Feng Zhang and
  Hua Wang and
  Mahmoud Barhamgi and
  Lu Chen and
  Rui Zhou},
  title        = {A Comprehensive Survey of Explainable Artificial Intelligence {(XAI)}
  Methods: Exploring Transparency and Interpretability},
  booktitle    = {Web Information Systems Engineering - {WISE} 2023 - 24th International
  Conference, Melbourne, VIC, Australia, October 25-27, 2023, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {14306},
  pages        = {915--925},
  publisher    = {Springer},
  year         = {2023},
  url          = {https://doi.org/10.1007/978-981-99-7254-8\_71},
  doi          = {10.1007/978-981-99-7254-8\_71},
}

@inproceedings{DBLP:conf/dsaa/RezvaniBZ23,
  author       = {Nabi Rezvani and
  Amin Beheshti and
  Xuyun Zhang},
  title        = {A Contextualized Transformer-Based Method for Cyberbullying Detection},
  booktitle    = {10th {IEEE} International Conference on Data Science and Advanced
  Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
  pages        = {1--10},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/DSAA60987.2023.10302478},
  doi          = {10.1109/DSAA60987.2023.10302478},
}

@inproceedings{DBLP:conf/icws/GhodratnamaBZ23,
  author       = {Samira Ghodratnama and
  Amin Beheshti and
  Mehrdad Zakershahrak},
  editor       = {Claudio A. Ardagna and
  Boualem Benatallah and
  Hongyi Bian and
  Carl K. Chang and
  Rong N. Chang and
  Jing Fan and
  Geoffrey C. Fox and
  Zhi Jin and
  Xuanzhe Liu and
  Heiko Ludwig and
  Michael Sheng and
  Jian Yang},
  title        = {A Personalized Reinforcement Learning Summarization Service for Learning
  Structure from Unstructured Data},
  booktitle    = {{IEEE} International Conference on Web Services, {ICWS} 2023, Chicago,
  IL, USA, July 2-8, 2023},
  pages        = {206--213},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/ICWS60048.2023.00040},
  doi          = {10.1109/ICWS60048.2023.00040},
}

@inproceedings{DBLP:conf/icdm/XiangZDBD023,
  author       = {Haolong Xiang and
  Xuyun Zhang and
  Mark Dras and
  Amin Beheshti and
  Wanchun Dou and
  Xiaolong Xu},
  editor       = {Guihai Chen and
  Latifur Khan and
  Xiaofeng Gao and
  Meikang Qiu and
  Witold Pedrycz and
  Xindong Wu},
  title        = {Deep Optimal Isolation Forest with Genetic Algorithm for Anomaly Detection},
  booktitle    = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
  China, December 1-4, 2023},
  pages        = {678--687},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/ICDM58522.2023.00077},
  doi          = {10.1109/ICDM58522.2023.00077},
}

@inproceedings{DBLP:conf/icws/Beheshti23,
  author       = {Amin Beheshti},
  editor       = {Claudio A. Ardagna and
  Boualem Benatallah and
  Hongyi Bian and
  Carl K. Chang and
  Rong N. Chang and
  Jing Fan and
  Geoffrey C. Fox and
  Zhi Jin and
  Xuanzhe Liu and
  Heiko Ludwig and
  Michael Sheng and
  Jian Yang},
  title        = {Empowering Generative {AI} with Knowledge Base 4.0: Towards Linking
  Analytical, Cognitive, and Generative Intelligence},
  booktitle    = {{IEEE} International Conference on Web Services, {ICWS} 2023, Chicago,
  IL, USA, July 2-8, 2023},
  pages        = {763--771},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/ICWS60048.2023.00103},
  doi          = {10.1109/ICWS60048.2023.00103},
}

@inproceedings{DBLP:conf/icpads/LiZXB23,
  author       = {Junyan Li and
  Xuyun Zhang and
  Haolong Xiang and
  Amin Beheshti},
  title        = {Federated Anomaly Detection with Isolation Forest for IoT Network
  Traffics},
  booktitle    = {29th {IEEE} International Conference on Parallel and Distributed Systems,
  {ICPADS} 2023, Ocean Flower Island, China, December 17-21, 2023},
  pages        = {2622--2629},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/ICPADS60453.2023.00348},
  doi          = {10.1109/ICPADS60453.2023.00348},
}

@inproceedings{DBLP:conf/www/ShawB23,
  author       = {Anthony Shaw and
  Amin Beheshti},
  editor       = {Ying Ding and
  Jie Tang and
  Juan F. Sequeda and
  Lora Aroyo and
  Carlos Castillo and
  Geert{-}Jan Houben},
  title        = {Measuring Potential Performance Gains of Python Web Applications with
  pyUpgradeSim},
  booktitle    = {Companion Proceedings of the {ACM} Web Conference 2023, {WWW} 2023,
  Austin, TX, USA, 30 April 2023 - 4 May 2023},
  pages        = {164--167},
  publisher    = {{ACM}},
  year         = {2023},
  url          = {https://doi.org/10.1145/3543873.3587338},
  doi          = {10.1145/3543873.3587338},
}

@inproceedings{DBLP:conf/dsaa/ZhangZWB23,
  author       = {Guowei Zhang and
  Xuyun Zhang and
  Zhiyong Wang and
  Amin Beheshti},
  title        = {Multi-Granularity Entity Recognition based Sentence Ranking for Multi-Document
  Summarization},
  booktitle    = {10th {IEEE} International Conference on Data Science and Advanced
  Analytics, {DSAA} 2023, Thessaloniki, Greece, October 9-13, 2023},
  pages        = {1--10},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/DSAA60987.2023.10302576},
  doi          = {10.1109/DSAA60987.2023.10302576},
}

@inproceedings{DBLP:conf/wise/HeMLLBCZ23,
  author       = {Kun He and
  Shunmei Meng and
  Qianmu Li and
  Xiao Liu and
  Amin Beheshti and
  Xiaoxiao Chi and
  Xuyun Zhang},
  editor       = {Feng Zhang and
  Hua Wang and
  Mahmoud Barhamgi and
  Lu Chen and
  Rui Zhou},
  title        = {Noise-Augmented Contrastive Learning for Sequential Recommendation},
  booktitle    = {Web Information Systems Engineering - {WISE} 2023 - 24th International
  Conference, Melbourne, VIC, Australia, October 25-27, 2023, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {14306},
  pages        = {559--568},
  publisher    = {Springer},
  year         = {2023},
  url          = {https://doi.org/10.1007/978-981-99-7254-8\_43},
  doi          = {10.1007/978-981-99-7254-8\_43},
}

@inproceedings{DBLP:conf/ijcai/XiangZHQDDB023,
  author       = {Haolong Xiang and
  Xuyun Zhang and
  Hongsheng Hu and
  Lianyong Qi and
  Wanchun Dou and
  Mark Dras and
  Amin Beheshti and
  Xiaolong Xu},
  title        = {OptIForest: Optimal Isolation Forest for Anomaly Detection},
  booktitle    = {Proceedings of the Thirty-Second International Joint Conference on
  Artificial Intelligence, {IJCAI} 2023, 19th-25th August 2023, Macao,
  SAR, China},
  pages        = {2379--2387},
  publisher    = {ijcai.org},
  year         = {2023},
  url          = {https://doi.org/10.24963/ijcai.2023/264},
  doi          = {10.24963/IJCAI.2023/264},
}

@inproceedings{DBLP:conf/icws/BeheshtiYSBCDMZX23,
  author       = {Amin Beheshti and
  Jian Yang and
  Quan Z. Sheng and
  Boualem Benatallah and
  Fabio Casati and
  Schahram Dustdar and
  Hamid Reza Motahari{-}Nezhad and
  Xuyun Zhang and
  Shan Xue},
  editor       = {Claudio A. Ardagna and
  Boualem Benatallah and
  Hongyi Bian and
  Carl K. Chang and
  Rong N. Chang and
  Jing Fan and
  Geoffrey C. Fox and
  Zhi Jin and
  Xuanzhe Liu and
  Heiko Ludwig and
  Michael Sheng and
  Jian Yang},
  title        = {ProcessGPT: Transforming Business Process Management with Generative
  Artificial Intelligence},
  booktitle    = {{IEEE} International Conference on Web Services, {ICWS} 2023, Chicago,
  IL, USA, July 2-8, 2023},
  pages        = {731--739},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/ICWS60048.2023.00099},
  doi          = {10.1109/ICWS60048.2023.00099},
}

@inproceedings{DBLP:conf/icr2/Farhood0B23,
  author       = {Helia Farhood and
  Samuel M{\"{u}}ller and
  Amin Beheshti},
  editor       = {Kevin Daimi and
  Abeer Alsadoon},
  title        = {Surface Area Estimation Using 3D Point Clouds and Delaunay Triangulation},
  booktitle    = {Proceedings of the Second International Conference on Innovations
  in Computing Research (ICR'23), Madrid, Spain, 4-6 September 2023},
  series       = {Lecture Notes in Networks and Systems},
  volume       = {721},
  pages        = {28--39},
  publisher    = {Springer},
  year         = {2023},
  url          = {https://doi.org/10.1007/978-3-031-35308-6\_3},
  doi          = {10.1007/978-3-031-35308-6\_3},
}

@article{DBLP:journals/corr/abs-2302-06114,
  author       = {Nasrin Shabani and
  Jia Wu and
  Amin Beheshti and
  Jin Foo and
  Ambreen Hanif and
  Maryam Shahabikargar},
  title        = {A Survey on Graph Neural Networks for Graph Summarization},
  journal      = {CoRR},
  volume       = {abs/2302.06114},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2302.06114},
  doi          = {10.48550/ARXIV.2302.06114},
  eprinttype   = {arXiv},
  eprint       = {2302.06114},
}

@article{DBLP:journals/ipm/YakhchiBGROE22,
  author       = {Shahpar Yakhchi and
  Amin Beheshti and
  Seyed Mohssen Ghafari and
  Imran Razzak and
  Mehmet A. Orgun and
  Mehdi Elahi},
  title        = {A Convolutional Attention Network for Unifying General and Sequential
  Recommenders},
  journal      = {Inf. Process. Manag.},
  volume       = {59},
  number       = {1},
  pages        = {102755},
  year         = {2022},
  url          = {https://doi.org/10.1016/j.ipm.2021.102755},
  doi          = {10.1016/J.IPM.2021.102755},
}

@article{DBLP:journals/hij/GolkarMRYB22,
  author       = {Ali Golkar and
  Razieh Malekhosseini and
  Keyvan RahimiZadeh and
  Azita Yazdani and
  Amin Beheshti},
  title        = {A priority queue-based telemonitoring system for automatic diagnosis
  of heart diseases in integrated fog computing environments},
  journal      = {Health Informatics J.},
  volume       = {28},
  number       = {4},
  pages        = {146045822211374},
  year         = {2022},
  url          = {https://doi.org/10.1177/14604582221137453},
  doi          = {10.1177/14604582221137453},
}

@article{DBLP:journals/nn/ZhaoWPBMMHDDLYH22,
  author       = {Xusheng Zhao and
  Jia Wu and
  Hao Peng and
  Amin Beheshti and
  Jessica J. M. Monaghan and
  David McAlpine and
  Heivet Hernandez{-}Perez and
  Mark Dras and
  Qiong Dai and
  Yangyang Li and
  Philip S. Yu and
  Lifang He},
  title        = {Deep reinforcement learning guided graph neural networks for brain
  network analysis},
  journal      = {Neural Networks},
  volume       = {154},
  pages        = {56--67},
  year         = {2022},
  url          = {https://doi.org/10.1016/j.neunet.2022.06.035},
  doi          = {10.1016/J.NEUNET.2022.06.035},
}

@article{DBLP:journals/kbs/JalayerKPB22,
  author       = {Abdulrahman Jalayer and
  Mohsen Kahani and
  Asef Pourmasoumi and
  Amin Beheshti},
  title        = {HAM-Net: Predictive Business Process Monitoring with a hierarchical
  attention mechanism},
  journal      = {Knowl. Based Syst.},
  volume       = {236},
  pages        = {107722},
  year         = {2022},
  url          = {https://doi.org/10.1016/j.knosys.2021.107722},
  doi          = {10.1016/J.KNOSYS.2021.107722},
}

@article{DBLP:journals/bmcbi/DashtiDBBBLRA22,
  author       = {Hamed Dashti and
  Iman Dehzangi and
  Masroor Bayati and
  James Breen and
  Amin Beheshti and
  Nigel H. Lovell and
  Hamid R. Rabiee and
  Hamid Alinejad{-}Rokny},
  title        = {Integrative analysis of mutated genes and mutational processes reveals
  novel mutational biomarkers in colorectal cancer},
  journal      = {{BMC} Bioinform.},
  volume       = {23},
  number       = {1},
  pages        = {138},
  year         = {2022},
  url          = {https://doi.org/10.1186/s12859-022-04652-8},
  doi          = {10.1186/S12859-022-04652-8},
}

@article{DBLP:journals/tnsm/WangLSB22,
  author       = {Shuang Wang and
  Xiaoping Li and
  Quan Z. Sheng and
  Amin Beheshti},
  title        = {Performance Analysis and Optimization on Scheduling Stochastic Cloud
  Service Requests: {A} Survey},
  journal      = {{IEEE} Trans. Netw. Serv. Manag.},
  volume       = {19},
  number       = {3},
  pages        = {3587--3602},
  year         = {2022},
  url          = {https://doi.org/10.1109/TNSM.2022.3181145},
  doi          = {10.1109/TNSM.2022.3181145},
}

@article{DBLP:journals/ijlit/MatulionyteNMB22,
  author       = {Rita Matulionyte and
  Paul Nolan and
  Farah Magrabi and
  Amin Beheshti},
  title        = {Should AI-enabled medical devices be explainable?},
  journal      = {Int. J. Law Inf. Technol.},
  volume       = {30},
  number       = {2},
  pages        = {151--180},
  year         = {2022},
  url          = {https://doi.org/10.1093/ijlit/eaac015},
  doi          = {10.1093/IJLIT/EAAC015},
}

@inproceedings{DBLP:conf/adma/AnwarYLBZ22,
  author       = {Adeem Ali Anwar and
  Irfan Younas and
  Guanfeng Liu and
  Amin Beheshti and
  Xuyun Zhang},
  editor       = {Weitong Chen and
  Lina Yao and
  Taotao Cai and
  Shirui Pan and
  Tao Shen and
  Xue Li},
  title        = {A Cricket-Based Selection Hyper-Heuristic for Many-Objective Optimization
  Problems},
  booktitle    = {Advanced Data Mining and Applications - 18th International Conference,
  {ADMA} 2022, Brisbane, QLD, Australia, November 28-30, 2022, Proceedings,
  Part {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {13726},
  pages        = {310--324},
  publisher    = {Springer},
  year         = {2022},
  url          = {https://doi.org/10.1007/978-3-031-22137-8\_23},
  doi          = {10.1007/978-3-031-22137-8\_23},
}

@inproceedings{DBLP:conf/wsdm/Luo0BYZWX22,
  author       = {Xuexiong Luo and
  Jia Wu and
  Amin Beheshti and
  Jian Yang and
  Xiankun Zhang and
  Yuan Wang and
  Shan Xue},
  editor       = {K. Selcuk Candan and
  Huan Liu and
  Leman Akoglu and
  Xin Luna Dong and
  Jiliang Tang},
  title        = {ComGA: Community-Aware Attributed Graph Anomaly Detection},
  booktitle    = {{WSDM} '22: The Fifteenth {ACM} International Conference on Web Search
  and Data Mining, Virtual Event / Tempe, AZ, USA, February 21 - 25,
  2022},
  pages        = {657--665},
  publisher    = {{ACM}},
  year         = {2022},
  url          = {https://doi.org/10.1145/3488560.3498389},
  doi          = {10.1145/3488560.3498389},
}

@inproceedings{DBLP:conf/icdm/LiuMWYXB0PSA22,
  author       = {Fanzhen Liu and
  Xiaoxiao Ma and
  Jia Wu and
  Jian Yang and
  Shan Xue and
  Amin Beheshti and
  Chuan Zhou and
  Hao Peng and
  Quan Z. Sheng and
  Charu C. Aggarwal},
  editor       = {Xingquan Zhu and
  Sanjay Ranka and
  My T. Thai and
  Takashi Washio and
  Xindong Wu},
  title        = {{DAGAD:} Data Augmentation for Graph Anomaly Detection},
  booktitle    = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
  FL, USA, November 28 - Dec. 1, 2022},
  pages        = {259--268},
  publisher    = {{IEEE}},
  year         = {2022},
  url          = {https://doi.org/10.1109/ICDM54844.2022.00036},
  doi          = {10.1109/ICDM54844.2022.00036},
}

@inproceedings{DBLP:conf/sigir/GongZC0B0YQ22,
  author       = {Wenwen Gong and
  Xuyun Zhang and
  Yifei Chen and
  Qiang He and
  Amin Beheshti and
  Xiaolong Xu and
  Chao Yan and
  Lianyong Qi},
  editor       = {Enrique Amig{\'{o}} and
  Pablo Castells and
  Julio Gonzalo and
  Ben Carterette and
  J. Shane Culpepper and
  Gabriella Kazai},
  title        = {{DAWAR:} Diversity-aware Web APIs Recommendation for Mashup Creation
  based on Correlation Graph},
  booktitle    = {{SIGIR} '22: The 45th International {ACM} {SIGIR} Conference on Research
  and Development in Information Retrieval, Madrid, Spain, July 11 -
  15, 2022},
  pages        = {395--404},
  publisher    = {{ACM}},
  year         = {2022},
  url          = {https://doi.org/10.1145/3477495.3531962},
  doi          = {10.1145/3477495.3531962},
}

@inproceedings{DBLP:conf/dsaa/ShahabikargarBKNZA22,
  author       = {Maryam Shahabikargar and
  Amin Beheshti and
  Amin Khatami and
  Ricky Nguyen and
  Xuyun Zhang and
  Hamid Alinejad{-}Rokny},
  editor       = {Joshua Zhexue Huang and
  Yi Pan and
  Barbara Hammer and
  Muhammad Khurram Khan and
  Xing Xie and
  Laizhong Cui and
  Yulin He},
  title        = {Domain Knowledge Enhanced Text Mining for Identifying Mental Disorder
  Patterns},
  booktitle    = {9th {IEEE} International Conference on Data Science and Advanced Analytics,
  {DSAA} 2022, Shenzhen, China, October 13-16, 2022},
  pages        = {1--10},
  publisher    = {{IEEE}},
  year         = {2022},
  url          = {https://doi.org/10.1109/DSAA54385.2022.10032346},
  doi          = {10.1109/DSAA54385.2022.10032346},
}

@inproceedings{DBLP:conf/dsaa/HanifBBZW22,
  author       = {Ambreen Hanif and
  Amin Beheshti and
  Boualem Benatallah and
  Xuyun Zhang and
  Steven Wood},
  editor       = {Joshua Zhexue Huang and
  Yi Pan and
  Barbara Hammer and
  Muhammad Khurram Khan and
  Xing Xie and
  Laizhong Cui and
  Yulin He},
  title        = {Evidence Based Pipeline for Explaining Artificial Intelligence Algorithms
  with Interactions},
  booktitle    = {9th {IEEE} International Conference on Data Science and Advanced Analytics,
  {DSAA} 2022, Shenzhen, China, October 13-16, 2022},
  pages        = {1--9},
  publisher    = {{IEEE}},
  year         = {2022},
  url          = {https://doi.org/10.1109/DSAA54385.2022.10032417},
  doi          = {10.1109/DSAA54385.2022.10032417},
}

@inproceedings{DBLP:conf/icws/Beheshti22,
  author       = {Amin Beheshti},
  editor       = {Claudio Agostino Ardagna and
  Nimanthi L. Atukorala and
  Boualem Benatallah and
  Athman Bouguettaya and
  Fabio Casati and
  Carl K. Chang and
  Rong N. Chang and
  Ernesto Damiani and
  Chirine Ghedira Guegan and
  Robert Ward and
  Fatos Xhafa and
  Xiaofei Xu and
  Jia Zhang},
  title        = {Knowledge Base 4.0: Using Crowdsourcing Services for Mimicking the
  Knowledge of Domain Experts},
  booktitle    = {{IEEE} International Conference on Web Services, {ICWS} 2022, Barcelona,
  Spain, July 10-16, 2022},
  pages        = {425--427},
  publisher    = {{IEEE}},
  year         = {2022},
  url          = {https://doi.org/10.1109/ICWS55610.2022.00069},
  doi          = {10.1109/ICWS55610.2022.00069},
}

@inproceedings{DBLP:conf/momm/TabebordbarBRAE22,
  author       = {Alireza Tabebordbar and
  Amin Beheshti and
  Nabi Rezvani and
  Mohsen Asadnia and
  Stephen Elbourn},
  editor       = {Pari Delir Haghighi and
  Ismail Khalil and
  Gabriele Kotsis},
  title        = {Resolving Learners Misunderstandings Using an Adaptive Divide and
  Correct Technique},
  booktitle    = {Advances in Mobile Computing and Multimedia Intelligence - 20th International
  Conference, MoMM 2022, Virtual Event, November 28-30, 2022, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {13634},
  pages        = {154--168},
  publisher    = {Springer},
  year         = {2022},
  url          = {https://doi.org/10.1007/978-3-031-20436-4\_15},
  doi          = {10.1007/978-3-031-20436-4\_15},
}

@inproceedings{DBLP:conf/aied/ShabaniBFBGA22,
  author       = {Nasrin Shabani and
  Amin Beheshti and
  Helia Farhood and
  Matt Bower and
  Michael Garrett and
  Hamid Alinejad{-}Rokny},
  editor       = {Maria Mercedes T. Rodrigo and
  Noboru Matsuda and
  Alexandra I. Cristea and
  Vania Dimitrova},
  title        = {iCreate: Mining Creative Thinking Patterns from Contextualized Educational
  Data},
  booktitle    = {Artificial Intelligence in Education. Posters and Late Breaking Results,
  Workshops and Tutorials, Industry and Innovation Tracks, Practitioners'
  and Doctoral Consortium - 23rd International Conference, {AIED} 2022,
  Durham, UK, July 27-31, 2022, Proceedings, Part {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {13356},
  pages        = {352--356},
  publisher    = {Springer},
  year         = {2022},
  url          = {https://doi.org/10.1007/978-3-031-11647-6\_68},
  doi          = {10.1007/978-3-031-11647-6\_68},
}

@incollection{DBLP:books/sp/22/BeheshtiBMGA22,
  author       = {Amin Beheshti and
  Boualem Benatallah and
  Hamid Reza Motahari{-}Nezhad and
  Samira Ghodratnama and
  Farhad Amouzgar},
  editor       = {Artem Polyvyanyy},
  title        = {{BP-SPARQL:} {A} Query Language for Summarizing and Analyzing Big
  Process Data},
  booktitle    = {Process Querying Methods},
  pages        = {21--48},
  publisher    = {Springer},
  year         = {2022},
  url          = {https://doi.org/10.1007/978-3-030-92875-9\_2},
  doi          = {10.1007/978-3-030-92875-9\_2},
}

@article{DBLP:journals/corr/abs-2210-14611,
  author       = {Mahboobeh Jafari and
  Afshin Shoeibi and
  Navid Ghassemi and
  J{\'{o}}nathan Heras and
  Abbas Khosravi and
  Sai Ho Ling and
  Roohallah Alizadehsani and
  Amin Beheshti and
  Yu{-}Dong Zhang and
  Shui{-}Hua Wang and
  Juan Manuel G{\'{o}}rriz and
  U. Rajendra Acharya and
  Hamid Alinejad{-}Rokny},
  title        = {Automatic Diagnosis of Myocarditis Disease in Cardiac {MRI} Modality
  using Deep Transformers and Explainable Artificial Intelligence},
  journal      = {CoRR},
  volume       = {abs/2210.14611},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2210.14611},
  doi          = {10.48550/ARXIV.2210.14611},
  eprinttype   = {arXiv},
  eprint       = {2210.14611},
}

@article{DBLP:journals/compsec/DabbaghCBTS21,
  author       = {Mohammad Dabbagh and
  Kim{-}Kwang Raymond Choo and
  Amin Beheshti and
  Mohammad Tahir and
  Nader Sohrabi Safa},
  title        = {A survey of empirical performance evaluation of permissioned blockchain
  platforms: Challenges and opportunities},
  journal      = {Comput. Secur.},
  volume       = {100},
  pages        = {102078},
  year         = {2021},
  url          = {https://doi.org/10.1016/j.cose.2020.102078},
  doi          = {10.1016/J.COSE.2020.102078},
}

@article{DBLP:journals/rpjdi/RezvaniB21,
  author       = {Nabi Rezvani and
  Amin Beheshti},
  title        = {Attention-Based Context Boosted Cyberbullying Detection in Social
  Media},
  journal      = {J. Data Intell.},
  volume       = {2},
  number       = {4},
  pages        = {418--433},
  year         = {2021},
  url          = {https://doi.org/10.26421/JDI2.4-2},
  doi          = {10.26421/JDI2.4-2},
}

@article{DBLP:journals/bdr/GhodratnamaBZS21,
  author       = {Samira Ghodratnama and
  Amin Beheshti and
  Mehrdad Zakershahrak and
  Fariborz Sobhanmanesh},
  title        = {Intelligent Narrative Summaries: From Indicative to Informative Summarization},
  journal      = {Big Data Res.},
  volume       = {26},
  pages        = {100257},
  year         = {2021},
  url          = {https://doi.org/10.1016/j.bdr.2021.100257},
  doi          = {10.1016/J.BDR.2021.100257},
}

@article{DBLP:journals/rpjdi/GhafariBJPYOJS21,
  author       = {Seyed Mohssen Ghafari and
  Amin Beheshti and
  Aditya Joshi and
  C{\'{e}}cile Paris and
  Shahpar Yakhchi and
  Mehmet A. Orgun and
  Alireza Jolfaei and
  Quan Z. Sheng},
  title        = {Modeling Personality Effect in Trust Prediction},
  journal      = {J. Data Intell.},
  volume       = {2},
  number       = {4},
  pages        = {401--417},
  year         = {2021},
  url          = {https://doi.org/10.26421/JDI2.4-1},
  doi          = {10.26421/JDI2.4-1},
}

@article{DBLP:journals/tpds/WangLSRZB21,
  author       = {Shuang Wang and
  Xiaoping Li and
  Quan Z. Sheng and
  Rub{\'{e}}n Ruiz and
  Jinquan Zhang and
  Amin Beheshti},
  title        = {Multi-Queue Request Scheduling for Profit Maximization in IaaS Clouds},
  journal      = {{IEEE} Trans. Parallel Distributed Syst.},
  volume       = {32},
  number       = {11},
  pages        = {2838--2851},
  year         = {2021},
  url          = {https://doi.org/10.1109/TPDS.2021.3075254},
  doi          = {10.1109/TPDS.2021.3075254},
}

@article{DBLP:journals/tits/AshrafBMKJB21,
  author       = {Javed Ashraf and
  Asim D. Bakhshi and
  Nour Moustafa and
  Hasnat Khurshid and
  Abdullah Javed and
  Amin Beheshti},
  title        = {Novel Deep Learning-Enabled {LSTM} Autoencoder Architecture for Discovering
  Anomalous Events From Intelligent Transportation Systems},
  journal      = {{IEEE} Trans. Intell. Transp. Syst.},
  volume       = {22},
  number       = {7},
  pages        = {4507--4518},
  year         = {2021},
  url          = {https://doi.org/10.1109/TITS.2020.3017882},
  doi          = {10.1109/TITS.2020.3017882},
}

@article{DBLP:journals/datamine/Abu-SalihAAFWCB21,
  author       = {Bilal Abu{-}Salih and
  Marwan Al{-}Tawil and
  Ibrahim Aljarah and
  Hossam Faris and
  Pornpit Wongthongtham and
  Kit Yan Chan and
  Amin Beheshti},
  title        = {Relational Learning Analysis of Social Politics using Knowledge Graph
  Embedding},
  journal      = {Data Min. Knowl. Discov.},
  volume       = {35},
  number       = {4},
  pages        = {1497--1536},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10618-021-00760-w},
  doi          = {10.1007/S10618-021-00760-W},
}

@article{DBLP:journals/joi/AllahbakhshABBB21,
  author       = {Mohammad Allahbakhsh and
  Haleh Amintoosi and
  Behshid Behkamal and
  Amin Beheshti and
  Elisa Bertino},
  title        = {SCiMet: Stable, sCalable and reliable Metric-based framework for quality
  assessment in collaborative content generation systems},
  journal      = {J. Informetrics},
  volume       = {15},
  number       = {2},
  pages        = {101127},
  year         = {2021},
  url          = {https://doi.org/10.1016/j.joi.2020.101127},
  doi          = {10.1016/J.JOI.2020.101127},
}

@inproceedings{DBLP:conf/aied/WangBWLSEAG21,
  author       = {Shuang Wang and
  Amin Beheshti and
  Yufei Wang and
  Jianchao Lu and
  Quan Z. Sheng and
  Stephen Elbourn and
  Hamid Alinejad{-}Rokny and
  Elizabeth Galanis},
  editor       = {Ido Roll and
  Danielle S. McNamara and
  Sergey A. Sosnovsky and
  Rose Luckin and
  Vania Dimitrova},
  title        = {Assessment2Vec: Learning Distributed Representations of Assessments
  to Reduce Marking Workload},
  booktitle    = {Artificial Intelligence in Education - 22nd International Conference,
  {AIED} 2021, Utrecht, The Netherlands, June 14-18, 2021, Proceedings,
  Part {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {12749},
  pages        = {384--389},
  publisher    = {Springer},
  year         = {2021},
  url          = {https://doi.org/10.1007/978-3-030-78270-2\_68},
  doi          = {10.1007/978-3-030-78270-2\_68},
}

@inproceedings{DBLP:conf/birthday/BarukhZBBBCYSS21,
  author       = {Moshe Chai Barukh and
  Shayan Zamanirad and
  Marcos B{\'{a}}ez and
  Amin Beheshti and
  Boualem Benatallah and
  Fabio Casati and
  Lina Yao and
  Quan Z. Sheng and
  Francesco Schiliro},
  editor       = {Marco Aiello and
  Athman Bouguettaya and
  Damian Andrew Tamburri and
  Willem{-}Jan van den Heuvel},
  title        = {Cognitive Augmentation in Processes},
  booktitle    = {Next-Gen Digital Services. {A} Retrospective and Roadmap for Service
  Computing of the Future - Essays Dedicated to Michael Papazoglou on
  the Occasion of His 65th Birthday and His Retirement},
  series       = {Lecture Notes in Computer Science},
  volume       = {12521},
  pages        = {123--137},
  publisher    = {Springer},
  year         = {2021},
  url          = {https://doi.org/10.1007/978-3-030-73203-5\_10},
  doi          = {10.1007/978-3-030-73203-5\_10},
}

@inproceedings{DBLP:conf/birthday/YangTB21,
  author       = {Jian Yang and
  Yongping Tang and
  Amin Beheshti},
  editor       = {Marco Aiello and
  Athman Bouguettaya and
  Damian Andrew Tamburri and
  Willem{-}Jan van den Heuvel},
  title        = {Design Methodology for Service-Based Data Product Sharing and Trading},
  booktitle    = {Next-Gen Digital Services. {A} Retrospective and Roadmap for Service
  Computing of the Future - Essays Dedicated to Michael Papazoglou on
  the Occasion of His 65th Birthday and His Retirement},
  series       = {Lecture Notes in Computer Science},
  volume       = {12521},
  pages        = {221--235},
  publisher    = {Springer},
  year         = {2021},
  url          = {https://doi.org/10.1007/978-3-030-73203-5\_17},
  doi          = {10.1007/978-3-030-73203-5\_17},
}

@inproceedings{DBLP:conf/icdm/Zhang00BX0S21,
  author       = {Ge Zhang and
  Jia Wu and
  Jian Yang and
  Amin Beheshti and
  Shan Xue and
  Chuan Zhou and
  Quan Z. Sheng},
  editor       = {James Bailey and
  Pauli Miettinen and
  Yun Sing Koh and
  Dacheng Tao and
  Xindong Wu},
  title        = {{FRAUDRE:} Fraud Detection Dual-Resistant to Graph Inconsistency and
  Imbalance},
  booktitle    = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
  New Zealand, December 7-10, 2021},
  pages        = {867--876},
  publisher    = {{IEEE}},
  year         = {2021},
  url          = {https://doi.org/10.1109/ICDM51629.2021.00098},
  doi          = {10.1109/ICDM51629.2021.00098},
}

@inproceedings{DBLP:conf/ijcnn/GhodratnamaZB21,
  author       = {Samira Ghodratnama and
  Mehrdad Zakershahrak and
  Amin Beheshti},
  title        = {Summary2vec: Learning Semantic Representation of Summaries for Healthcare
  Analytics},
  booktitle    = {International Joint Conference on Neural Networks, {IJCNN} 2021, Shenzhen,
  China, July 18-22, 2021},
  pages        = {1--8},
  publisher    = {{IEEE}},
  year         = {2021},
  url          = {https://doi.org/10.1109/IJCNN52387.2021.9533922},
  doi          = {10.1109/IJCNN52387.2021.9533922},
}

@inproceedings{DBLP:conf/iiwas/KhandanBFPSG21,
  author       = {Nouna Khandan and
  Amin Beheshti and
  Helia Farhood and
  Matineh Pooshideh and
  Mike Simpson and
  Nick Gatland},
  editor       = {Eric Pardede and
  Maria Indrawan{-}Santiago and
  Pari Delir Haghighi and
  Matthias Steinbauer and
  Ismail Khalil and
  Gabriele Kotsis},
  title        = {Towards an Intelligent Fuzzy-fusion Model for Identity Document Classification},
  booktitle    = {iiWAS2021: The 23rd International Conference on Information Integration
  and Web Intelligence, Linz, Austria, 29 November 2021 - 1 December
  2021},
  pages        = {523--531},
  publisher    = {{ACM}},
  year         = {2021},
  url          = {https://doi.org/10.1145/3487664.3487738},
  doi          = {10.1145/3487664.3487738},
}

@inproceedings{DBLP:conf/ijcnn/BeheshtiHW21,
  author       = {Amin Beheshti and
  Vahid Moraveji Hashemi and
  Shuang Wang},
  title        = {Towards Predictive Analytics in Mental Health Care},
  booktitle    = {International Joint Conference on Neural Networks, {IJCNN} 2021, Shenzhen,
  China, July 18-22, 2021},
  pages        = {1--7},
  publisher    = {{IEEE}},
  year         = {2021},
  url          = {https://doi.org/10.1109/IJCNN52387.2021.9534233},
  doi          = {10.1109/IJCNN52387.2021.9534233},
}

@inproceedings{DBLP:conf/iiwas/RouhollahiBMG21,
  author       = {Zeinab Rouhollahi and
  Amin Beheshti and
  Salman Mousaeirad and
  Srinivasa Reddy Goluguri},
  editor       = {Eric Pardede and
  Maria Indrawan{-}Santiago and
  Pari Delir Haghighi and
  Matthias Steinbauer and
  Ismail Khalil and
  Gabriele Kotsis},
  title        = {Towards Proactive Financial Crime and Fraud Detectionthrough Artificial
  Intelligence and RegTech Technologies},
  booktitle    = {iiWAS2021: The 23rd International Conference on Information Integration
  and Web Intelligence, Linz, Austria, 29 November 2021 - 1 December
  2021},
  pages        = {538--546},
  publisher    = {{ACM}},
  year         = {2021},
  url          = {https://doi.org/10.1145/3487664.3487740},
  doi          = {10.1145/3487664.3487740},
}

@inproceedings{DBLP:conf/icsoc/BeheshtiBSCMYG21,
  author       = {Amin Beheshti and
  Boualem Benatallah and
  Quan Z. Sheng and
  Fabio Casati and
  Hamid Reza Motahari{-}Nezhad and
  Jian Yang and
  Aditya Ghose},
  editor       = {Hakim Hacid and
  Monther Aldwairi and
  Mohamed Reda Bouadjenek and
  Marinella Petrocchi and
  Noura Faci and
  Fatma Outay and
  Amin Beheshti and
  Lauritz Thamsen and
  Hai Dong},
  title        = {AI-Enabled Processes: The Age of Artificial Intelligence and Big Data},
  booktitle    = {Service-Oriented Computing - {ICSOC} 2021 Workshops - AIOps, STRAPS,
  {AI-PA} and Satellite Events, Dubai, United Arab Emirates, November
  22-25, 2021, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {13236},
  pages        = {321--335},
  publisher    = {Springer},
  year         = {2021},
  url          = {https://doi.org/10.1007/978-3-031-14135-5\_29},
  doi          = {10.1007/978-3-031-14135-5\_29},
}

@inproceedings{DBLP:conf/icsoc/DorriJBB21,
  author       = {Ali Dorri and
  Raja Jurdak and
  Amin Beheshti and
  Alistair Barros},
  editor       = {Hakim Hacid and
  Monther Aldwairi and
  Mohamed Reda Bouadjenek and
  Marinella Petrocchi and
  Noura Faci and
  Fatma Outay and
  Amin Beheshti and
  Lauritz Thamsen and
  Hai Dong},
  title        = {Towards Scalable Blockchains Using Service-Oriented Architectures},
  booktitle    = {Service-Oriented Computing - {ICSOC} 2021 Workshops - AIOps, STRAPS,
  {AI-PA} and Satellite Events, Dubai, United Arab Emirates, November
  22-25, 2021, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {13236},
  pages        = {351--362},
  publisher    = {Springer},
  year         = {2021},
  url          = {https://doi.org/10.1007/978-3-031-14135-5\_31},
  doi          = {10.1007/978-3-031-14135-5\_31},
}

@article{DBLP:journals/corr/abs-2105-10911,
  author       = {Amin Beheshti and
  Boualem Benatallah and
  Hamid Reza Motahari{-}Nezhad and
  Samira Ghodratnama and
  Farhad Amouzgar},
  title        = {A Query Language for Summarizing and Analyzing Business Process Data},
  journal      = {CoRR},
  volume       = {abs/2105.10911},
  year         = {2021},
  url          = {https://arxiv.org/abs/2105.10911},
  eprinttype   = {arXiv},
  eprint       = {2105.10911},
}

@article{DBLP:journals/access/GhafariBJPMYO20,
  author       = {Seyed Mohssen Ghafari and
  Amin Beheshti and
  Aditya Joshi and
  C{\'{e}}cile Paris and
  Adnan Mahmood and
  Shahpar Yakhchi and
  Mehmet A. Orgun},
  title        = {A Survey on Trust Prediction in Online Social Networks},
  journal      = {{IEEE} Access},
  volume       = {8},
  pages        = {144292--144309},
  year         = {2020},
  url          = {https://doi.org/10.1109/ACCESS.2020.3009445},
  doi          = {10.1109/ACCESS.2020.3009445},
}

@article{DBLP:journals/cee/NiuXAPBA20,
  author       = {Huan Niu and
  Wei Xu and
  Hamidreza Akbarzadeh and
  Hamid Parvin and
  Amin Beheshti and
  Hamid Alinejad{-}Rokny},
  title        = {Deep feature learnt by conventional deep neural network},
  journal      = {Comput. Electr. Eng.},
  volume       = {84},
  pages        = {106656},
  year         = {2020},
  url          = {https://doi.org/10.1016/j.compeleceng.2020.106656},
  doi          = {10.1016/J.COMPELECENG.2020.106656},
}

@article{DBLP:journals/access/GhodratnamaBZS20,
  author       = {Samira Ghodratnama and
  Amin Beheshti and
  Mehrdad Zakershahrak and
  Fariborz Sobhanmanesh},
  title        = {Extractive Document Summarization Based on Dynamic Feature Space Mapping},
  journal      = {{IEEE} Access},
  volume       = {8},
  pages        = {139084--139095},
  year         = {2020},
  url          = {https://doi.org/10.1109/ACCESS.2020.3012539},
  doi          = {10.1109/ACCESS.2020.3012539},
}

@article{DBLP:journals/dase/TabebordbarBBB20,
  author       = {Alireza Tabebordbar and
  Amin Beheshti and
  Boualem Benatallah and
  Moshe Chai Barukh},
  title        = {Feature-Based and Adaptive Rule Adaptation in Dynamic Environments},
  journal      = {Data Sci. Eng.},
  volume       = {5},
  number       = {3},
  pages        = {207--223},
  year         = {2020},
  url          = {https://doi.org/10.1007/s41019-020-00130-4},
  doi          = {10.1007/S41019-020-00130-4},
}

@article{DBLP:journals/fgcs/SerhaniKSNBB20,
  author       = {Mohamed Adel Serhani and
  Hadeel T. El Kassabi and
  Khaled Shuaib and
  Alramzana Nujum Navaz and
  Boualem Benatallah and
  Amin Beheshti},
  title        = {Self-adapting cloud services orchestration for fulfilling intensive
  sensory data-driven IoT workflows},
  journal      = {Future Gener. Comput. Syst.},
  volume       = {108},
  pages        = {583--597},
  year         = {2020},
  url          = {https://doi.org/10.1016/j.future.2020.02.066},
  doi          = {10.1016/J.FUTURE.2020.02.066},
}

@article{DBLP:journals/access/YakhchiBGO020,
  author       = {Shahpar Yakhchi and
  Amin Beheshti and
  Seyed Mohssen Ghafari and
  Mehmet A. Orgun and
  Guanfeng Liu},
  title        = {Towards a Deep Attention-Based Sequential Recommender System},
  journal      = {{IEEE} Access},
  volume       = {8},
  pages        = {178073--178084},
  year         = {2020},
  url          = {https://doi.org/10.1109/ACCESS.2020.3004656},
  doi          = {10.1109/ACCESS.2020.3004656},
}

@article{DBLP:journals/algorithms/BeheshtiYMGGE20,
  author       = {Amin Beheshti and
  Shahpar Yakhchi and
  Salman Mousaeirad and
  Seyed Mohssen Ghafari and
  Srinivasa Reddy Goluguri and
  Mohammad Amin Edrisi},
  title        = {Towards Cognitive Recommender Systems},
  journal      = {Algorithms},
  volume       = {13},
  number       = {8},
  pages        = {176},
  year         = {2020},
  url          = {https://doi.org/10.3390/a13080176},
  doi          = {10.3390/A13080176},
}

@inproceedings{DBLP:conf/momm/GhafariBJPYJO20,
  author       = {Seyed Mohssen Ghafari and
  Amin Beheshti and
  Aditya Joshi and
  C{\'{e}}cile Paris and
  Shahpar Yakhchi and
  Alireza Jolfaei and
  Mehmet A. Orgun},
  editor       = {Pari Delir Haghighi and
  Ivan Salvadori and
  Matthias Steinbauer and
  Ismail Khalil and
  Gabriele Kotsis},
  title        = {A dynamic deep trust prediction approach for online social networks},
  booktitle    = {MoMM '20: The 18th International Conference on Advances in Mobile
  Computing and Multimedia, Chiang Mai, Thailand, November 30 - December
  2, 2020},
  pages        = {11--19},
  publisher    = {{ACM}},
  year         = {2020},
  url          = {https://doi.org/10.1145/3428690.3429167},
  doi          = {10.1145/3428690.3429167},
}

@inproceedings{DBLP:conf/intellisys/SchiliroBM20,
  author       = {Francesco Schiliro and
  Amin Beheshti and
  Nour Moustafa},
  editor       = {Kohei Arai and
  Supriya Kapoor and
  Rahul Bhatia},
  title        = {A Novel Cognitive Computing Technique Using Convolutional Networks
  for Automating the Criminal Investigation Process in Policing},
  booktitle    = {Intelligent Systems and Applications - Proceedings of the 2020 Intelligent
  Systems Conference, IntelliSys 2020, London, UK, September 3-4, 2020,
  Volume 1},
  series       = {Advances in Intelligent Systems and Computing},
  volume       = {1250},
  pages        = {528--539},
  publisher    = {Springer},
  year         = {2020},
  url          = {https://doi.org/10.1007/978-3-030-55180-3\_39},
  doi          = {10.1007/978-3-030-55180-3\_39},
}

@inproceedings{DBLP:conf/edoc/JalayerKBPM20,
  author       = {Abdulrahman Jalayer and
  Mohsen Kahani and
  Amin Beheshti and
  Asef Pourmasoumi and
  Hamid Reza Motahari{-}Nezhad},
  title        = {Attention Mechanism in Predictive Business Process Monitoring},
  booktitle    = {24th {IEEE} International Enterprise Distributed Object Computing
  Conference, {EDOC} 2020, Eindhoven, The Netherlands, October 5-8,
  2020},
  pages        = {181--186},
  publisher    = {{IEEE}},
  year         = {2020},
  url          = {https://doi.org/10.1109/EDOC49727.2020.00030},
  doi          = {10.1109/EDOC49727.2020.00030},
}

@inproceedings{DBLP:conf/dependsys/SchiliroMB20,
  author       = {Francesco Schiliro and
  Nour Moustafa and
  Amin Beheshti},
  title        = {Cognitive Privacy: AI-enabled Privacy using {EEG} Signals in the Internet
  of Things},
  booktitle    = {6th {IEEE} International Conference on Dependability in Sensor, Cloud
  and Big Data Systems and Applications, DependSys 2020, Nadi, Fiji,
  December 14-16, 2020},
  pages        = {73--79},
  publisher    = {{IEEE}},
  year         = {2020},
  url          = {https://doi.org/10.1109/DependSys51298.2020.00019},
  doi          = {10.1109/DEPENDSYS51298.2020.00019},
}

@inproceedings{DBLP:conf/ijcnn/KhatamiNB0NZ20,
  author       = {Amin Khatami and
  Asef Nazari and
  Amin Beheshti and
  Thanh Thi Nguyen and
  Saeid Nahavandi and
  Jerzy Zieba},
  title        = {Convolutional Neural Network for Medical Image Classification using
  Wavelet Features},
  booktitle    = {2020 International Joint Conference on Neural Networks, {IJCNN} 2020,
  Glasgow, United Kingdom, July 19-24, 2020},
  pages        = {1--8},
  publisher    = {{IEEE}},
  year         = {2020},
  url          = {https://doi.org/10.1109/IJCNN48605.2020.9206791},
  doi          = {10.1109/IJCNN48605.2020.9206791},
}

@inproceedings{DBLP:conf/www/BeheshtiTB20,
  author       = {Amin Beheshti and
  Alireza Tabebordbar and
  Boualem Benatallah},
  editor       = {Amal El Fallah Seghrouchni and
  Gita Sukthankar and
  Tie{-}Yan Liu and
  Maarten van Steen},
  title        = {iStory: Intelligent Storytelling with Social Data},
  booktitle    = {Companion of The 2020 Web Conference 2020, Taipei, Taiwan, April 20-24,
  2020},
  pages        = {253--256},
  publisher    = {{ACM} / {IW3C2}},
  year         = {2020},
  url          = {https://doi.org/10.1145/3366424.3383553},
  doi          = {10.1145/3366424.3383553},
}

@inproceedings{DBLP:conf/momm/RezvaniBT20,
  author       = {Nabi Rezvani and
  Amin Beheshti and
  Alireza Tabebordbar},
  editor       = {Pari Delir Haghighi and
  Ivan Salvadori and
  Matthias Steinbauer and
  Ismail Khalil and
  Gabriele Kotsis},
  title        = {Linking textual and contextual features for intelligent cyberbullying
  detection in social media},
  booktitle    = {MoMM '20: The 18th International Conference on Advances in Mobile
  Computing and Multimedia, Chiang Mai, Thailand, November 30 - December
  2, 2020},
  pages        = {3--10},
  publisher    = {{ACM}},
  year         = {2020},
  url          = {https://doi.org/10.1145/3428690.3429171},
  doi          = {10.1145/3428690.3429171},
}

@inproceedings{DBLP:conf/wsdm/BeheshtiHYMG020,
  author       = {Amin Beheshti and
  Vahid Moraveji Hashemi and
  Shahpar Yakhchi and
  Hamid Reza Motahari{-}Nezhad and
  Seyed Mohssen Ghafari and
  Jian Yang},
  editor       = {James Caverlee and
  Xia (Ben) Hu and
  Mounia Lalmas and
  Wei Wang},
  title        = {personality2vec: Enabling the Analysis of Behavioral Disorders in
  Social Networks},
  booktitle    = {{WSDM} '20: The Thirteenth {ACM} International Conference on Web Search
  and Data Mining, Houston, TX, USA, February 3-7, 2020},
  pages        = {825--828},
  publisher    = {{ACM}},
  year         = {2020},
  url          = {https://doi.org/10.1145/3336191.3371865},
  doi          = {10.1145/3336191.3371865},
}

@inproceedings{DBLP:conf/momm/KhadivizandBSSI20,
  author       = {Sam Khadivizand and
  Amin Beheshti and
  Fariborz Sobhanmanesh and
  Quan Z. Sheng and
  Elias Istanbouli and
  Steven Wood and
  Damon Pezaro},
  editor       = {Pari Delir Haghighi and
  Ivan Salvadori and
  Matthias Steinbauer and
  Ismail Khalil and
  Gabriele Kotsis},
  title        = {Towards intelligent feature engineering for risk-based customer segmentation
  in banking},
  booktitle    = {MoMM '20: The 18th International Conference on Advances in Mobile
  Computing and Multimedia, Chiang Mai, Thailand, November 30 - December
  2, 2020},
  pages        = {74--83},
  publisher    = {{ACM}},
  year         = {2020},
  url          = {https://doi.org/10.1145/3428690.3429172},
  doi          = {10.1145/3428690.3429172},
}

@article{DBLP:journals/dpd/BeheshtiBTMBN19,
  author       = {Amin Beheshti and
  Boualem Benatallah and
  Alireza Tabebordbar and
  Hamid Reza Motahari{-}Nezhad and
  Moshe Chai Barukh and
  Reza Nouri},
  title        = {DataSynapse: {A} Social Data Curation Foundry},
  journal      = {Distributed Parallel Databases},
  volume       = {37},
  number       = {3},
  pages        = {351--384},
  year         = {2019},
  url          = {https://doi.org/10.1007/s10619-018-7245-1},
  doi          = {10.1007/S10619-018-7245-1},
}

@inproceedings{DBLP:conf/wise/TabebordbarBBB19,
  author       = {Alireza Tabebordbar and
  Amin Beheshti and
  Boualem Benatallah and
  Moshe Chai Barukh},
  editor       = {Reynold Cheng and
  Nikos Mamoulis and
  Yizhou Sun and
  Xin Huang},
  title        = {Adaptive Rule Adaptation in Unstructured and Dynamic Environments},
  booktitle    = {Web Information Systems Engineering - {WISE} 2019 - 20th International
  Conference, Hong Kong, China, November 26-30, 2019, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {11881},
  pages        = {326--340},
  publisher    = {Springer},
  year         = {2019},
  url          = {https://doi.org/10.1007/978-3-030-34223-4\_21},
  doi          = {10.1007/978-3-030-34223-4\_21},
}

@inproceedings{DBLP:conf/wise/TabebordbarBB19,
  author       = {Alireza Tabebordbar and
  Amin Beheshti and
  Boualem Benatallah},
  editor       = {Reynold Cheng and
  Nikos Mamoulis and
  Yizhou Sun and
  Xin Huang},
  title        = {ConceptMap: {A} Conceptual Approach for Formulating User Preferences
  in Large Information Spaces},
  booktitle    = {Web Information Systems Engineering - {WISE} 2019 - 20th International
  Conference, Hong Kong, China, November 26-30, 2019, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {11881},
  pages        = {779--794},
  publisher    = {Springer},
  year         = {2019},
  url          = {https://doi.org/10.1007/978-3-030-34223-4\_49},
  doi          = {10.1007/978-3-030-34223-4\_49},
}

@inproceedings{DBLP:conf/momm/GhafariJBPYO19,
  author       = {Seyed Mohssen Ghafari and
  Aditya Joshi and
  Amin Beheshti and
  C{\'{e}}cile Paris and
  Shahpar Yakhchi and
  Mehmet A. Orgun},
  editor       = {Pari Delir Haghighi and
  Ivan Luiz Salvadori and
  Matthias Steinbauer and
  Ismail Khalil and
  Gabriele Anderst{-}Kotsis},
  title        = {{DCAT:} {A} Deep Context-Aware Trust Prediction Approach for Online
  Social Networks},
  booktitle    = {MoMM 2019: The 17th International Conference on Advances in Mobile
  Computing {\&} Multimedia, Munich, Germany, December 2-4, 2019},
  pages        = {20--27},
  publisher    = {{ACM}},
  year         = {2019},
  url          = {https://doi.org/10.1145/3365921.3365940},
  doi          = {10.1145/3365921.3365940},
}

@inproceedings{DBLP:conf/pacis/YakhchiBGO19,
  author       = {Shahpar Yakhchi and
  Amin Beheshti and
  Seyed Mohssen Ghafari and
  Mehmet A. Orgun},
  editor       = {Kwok Kee Wei and
  Wayne Wei Huang and
  Jae Kyu Lee and
  Dongming Xu and
  James J. Jiang and
  Hee{-}Woong Kim},
  title        = {Enabling the Analysis of Personality Aspects in Recommender Systems},
  booktitle    = {23rd Pacific Asia Conference on Information Systems, {PACIS} 2019,
  X'ian, China, July 8-12, 2019},
  pages        = {143},
  year         = {2019},
  url          = {https://aisel.aisnet.org/pacis2019/143},
}

@inproceedings{DBLP:conf/momm/BeheshtiHY19,
  author       = {Amin Beheshti and
  Vahid Moraveji Hashemi and
  Shahpar Yakhchi},
  editor       = {Pari Delir Haghighi and
  Ivan Luiz Salvadori and
  Matthias Steinbauer and
  Ismail Khalil and
  Gabriele Anderst{-}Kotsis},
  title        = {Towards Context-Aware Social Behavioral Analytics},
  booktitle    = {MoMM 2019: The 17th International Conference on Advances in Mobile
  Computing {\&} Multimedia, Munich, Germany, December 2-4, 2019},
  pages        = {28--35},
  publisher    = {{ACM}},
  year         = {2019},
  url          = {https://doi.org/10.1145/3365921.3365942},
  doi          = {10.1145/3365921.3365942},
}

@inproceedings{DBLP:conf/wise/BeheshtiBSS19,
  author       = {Amin Beheshti and
  Boualem Benatallah and
  Quan Z. Sheng and
  Francesco Schiliro},
  editor       = {Leong Hou U and
  Jian Yang and
  Yi Cai and
  Kamalakar Karlapalem and
  An Liu and
  Xin Huang},
  title        = {Intelligent Knowledge Lakes: The Age of Artificial Intelligence and
  Big Data},
  booktitle    = {Web Information Systems Engineering - {WISE} 2019 Workshop, Demo,
  and Tutorial, Hong Kong and Macau, China, January 19-22, 2020, Revised
  Selected Papers},
  series       = {Communications in Computer and Information Science},
  volume       = {1155},
  pages        = {24--34},
  publisher    = {Springer},
  year         = {2019},
  url          = {https://doi.org/10.1007/978-981-15-3281-8\_3},
  doi          = {10.1007/978-981-15-3281-8\_3},
}

@article{DBLP:journals/pvldb/BeheshtiBNT18,
  author       = {Amin Beheshti and
  Boualem Benatallah and
  Reza Nouri and
  Alireza Tabebordbar},
  title        = {CoreKG: a Knowledge Lake Service},
  journal      = {Proc. {VLDB} Endow.},
  volume       = {11},
  number       = {12},
  pages        = {1942--1945},
  year         = {2018},
  url          = {http://www.vldb.org/pvldb/vol11/p1942-beheshti.pdf},
  doi          = {10.14778/3229863.3236230},
}

@article{DBLP:journals/cluster/BatarfiSFNBBS18,
  author       = {Omar Batarfi and
  Radwa El Shawi and
  Ayman G. Fayoumi and
  Reza Nouri and
  Amin Beheshti and
  Ahmed Barnawi and
  Sherif Sakr},
  title        = {Correction To: Large scale graph processing systems: survey and an
  experimental evaluation},
  journal      = {Clust. Comput.},
  volume       = {21},
  number       = {2},
  pages        = {1455},
  year         = {2018},
  url          = {https://doi.org/10.1007/s10586-018-2132-0},
  doi          = {10.1007/S10586-018-2132-0},
}

@article{DBLP:journals/spe/BeheshtiBM18,
  author       = {Amin Beheshti and
  Boualem Benatallah and
  Hamid Reza Motahari{-}Nezhad},
  title        = {ProcessAtlas: {A} scalable and extensible platform for business process
  analytics},
  journal      = {Softw. Pract. Exp.},
  volume       = {48},
  number       = {4},
  pages        = {842--866},
  year         = {2018},
  url          = {https://doi.org/10.1002/spe.2558},
  doi          = {10.1002/SPE.2558},
}

@inproceedings{DBLP:conf/caise/BeheshtiVBT18,
  author       = {Amin Beheshti and
  Kushal Vaghani and
  Boualem Benatallah and
  Alireza Tabebordbar},
  editor       = {Jan Mendling and
  Haralambos Mouratidis},
  title        = {CrowdCorrect: {A} Curation Pipeline for Social Data Cleansing and
  Curation},
  booktitle    = {Information Systems in the Big Data Era - CAiSE Forum 2018, Tallinn,
  Estonia, June 11-15, 2018, Proceedings},
  series       = {Lecture Notes in Business Information Processing},
  volume       = {317},
  pages        = {24--38},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-319-92901-9\_3},
  doi          = {10.1007/978-3-319-92901-9\_3},
}

@inproceedings{DBLP:conf/bpm/BeheshtiSGABYSC18,
  author       = {Amin Beheshti and
  Francesco Schiliro and
  Samira Ghodratnama and
  Farhad Amouzgar and
  Boualem Benatallah and
  Jian Yang and
  Quan Z. Sheng and
  Fabio Casati and
  Hamid Reza Motahari{-}Nezhad},
  editor       = {Mathias Weske and
  Marco Montali and
  Ingo Weber and
  Jan vom Brocke},
  title        = {iProcess: Enabling IoT Platforms in Data-Driven Knowledge-Intensive
  Processes},
  booktitle    = {Business Process Management Forum - {BPM} Forum 2018, Sydney, NSW,
  Australia, September 9-14, 2018, Proceedings},
  series       = {Lecture Notes in Business Information Processing},
  volume       = {329},
  pages        = {108--126},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-319-98651-7\_7},
  doi          = {10.1007/978-3-319-98651-7\_7},
}

@inproceedings{DBLP:conf/assri/ShahbazBNQPM18,
  author       = {Usman Shahbaz and
  Amin Beheshti and
  Sadegh Nobari and
  Qiang Qu and
  Hye{-}Young Paik and
  Mehregan Mahdavi},
  editor       = {Ho{-}Pun Lam and
  Sajib Mistry},
  title        = {iRecruit: Towards Automating the Recruitment Process},
  booktitle    = {Service Research and Innovation - 7th Australian Symposium, {ASSRI}
  2018, Sydney, NSW, Australia, September 6, 2018, and Wollongong, NSW,
  Australia, December 14, 2018, Revised Selected Papers},
  series       = {Lecture Notes in Business Information Processing},
  volume       = {367},
  pages        = {139--152},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-030-32242-7\_11},
  doi          = {10.1007/978-3-030-32242-7\_11},
}

@inproceedings{DBLP:conf/wise/GhafariYBO18,
  author       = {Seyed Mohssen Ghafari and
  Shahpar Yakhchi and
  Amin Beheshti and
  Mehmet A. Orgun},
  editor       = {Hakim Hacid and
  Wojciech Cellary and
  Hua Wang and
  Hye{-}Young Paik and
  Rui Zhou},
  title        = {Social Context-Aware Trust Prediction: Methods for Identifying Fake
  News},
  booktitle    = {Web Information Systems Engineering - {WISE} 2018 - 19th International
  Conference, Dubai, United Arab Emirates, November 12-15, 2018, Proceedings,
  Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {11233},
  pages        = {161--177},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-030-02922-7\_11},
  doi          = {10.1007/978-3-030-02922-7\_11},
}

@inproceedings{DBLP:conf/adc/RastanPSRB18,
  author       = {Roya Rastan and
  Hye{-}Young Paik and
  John Shepherd and
  Seung Hwan Ryu and
  Amin Beheshti},
  editor       = {Junhu Wang and
  Gao Cong and
  Jinjun Chen and
  Jianzhong Qi},
  title        = {{TEXUS:} Table Extraction System for {PDF} Documents},
  booktitle    = {Databases Theory and Applications - 29th Australasian Database Conference,
  {ADC} 2018, Gold Coast, QLD, Australia, May 24-27, 2018, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {10837},
  pages        = {345--349},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-319-92013-9\_30},
  doi          = {10.1007/978-3-319-92013-9\_30},
}

@inproceedings{DBLP:conf/icse/TabebordbarB18,
  author       = {Alireza Tabebordbar and
  Amin Beheshti},
  editor       = {Hamid R. Motahari Nezhad and
  Rao Mikkilineni and
  Boualem Benatallah and
  Fabio Casati and
  Schahram Dustdar and
  Gordana Dodig{-}Crnkovic and
  Adrian Mos},
  title        = {Adaptive rule monitoring system},
  booktitle    = {Proceedings of the 1st International Workshop on Software Engineering
  for Cognitive Services, SE4COG@ICSE 2018, Gothenburg, Sweden, May
  28-2, 2018},
  pages        = {45--51},
  publisher    = {{ACM}},
  year         = {2018},
  url          = {https://doi.org/10.1145/3195555.3195564},
  doi          = {10.1145/3195555.3195564},
}

@inproceedings{DBLP:conf/wise/YakhchiGB18,
  author       = {Shahpar Yakhchi and
  Seyed Mohssen Ghafari and
  Amin Beheshti},
  editor       = {Hakim Hacid and
  Quan Z. Sheng and
  Tetsuya Yoshida and
  Azadeh Sarkheyli and
  Rui Zhou},
  title        = {{CNR:} Cross-network Recommendation Embedding User's Personality},
  booktitle    = {Data Quality and Trust in Big Data - 5th International Workshop, {QUAT}
  2018, Held in Conjunction with {WISE} 2018, Dubai, UAE, November 12-15,
  2018, Revised Selected Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {11235},
  pages        = {62--77},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-030-19143-6\_5},
  doi          = {10.1007/978-3-030-19143-6\_5},
}

@inproceedings{DBLP:conf/icsoc/SchiliroBGABYSC18,
  author       = {Francesco Schiliro and
  Amin Beheshti and
  Samira Ghodratnama and
  Farhad Amouzgar and
  Boualem Benatallah and
  Jian Yang and
  Quan Z. Sheng and
  Fabio Casati and
  Hamid Reza Motahari{-}Nezhad},
  editor       = {Xiao Liu and
  Michael Mrissa and
  Liang Zhang and
  Djamal Benslimane and
  Aditya Ghose and
  Zhongjie Wang and
  Antonio Bucchiarone and
  Wei Zhang and
  Ying Zou and
  Qi Yu},
  title        = {iCOP: IoT-Enabled Policing Processes},
  booktitle    = {Service-Oriented Computing - {ICSOC} 2018 Workshops - ADMS, ASOCA,
  ISYyCC, CloTS, DDBS, and NLS4IoT, Hangzhou, China, November 12-15,
  2018, Revised Selected Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {11434},
  pages        = {447--452},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-030-17642-6\_42},
  doi          = {10.1007/978-3-030-17642-6\_42},
}

@inproceedings{DBLP:conf/icsoc/AmouzgarBGBYS18,
  author       = {Farhad Amouzgar and
  Amin Beheshti and
  Samira Ghodratnama and
  Boualem Benatallah and
  Jian Yang and
  Quan Z. Sheng},
  editor       = {Xiao Liu and
  Michael Mrissa and
  Liang Zhang and
  Djamal Benslimane and
  Aditya Ghose and
  Zhongjie Wang and
  Antonio Bucchiarone and
  Wei Zhang and
  Ying Zou and
  Qi Yu},
  title        = {iSheets: {A} Spreadsheet-Based Machine Learning Development Platform
  for Data-Driven Process Analytics},
  booktitle    = {Service-Oriented Computing - {ICSOC} 2018 Workshops - ADMS, ASOCA,
  ISYyCC, CloTS, DDBS, and NLS4IoT, Hangzhou, China, November 12-15,
  2018, Revised Selected Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {11434},
  pages        = {453--457},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-030-17642-6\_43},
  doi          = {10.1007/978-3-030-17642-6\_43},
}

@inproceedings{DBLP:conf/wise/GhafariYBO18a,
  author       = {Seyed Mohssen Ghafari and
  Shahpar Yakhchi and
  Amin Beheshti and
  Mehmet A. Orgun},
  editor       = {Hakim Hacid and
  Quan Z. Sheng and
  Tetsuya Yoshida and
  Azadeh Sarkheyli and
  Rui Zhou},
  title        = {{SETTRUST:} Social Exchange Theory Based Context-Aware Trust Prediction
  in Online Social Networks},
  booktitle    = {Data Quality and Trust in Big Data - 5th International Workshop, {QUAT}
  2018, Held in Conjunction with {WISE} 2018, Dubai, UAE, November 12-15,
  2018, Revised Selected Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {11235},
  pages        = {46--61},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-030-19143-6\_4},
  doi          = {10.1007/978-3-030-19143-6\_4},
}

@article{DBLP:journals/computing/BeheshtiBVRMW17,
  author       = {Amin Beheshti and
  Boualem Benatallah and
  Srikumar Venugopal and
  Seung Hwan Ryu and
  Hamid Reza Motahari{-}Nezhad and
  Wei Wang},
  title        = {A systematic review and comparative analysis of cross-document coreference
  resolution methods and tools},
  journal      = {Computing},
  volume       = {99},
  number       = {4},
  pages        = {313--349},
  year         = {2017},
  url          = {https://doi.org/10.1007/s00607-016-0490-0},
  doi          = {10.1007/S00607-016-0490-0},
}

@inproceedings{DBLP:conf/cikm/BeheshtiBNCXZ17,
  author       = {Amin Beheshti and
  Boualem Benatallah and
  Reza Nouri and
  Van Munin Chhieng and
  HuangTao Xiong and
  Xu Zhao},
  editor       = {Ee{-}Peng Lim and
  Marianne Winslett and
  Mark Sanderson and
  Ada Wai{-}Chee Fu and
  Jimeng Sun and
  J. Shane Culpepper and
  Eric Lo and
  Joyce C. Ho and
  Debora Donato and
  Rakesh Agrawal and
  Yu Zheng and
  Carlos Castillo and
  Aixin Sun and
  Vincent S. Tseng and
  Chenliang Li},
  title        = {CoreDB: a Data Lake Service},
  booktitle    = {Proceedings of the 2017 {ACM} on Conference on Information and Knowledge
  Management, {CIKM} 2017, Singapore, November 06 - 10, 2017},
  pages        = {2451--2454},
  publisher    = {{ACM}},
  year         = {2017},
  url          = {https://doi.org/10.1145/3132847.3133171},
  doi          = {10.1145/3132847.3133171},
}

@inproceedings{DBLP:conf/icws/SalamaYWPB17,
  author       = {Usama Salama and
  Lina Yao and
  Xianzhi Wang and
  Hye{-}Young Paik and
  Amin Beheshti},
  editor       = {Ilkay Altintas and
  Shiping Chen},
  title        = {Multi-Level Privacy-Preserving Access Control as a Service for Personal
  Healthcare Monitoring},
  booktitle    = {2017 {IEEE} International Conference on Web Services, {ICWS} 2017,
  Honolulu, HI, USA, June 25-30, 2017},
  pages        = {878--881},
  publisher    = {{IEEE}},
  year         = {2017},
  url          = {https://doi.org/10.1109/ICWS.2017.111},
  doi          = {10.1109/ICWS.2017.111},
}

@inproceedings{DBLP:conf/www/BeheshtiTBN17,
  author       = {Amin Beheshti and
  Alireza Tabebordbar and
  Boualem Benatallah and
  Reza Nouri},
  editor       = {Rick Barrett and
  Rick Cummings and
  Eugene Agichtein and
  Evgeniy Gabrilovich},
  title        = {On Automating Basic Data Curation Tasks},
  booktitle    = {Proceedings of the 26th International Conference on World Wide Web
  Companion, Perth, Australia, April 3-7, 2017},
  pages        = {165--169},
  publisher    = {{ACM}},
  year         = {2017},
  url          = {https://doi.org/10.1145/3041021.3054726},
  doi          = {10.1145/3041021.3054726},
}

@article{DBLP:journals/dpd/BeheshtiBM16,
  author       = {Amin Beheshti and
  Boualem Benatallah and
  Hamid Reza Motahari{-}Nezhad},
  title        = {Scalable graph-based {OLAP} analytics over process execution data},
  journal      = {Distributed Parallel Databases},
  volume       = {34},
  number       = {3},
  pages        = {379--423},
  year         = {2016},
  url          = {https://doi.org/10.1007/s10619-014-7171-9},
  doi          = {10.1007/S10619-014-7171-9},
}

@inproceedings{DBLP:conf/edbt/BeheshtiBM16,
  author       = {Amin Beheshti and
  Boualem Benatallah and
  Hamid Reza Motahari{-}Nezhad},
  editor       = {Evaggelia Pitoura and
  Sofian Maabout and
  Georgia Koutrika and
  Am{\'{e}}lie Marian and
  Letizia Tanca and
  Ioana Manolescu and
  Kostas Stefanidis},
  title        = {Galaxy: {A} Platform for Explorative Analysis of Open Data Sources},
  booktitle    = {Proceedings of the 19th International Conference on Extending Database
  Technology, {EDBT} 2016, Bordeaux, France, March 15-16, 2016, Bordeaux,
  France, March 15-16, 2016},
  pages        = {640--643},
  publisher    = {OpenProceedings.org},
  year         = {2016},
  url          = {https://doi.org/10.5441/002/edbt.2016.68},
  doi          = {10.5441/002/EDBT.2016.68},
}

@book{DBLP:books/sp/BeheshtiBSGMBGR16,
  author       = {Amin Beheshti and
  Boualem Benatallah and
  Sherif Sakr and
  Daniela Grigori and
  Hamid Reza Motahari{-}Nezhad and
  Moshe Chai Barukh and
  Ahmed Gater and
  Seung Hwan Ryu},
  title        = {Process Analytics - Concepts and Techniques for Querying and Analyzing
  Process Data},
  publisher    = {Springer},
  year         = {2016},
  url          = {https://doi.org/10.1007/978-3-319-25037-3},
  doi          = {10.1007/978-3-319-25037-3},
  isbn         = {978-3-319-25036-6},
}

@article{DBLP:journals/corr/BeheshtiTBN16,
  author       = {Amin Beheshti and
  Alireza Tabebordbar and
  Boualem Benatallah and
  Reza Nouri},
  title        = {Data Curation APIs},
  journal      = {CoRR},
  volume       = {abs/1612.03277},
  year         = {2016},
  url          = {http://arxiv.org/abs/1612.03277},
  eprinttype   = {arXiv},
  eprint       = {1612.03277},
}

@article{DBLP:journals/pvldb/HammoudRNBS15,
  author       = {Mohammad Hammoud and
  Dania Abed Rabbou and
  Reza Nouri and
  Amin Beheshti and
  Sherif Sakr},
  title        = {{DREAM:} Distributed {RDF} Engine with Adaptive Query Planner and
  Minimal Communication},
  journal      = {Proc. {VLDB} Endow.},
  volume       = {8},
  number       = {6},
  pages        = {654--665},
  year         = {2015},
  url          = {http://www.vldb.org/pvldb/vol8/p654-Hammoud.pdf},
  doi          = {10.14778/2735703.2735705},
}

@article{DBLP:journals/cluster/BatarfiSFNBBS15,
  author       = {Omar Batarfi and
  Radwa El Shawi and
  Ayman G. Fayoumi and
  Reza Nouri and
  Amin Beheshti and
  Ahmed Barnawi and
  Sherif Sakr},
  title        = {Large scale graph processing systems: survey and an experimental evaluation},
  journal      = {Clust. Comput.},
  volume       = {18},
  number       = {3},
  pages        = {1189--1213},
  year         = {2015},
  url          = {https://doi.org/10.1007/s10586-015-0472-6},
  doi          = {10.1007/S10586-015-0472-6},
}

@inproceedings{DBLP:conf/adc/MaamarSBB15,
  author       = {Zakaria Maamar and
  Sherif Sakr and
  Ahmed Barnawi and
  Amin Beheshti},
  editor       = {Mohamed A. Sharaf and
  Muhammad Aamir Cheema and
  Jianzhong Qi},
  title        = {A Framework of Enriching Business Processes Life-Cycle with Tagging
  Information},
  booktitle    = {Databases Theory and Applications - 26th Australasian Database Conference,
  {ADC} 2015, Melbourne, VIC, Australia, June 4-7, 2015. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {9093},
  pages        = {309--313},
  publisher    = {Springer},
  year         = {2015},
  url          = {https://doi.org/10.1007/978-3-319-19548-3\_25},
  doi          = {10.1007/978-3-319-19548-3\_25},
}

@inproceedings{DBLP:conf/bigdata/SalihWBZ15,
  author       = {Bilal Abu{-}Salih and
  Pornpit Wongthongtham and
  Amin Beheshti and
  Dengya Zhu},
  editor       = {Barbara Carminati and
  Latifur Khan},
  title        = {A Preliminary Approach to Domain-Based Evaluation of Users' Trustworthiness
  in Online Social Networks},
  booktitle    = {2015 {IEEE} International Congress on Big Data, New York City, NY,
  USA, June 27 - July 2, 2015},
  pages        = {460--466},
  publisher    = {{IEEE} Computer Society},
  year         = {2015},
  url          = {https://doi.org/10.1109/BigDataCongress.2015.74},
  doi          = {10.1109/BIGDATACONGRESS.2015.74},
}

@inproceedings{DBLP:conf/icsoc/SunBBB15,
  author       = {Yu{-}Jen John Sun and
  Moshe Chai Barukh and
  Boualem Benatallah and
  Amin Beheshti},
  editor       = {Alistair Barros and
  Daniela Grigori and
  Nanjangud C. Narendra and
  Hoa Khanh Dam},
  title        = {Scalable SaaS-Based Process Customization with CaseWalls},
  booktitle    = {Service-Oriented Computing - 13th International Conference, {ICSOC}
  2015, Goa, India, November 16-19, 2015, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {9435},
  pages        = {218--233},
  publisher    = {Springer},
  year         = {2015},
  url          = {https://doi.org/10.1007/978-3-662-48616-0\_14},
  doi          = {10.1007/978-3-662-48616-0\_14},
}

@inproceedings{DBLP:conf/daeng/Abu-SalihWBZ15,
  author       = {Bilal Abu{-}Salih and
  Pornpit Wongthongtham and
  Amin Beheshti and
  Behrang Zadjabbari},
  editor       = {Jemal H. Abawajy and
  Mohamed Othman and
  Rozaida Ghazali and
  Mustafa Mat Deris and
  Hairulnizam Mahdin and
  Tutut Herawan},
  title        = {Towards a Methodology for Social Business Intelligence in the Era
  of Big Social Data Incorporating Trust and Semantic Analysis},
  booktitle    = {Proceedings of the Second International Conference on Advanced Data
  and Information Engineering, DaEng 2015, Bali, Indonesia, April 25-26,
  2015},
  series       = {Lecture Notes in Electrical Engineering},
  volume       = {520},
  pages        = {519--527},
  publisher    = {Springer},
  year         = {2015},
  url          = {https://doi.org/10.1007/978-981-13-1799-6\_54},
  doi          = {10.1007/978-981-13-1799-6\_54},
}

@article{DBLP:journals/compsec/AllahbakhshIBBFB14,
  author       = {Mohammad Allahbakhsh and
  Aleksandar Ignjatovic and
  Boualem Benatallah and
  Amin Beheshti and
  Norman Foo and
  Elisa Bertino},
  title        = {Representation and querying of unfair evaluations in social rating
  systems},
  journal      = {Comput. Secur.},
  volume       = {41},
  pages        = {68--88},
  year         = {2014},
  url          = {https://doi.org/10.1016/j.cose.2013.09.008},
  doi          = {10.1016/J.COSE.2013.09.008},
}

@inproceedings{DBLP:conf/tpctc/BarnawiBBSFNS14,
  author       = {Ahmed Barnawi and
  Omar Batarfi and
  Amin Beheshti and
  Radwa El Shawi and
  Ayman G. Fayoumi and
  Reza Nouri and
  Sherif Sakr},
  editor       = {Raghunath Nambiar and
  Meikel Poess},
  title        = {On Characterizing the Performance of Distributed Graph Computation
  Platforms},
  booktitle    = {Performance Characterization and Benchmarking. Traditional to Big
  Data - 6th {TPC} Technology Conference, {TPCTC} 2014, Hangzhou, China,
  September 1-5, 2014. Revised Selected Papers},
  series       = {Lecture Notes in Computer Science},
  volume       = {8904},
  pages        = {29--43},
  publisher    = {Springer},
  year         = {2014},
  url          = {https://doi.org/10.1007/978-3-319-15350-6\_3},
  doi          = {10.1007/978-3-319-15350-6\_3},
}

@inproceedings{DBLP:conf/apweb/AllahbakhshIBBBF13,
  author       = {Mohammad Allahbakhsh and
  Aleksandar Ignjatovic and
  Boualem Benatallah and
  Amin Beheshti and
  Elisa Bertino and
  Norman Foo},
  editor       = {Yoshiharu Ishikawa and
  Jianzhong Li and
  Wei Wang and
  Rui Zhang and
  Wenjie Zhang},
  title        = {Collusion Detection in Online Rating Systems},
  booktitle    = {Web Technologies and Applications - 15th Asia-Pacific Web Conference,
  APWeb 2013, Sydney, Australia, April 4-6, 2013. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {7808},
  pages        = {196--207},
  publisher    = {Springer},
  year         = {2013},
  url          = {https://doi.org/10.1007/978-3-642-37401-2\_21},
  doi          = {10.1007/978-3-642-37401-2\_21},
}

@inproceedings{DBLP:conf/caise/BeheshtiBN13,
  author       = {Amin Beheshti and
  Boualem Benatallah and
  Hamid R. Motahari Nezhad},
  editor       = {Camille Salinesi and
  Moira C. Norrie and
  Oscar Pastor},
  title        = {Enabling the Analysis of Cross-Cutting Aspects in Ad-Hoc Processes},
  booktitle    = {Advanced Information Systems Engineering - 25th International Conference,
  CAiSE 2013, Valencia, Spain, June 17-21, 2013. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {7908},
  pages        = {51--67},
  publisher    = {Springer},
  year         = {2013},
  url          = {https://doi.org/10.1007/978-3-642-38709-8\_4},
  doi          = {10.1007/978-3-642-38709-8\_4},
}

@article{DBLP:journals/corr/BeheshtiVRBW13,
  author       = {Amin Beheshti and
  Srikumar Venugopal and
  Seung Hwan Ryu and
  Boualem Benatallah and
  Wei Wang},
  title        = {Big Data and Cross-Document Coreference Resolution: Current State
  and Future Opportunities},
  journal      = {CoRR},
  volume       = {abs/1311.3987},
  year         = {2013},
  url          = {http://arxiv.org/abs/1311.3987},
  eprinttype   = {arXiv},
  eprint       = {1311.3987},
}

@inproceedings{DBLP:conf/wise/BeheshtiBNA12,
  author       = {Amin Beheshti and
  Boualem Benatallah and
  Hamid R. Motahari Nezhad and
  Mohammad Allahbakhsh},
  editor       = {Xiaoyang Sean Wang and
  Isabel F. Cruz and
  Alex Delis and
  Guangyan Huang},
  title        = {A Framework and a Language for On-Line Analytical Processing on Graphs},
  booktitle    = {Web Information Systems Engineering - {WISE} 2012 - 13th International
  Conference, Paphos, Cyprus, November 28-30, 2012. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {7651},
  pages        = {213--227},
  publisher    = {Springer},
  year         = {2012},
  url          = {https://doi.org/10.1007/978-3-642-35063-4\_16},
  doi          = {10.1007/978-3-642-35063-4\_16},
}

@inproceedings{DBLP:conf/colcom/AllahbakhshIBBBF12,
  author       = {Mohammad Allahbakhsh and
  Aleksandar Ignjatovic and
  Boualem Benatallah and
  Amin Beheshti and
  Elisa Bertino and
  Norman Foo},
  editor       = {Calton Pu and
  James Joshi and
  Surya Nepal},
  title        = {Reputation management in crowdsourcing systems},
  booktitle    = {8th International Conference on Collaborative Computing: Networking,
  Applications and Worksharing, CollaborateCom 2012, Pittsburgh, PA,
  USA, October 14-17, 2012},
  pages        = {664--671},
  publisher    = {{ICST} / {IEEE}},
  year         = {2012},
  url          = {https://doi.org/10.4108/icst.collaboratecom.2012.250499},
  doi          = {10.4108/ICST.COLLABORATECOM.2012.250499},
}

@phdthesis{DBLP:phd/au/Beheshti2012,
  author       = {Amin Beheshti},
  title        = {Organizing, querying, and analyzing ad-hoc processes' data},
  school       = {University of New South Wales, Sydney, Australia},
  year         = {2012},
  url          = {http://handle.unsw.edu.au/1959.4/52493},
  doi          = {10.26190/UNSWORKS/16024},
}

@article{DBLP:journals/corr/abs-1211-3200,
  author       = {Mohammad Allahbakhsh and
  Aleksandar Ignjatovic and
  Boualem Benatallah and
  Amin Beheshti and
  Norman Foo and
  Elisa Bertino},
  title        = {An Analytic Approach to People Evaluation in Crowdsourcing Systems},
  journal      = {CoRR},
  volume       = {abs/1211.3200},
  year         = {2012},
  url          = {http://arxiv.org/abs/1211.3200},
  eprinttype   = {arXiv},
  eprint       = {1211.3200},
}

@article{DBLP:journals/corr/abs-1211-0963,
  author       = {Mohammad Allahbakhsh and
  Aleksandar Ignjatovic and
  Boualem Benatallah and
  Amin Beheshti and
  Norman Foo and
  Elisa Bertino},
  title        = {Detecting, Representing and Querying Collusion in Online Rating Systems},
  journal      = {CoRR},
  volume       = {abs/1211.0963},
  year         = {2012},
  url          = {http://arxiv.org/abs/1211.0963},
  eprinttype   = {arXiv},
  eprint       = {1211.0963},
}

@article{DBLP:journals/corr/abs-1211-5817,
  author       = {Amin Beheshti and
  Sherif Sakr and
  Boualem Benatallah and
  Hamid R. Motahari Nezhad},
  title        = {Extending {SPARQL} to Support Entity Grouping and Path Queries},
  journal      = {CoRR},
  volume       = {abs/1211.5817},
  year         = {2012},
  url          = {http://arxiv.org/abs/1211.5817},
  eprinttype   = {arXiv},
  eprint       = {1211.5817},
}

@article{DBLP:journals/corr/abs-1211-5009,
  author       = {Amin Beheshti and
  Hamid R. Motahari Nezhad and
  Boualem Benatallah},
  title        = {Temporal Provenance Model {(TPM):} Model and Query Language},
  journal      = {CoRR},
  volume       = {abs/1211.5009},
  year         = {2012},
  url          = {http://arxiv.org/abs/1211.5009},
  eprinttype   = {arXiv},
  eprint       = {1211.5009},
}

@inproceedings{DBLP:conf/bpm/BeheshtiBNS11,
  author       = {Amin Beheshti and
  Boualem Benatallah and
  Hamid R. Motahari Nezhad and
  Sherif Sakr},
  editor       = {Stefanie Rinderle{-}Ma and
  Farouk Toumani and
  Karsten Wolf},
  title        = {A Query Language for Analyzing Business Processes Execution},
  booktitle    = {Business Process Management - 9th International Conference, {BPM}
  2011, Clermont-Ferrand, France, August 30 - September 2, 2011. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {6896},
  pages        = {281--297},
  publisher    = {Springer},
  year         = {2011},
  url          = {https://doi.org/10.1007/978-3-642-23059-2\_22},
  doi          = {10.1007/978-3-642-23059-2\_22},
}

@inproceedings{DBLP:conf/springsim/BeheshtiM07,
  author       = {Amin Beheshti and
  Mohsen Sadighi Moshkenani},
  editor       = {George F. Riley},
  title        = {Development of Grid resource discovery service based on semantic information},
  booktitle    = {Proceedings of the 2007 Spring Simulation Multiconference, SpringSim
  2007, Norfolk, Virginia, USA, March 25-29, 2007, Volume 1},
  pages        = {141--148},
  publisher    = {{SCS/ACM}},
  year         = {2007},
  url          = {http://dl.acm.org/citation.cfm?id=1404595.1404617},
}