Amin Beheshti

259 papers A* 31A 22B 18C 11Misc 4Journal 116Unranked 50
YearRankTypeTitle / Venue / Authors
2026 J jnl
A comprehensive survey on customer churn analysis studies.
J. Inf. Telecommun.
Maryam Shahabikargar, Amin Beheshti, Xuyun Zhang, Jin Foo, Alireza Jolfaei
2026 A conf
Adaptive and Reinforcement-Guided Contrastive Hypergraph Distillation.
WSDM
Rongwei Xu, Zitai Qiu, Pengfei Ding, Yan Wang, Jia Wu, Amin Beheshti, Guanfeng Liu
2026 J jnl
Advancing autonomous driving systems: A 3-dimensional U-Net framework for object detection via fusion of camera and LiDAR sensors.
Inf. Sci.
Ali Foroutannia, Afshin Shoeibi, Amin Beheshti, Hamid Alinejad-Rokny, Sai Ho Ling, Hak-Keung Lam
2026 J jnl
Collaborative Temporal Consistency Learning for Point-supervised Natural Language Video Localization.
Int. J. Comput. Vis.
Zhuo Tao, Liang Li, Qi Chen, Yunbin Tu, Zheng-Jun Zha, Amin Beheshti, Qingming Huang, Yuankai Qi, Ming-Hsuan Yang
2026 A conf
DDGCL: Dual Diffusion-based Graph Contrastive Learning for Recommendation.
WSDM
Shiqi Ge, Shunmei Meng, Xiaoxiao Chi, Lianyong Qi, Xiaolong Xu, Amin Beheshti, Xuyun Zhang
2026 A* conf
DyLogNet: A Dynamic Multi-Relational Graph Framework for Log Anomaly Detection.
WWW
Xudong Zhao, Xiaolong Xu, Haolong Xiang, Tong Gao, Lianyong Qi, Amin Beheshti, Xuyun Zhang, Wanchun Dou
2026 J jnl
Farthest better or nearest worse optimizer: a novel metaheuristic algorithm.
Artif. Intell. Rev.
Ahmad Taheri, Keyvan RahimiZadeh, Jan Baumbach, Amin Beheshti, Olga I. Zolotareva, Mohammed Azmi Al-Betar, Seyedali Mirjalili, Amir H. Gandomi
2026 J jnl
FedAOP: Attention-Guided One-Shot Federated Pruning for Heterogeneous Edge Clients.
IEEE Trans. Parallel Distributed Syst.
Yongzhe Jia, Xuyun Zhang, Cheng Chen, Quan Z. Sheng, Lianyong Qi, Xiaolong Xu, Amin Beheshti, Wanchun Dou, Chunhe Song
2026 J jnl
Federated Learning-Based Anomaly Detection with Isolation Forest in the IoT-Edge Continuum.
ACM Trans. Multim. Comput. Commun. Appl.
Haolong Xiang, Xuyun Zhang, Xiaolong Xu, Amin Beheshti, Lianyong Qi, Yujie Hong, Wanchun Dou
2026 J jnl
Hierarchical Text-Guided Brain Tumor Segmentation via Sub-Region-Aware Prompts.
CoRR
Bahram Mohammadi, Ta Duc Huy, Afrouz Sheikholeslami, Qi Chen, Vu Minh Hieu Phan, Sam White, Minh-Son To, Xuyun Zhang, Amin Beheshti, Luping Zhou, Yuankai Qi
2026 J jnl
Hybrid ensemble learning for Autism Spectrum Disorder screening using eye-tracking scanpath.
Array
Nejad Alagha, Aya A. Elkhodiry, Abigail Copiaco, Yassine Himeur, Wathiq Mansoor, Christian H. Ritz, Valsamma Eapen, Ammar Albanna, Amin Beheshti
2026 A* conf
Hyperbolic-Enhanced Mixture-of-Experts Mamba for Sequential Recommendation.
AAAI
Yuwen Liu, Lianyong Qi, Xingyuan Mao, Weiming Liu, Xuhui Fan, Qiang Ni, Xuyun Zhang, Yang Zhang, Yuan Tian, Amin Beheshti
2026 A* conf
Joint Similar User Exploration and Informative Behavior Guidance for Multi-Modal New Item Recommendation.
WWW
Jianye Xie, Lianyong Qi, Weiming Liu, Anqi Wang, Xiaolong Xu, Haolong Xiang, Xuyun Zhang, Wenwen Gong, Yang Zhang, Amin Beheshti, Wanchun Dou
2026 A* conf
LHG: LLM-enhanced and Heterogeneous Graph-induced for Unsupervised Social Event Detection.
WWW
Zitai Qiu, Rongwei Xu, Congbo Ma, Shan Xue, Jian Yang, Guanfeng Liu, Quan Z. Sheng, Amin Beheshti, Jia Wu
2026 A* conf
MARCH: Multi-Teacher Contrastive Hypergraph Distillation.
WWW
Rongwei Xu, Zitai Qiu, Pengfei Ding, Jia Wu, Yan Wang, Amin Beheshti, Guanfeng Liu
2026 C conf
MM-Fusion: Multimodal Fusion for Alzheimer's Screening Using Structural MRI and Demographic Data.
ICCE
Noreen Fatima, Yassine Himeur, Hamzah Ali Alkhazaleh, Shadi Atalla, Wathiq Mansoor, Faycal Bensaali, Amin Beheshti
2026 A* conf
MTP: Exploring Multimodal Urban Traffic Profiling with Modality Augmentation and Spectrum Fusion.
AAAI
Haolong Xiang, Peisi Wang, Xiaolong Xu, Kun Yi, Xuyun Zhang, Quan Z. Sheng, Amin Beheshti, Wei Fan
2026 J jnl
Multimodal Visual Surrogate Compression for Alzheimer's Disease Classification.
CoRR
Dexuan Ding, Ciyuan Peng, Endrowednes Kuantama, Jingcai Guo, Jia Wu, Jian Yang, Amin Beheshti, Ming-Hsuan Yang, Yuankai Qi
2026 A* conf
PLIKD: Prompt Learning with Instance-aware Knowledge Distillation for Web-scale Semantic Image Classification.
WWW
Jianye Xie, Chunhua Hu, Lianyong Qi, Fan Wang, Xiaolong Xu, Haolong Xiang, Xuyun Zhang, Shichao Pei, Amin Beheshti, Wanchun Dou, Xiaokang Zhou
2026 J jnl
PersoDPO: Scalable Preference Optimization for Instruction-Adherent, Persona-Grounded Dialogue via Multi-LLM Evaluation.
CoRR
Saleh Afzoon, MohammadHossein Ahmadi, Usman Naseem, Amin Beheshti
2026 J jnl
PersoPilot: An Adaptive AI-Copilot for Transparent Contextualized Persona Classification and Personalized Response Generation.
CoRR
Saleh Afzoon, Amin Beheshti, Usman Naseem
2026 J jnl
RETTA: Retrieval-enhanced test-time adaptation for zero-shot video captioning.
Pattern Recognit.
Yunchuan Ma, Laiyun Qing, Guorong Li, Yuankai Qi, Amin Beheshti, Quan Z. Sheng, Qingming Huang
2026 A* conf
Revisiting Graph-Level Anomaly Detection: From Partially to Fully Unsupervised Learning.
WWW
Zhenyu Yang, Ge Zhang, Shan Xue, Xiaoxiao Ma, Jian Yang, Hao Peng, Amin Beheshti, Jia Wu
2026 A* conf
Tracking the Unstable: Appearance-Guided Motion Modeling for Robust Multi-Object Tracking in UAV-Captured Videos.
AAAI
Jianbo Ma, Hui Luo, Qi Chen, Yuankai Qi, Yumei Sun, Amin Beheshti, Jianlin Zhang, Ming-Hsuan Yang
2026 J jnl
Uncertainty-Aware Dynamic Knowledge Graphs for Reliable Question Answering.
CoRR
Yu Takahashi, Shun Takeuchi, Kexuan Xin, Guillaume Pelat, Yoshiaki Ikai, Junya Saito, Jonathan Vitale, Shlomo Berkovsky, Amin Beheshti
2025 — conf
A Competitive-Cooperative Approach to Dynamic Pricing for Two-Sided Hospitality Platforms.
WWW (Companion Volume)
Hadi Mohammadzadeh Abachi, Majid Namazi, Milad Mosharraf, Pooyan Asgari, Amin Beheshti
2025 — conf
A Multiagent-based Framework on RoboCup Simulation System for Enhancing Rescue Operation during Dynamic Disaster Environments.
WWW (Companion Volume)
Qihua Lyu, Xin Cao, Yongsheng Yu, Shan Xue, Jian Yang, Jia Wu, Amin Beheshti
2025 J jnl
A new texture descriptor based on hexagonal local binary pattern for content-based image retrieval.
Digit. Signal Process.
Sadegh Fadaei, Mehdi Azadimotlagh, Armin Rashno, Amin Beheshti
2025 J jnl
An innovative data-driven AI approach for detecting and isolating faults in gas turbines at power plants.
Expert Syst. Appl.
Mohammad Hussein Amiri, Nastaran Mehrabi Hashjin, Maryam Khanian Najafabadi, Amin Beheshti, Nima Khodadadi
2025 J jnl
Artificial intelligence-based personalised learning in education: a systematic literature review.
Discov. Artif. Intell.
Helia Farhood, Magnus Nyden, Amin Beheshti, Samuel Muller
2025 A* conf
Balancing User-Item Structure and Interaction with Large Language Models and Optimal Transport for Multimedia Recommendation.
IJCAI
Haodong Li, Lianyong Qi, Weiming Liu, Xiaolong Xu, Wanchun Dou, Yang Cao, Xuyun Zhang, Amin Beheshti, Xiaokang Zhou
2025 A* conf
Boosting Guided Diffusion with Large Language Models for Multimodal Sequential Recommendation.
ACM Multimedia
Te Song, Lianyong Qi, Weiming Liu, Fan Wang, Xiaolong Xu, Hongsheng Hu, Yang Cao, Xuyun Zhang, Amin Beheshti
2025 A* conf
CausalMVC: Causal Content-Style Representation Learning for Deep Multi-View Clustering.
ACM Multimedia
Shifeng Bao, Zhe Xue, Qi Chen, Shilong Ou, Amin Beheshti, Quan Z. Sheng, Anton van den Hengel, Yuankai Qi
2025 J jnl
ChurnKB: A Generative AI-Enriched Knowledge Base for Customer Churn Feature Engineering.
Algorithms
Maryam Shahabikargar, Amin Beheshti, Wathiq Mansoor, Xuyun Zhang, EuJin Foo, Alireza Jolfaei, Ambreen Hanif, Nasrin Shabani
2025 B conf
Design of a Personalised AI Coaching Assistant for Occupational Health and Safety.
PERSUASIVE
Jonathan Vitale, Shlomo Berkovsky, Shun Takeuchi, Amin Beheshti, Kexuan Xin, Junya Saito, Sosuke Yamao
2025 A* conf
DivGCL: A Graph Contrastive Learning Model for Diverse Recommendation.
AAAI
Wenwen Gong, Yangliao Geng, Dan Zhang, Yifan Zhu, Xiaolong Xu, Haolong Xiang, Amin Beheshti, Xuyun Zhang, Lianyong Qi
2025 J jnl
Editorial: Business transformation through AI-enabled technologies.
Frontiers Artif. Intell.
Fethi Rabhi, Amin Beheshti, Asif Gill
2025 A* conf
Empowering Multimodal Road Traffic Profiling with Vision Language Models and Frequency Spectrum Fusion.
IJCAI
Haolong Xiang, Xiaolong Xu, Guangdong Wang, Xuyun Zhang, Xiaoyong Li, Qi Zhang, Amin Beheshti, Wei Fan
2025 A* conf
Enhancing Diffusion Model with Auxiliary Information Mining-Exploration and Efficient Sampling Mechanism for Sequential Recommendation.
AAAI
Te Song, Lianyong Qi, Weiming Liu, Fan Wang, Xiaolong Xu, Xuyun Zhang, Amin Beheshti, Xiaokang Zhou, Wanchun Dou
2025 J jnl
Evaluating the influence of generative AI on students' academic performance through the lenses of TPB and TTF using a hybrid SEM-ANN approach.
Educ. Inf. Technol.
Mostafa Al-Emran, Mohammed A. Al-Sharafi, Behzad Foroughi, Noor Al-Qaysi, Dahlia Mansoor, Amin Beheshti, Nor'ashikin Ali
2025 J jnl
ExBigBang: A Dynamic Approach for Explainable Persona Classification through Contextualized Hybrid Transformer Analysis.
CoRR
Saleh Afzoon, Amin Beheshti, Nabi Rezvani, Farshad Khunjush, Usman Naseem, John McMahon, Zahra Fathollahi, Mahdieh Labani, Wathiq Mansoor, Xuyun Zhang
2025 J jnl
FTA-FTL: A Fine-Tuned Aggregation Federated Transfer Learning Scheme for Lithology Microscopic Image Classification.
CoRR
Keyvan RahimiZadeh, Ahmad Taheri, Jan Baumbach, Esmael Makarian, Abbas Dehghani, Bahman Ravaei, Bahman Javadi, Amin Beheshti
2025 — conf
FedDPG: An Adaptive Yet Efficient Prompt-Tuning Approach in Federated Learning Settings.
PAKDD (5)
Ali Shakeri, Wei Emma Zhang, Amin Beheshti, Weitong Chen, Jian Yang, Lishan Yang
2025 J jnl
FedDPG: An Adaptive Yet Efficient Prompt-tuning Approach in Federated Learning Settings.
CoRR
Ali Shakeri, Wei Emma Zhang, Amin Beheshti, Weitong Chen, Jian Yang, Lishan Yang
2025 A* conf
FlowDubber: Movie Dubbing with LLM-based Semantic-aware Learning and Flow Matching based Voice Enhancing.
ACM Multimedia
Gaoxiang Cong, Liang Li, Jiadong Pan, Zhedong Zhang, Amin Beheshti, Anton van den Hengel, Yuankai Qi, Qingming Huang
2025 J jnl
FlowDubber: Movie Dubbing with LLM-based Semantic-aware Learning and Flow Matching based Voice Enhancing.
CoRR
Gaoxiang Cong, Liang Li, Jiadong Pan, Zhedong Zhang, Amin Beheshti, Anton van den Hengel, Yuankai Qi, Qingming Huang
2025 J jnl
From theory to practice: The evolution and comparative analysis of homogeneous vs. heterogeneous Graph Neural Networks in recommender systems.
Neurocomputing
Maryam Khanian Najafabadi, Rei-An Chen, Javad Rezazadeh, Amin Beheshti, Nasrin Shabani
2025 A conf
GWise: A Graph-Structured Multi-Agent Framework for Service-Oriented and Generative-AI-Enabled Financial Trading Analytics.
ICWS
Hirad Baradaran Rezaei, Fethi Rabhi, Amin Beheshti
2025 — conf
Global Interpretable Graph-level Anomaly Detection via Prototype.
KDD (2)
Zhenyu Yang, Ge Zhang, Jia Wu, Jian Yang, Shan Xue, Amin Beheshti, Hao Peng, Quan Z. Sheng
2025 — conf
HEAL: Healthcare Emergency Assistants Leveraging Large Language Models.
WWW (Companion Volume)
Zihan Zhu, Qiongkai Xu, Amin Beheshti
2025 J jnl
HEART: Historically Information Embedding and Subspace Re-Weighting Transformer-Based Tracking.
IEEE Trans. Big Data
Tianpeng Liu, Jing Li, Amin Beheshti, Jia Wu, Jun Chang, Beihang Song, Lezhi Lian
2025 — conf
Hierarchical Prompt-Guided Alignment for Multi-view Clustering.
ICIC (12)
Shifeng Bao, Zhe Xue, Shilong Ou, Amin Beheshti, Yuankai Qi
2025 A* conf
Hyperbolic Variational Graph Auto-Encoder for Next POI Recommendation.
WWW
Yuwen Liu, Lianyong Qi, Xingyuan Mao, Weiming Liu, Fan Wang, Xiaolong Xu, Xuyun Zhang, Wanchun Dou, Xiaokang Zhou, Amin Beheshti
2025 A ed.
IEEE International Conference on Web Services, ICWS 2025, Helsinki, Finland, July 7-12, 2025
ICWS
Rong N. Chang, Carl K. Chang, Jingwei Yang, Nimanthi Atukorala, Dan Chen, Sumi Helal, Sasu Tarkoma, Qiang He, Tevfik Kosar, Claudio A. Ardagna, Amin Beheshti, Bo Cheng, Walid Gaaloul
2025 B conf
Impact of Business Process Masking on Organizations' Policies.
ENASE
Zakaria Maamar, Amel Benna, Hirad Baradaran Rezaei, Amin Beheshti, Fethi Rabhi
2025 A* conf
Incomplete Multi-View Multi-Label Classification via Diffusion-Guided Redundancy Removal.
AAAI
Shilong Ou, Zhe Xue, Lixiong Qin, Yawen Li, MeiYu Liang, Junjiang Wu, Xuyun Zhang, Amin Beheshti, Yuankai Qi
2025 — conf
LLMs as Historical Actors: How AI Systems Influence the Web's Evolution.
WWW (Companion Volume)
Usman Naseem, Junaid Rashid, Jungeun Kim, Amin Beheshti, Jian Yang, Mark Dras
2025 — conf
Learning from Uncertainty: A Cloud-Based Active Learning for Detecting Bone Union in Mandibular Reconstruction.
ICDM (Workshops)
MohammadHossein Ahmadi, Amin Beheshti, Yuankai Qi, Sam Mokhtari, Maryam Khanian Najafabadi, Masako Dunn, Jonathan R. Clark
2025 J jnl
MTP: Exploring Multimodal Urban Traffic Profiling with Modality Augmentation and Spectrum Fusion.
CoRR
Haolong Xiang, Peisi Wang, Xiaolong Xu, Kun Yi, Xuyun Zhang, Quanzheng Sheng, Amin Beheshti, Wei Fan
2025 J jnl
Modeling and Optimizing User Preferences in AI Copilots: A Comprehensive Survey and Taxonomy.
CoRR
Saleh Afzoon, Zahra Jahanandish, Phuong Thao Huynh, Amin Beheshti, Usman Naseem
2025 J jnl
Multiknowledge and LLM-Inspired Heterogeneous Graph Neural Network for Fake News Detection.
IEEE Trans. Comput. Soc. Syst.
Bingbing Xie, Xiaoxiao Ma, Shan Xue, Amin Beheshti, Jian Yang, Hao Fan, Jia Wu
2025 A conf
Next-Generation Price Recommendation with LLM-Augmented Graph Transformers.
CIKM
Hadi Mohammadzadeh Abachi, Amin Beheshti, Milad Mosharraf, Pooyan Asgari, Majid Namazi
2025 — conf
PersoPilot: An Adaptive AI-Copilot for Transparent Contextualized Persona Classification and Personalized Response Generation.
ICDM (Workshops)
Saleh Afzoon, Amin Beheshti, Usman Naseem
2025 — conf
PipeMind: Toward a Multi-Agent Framework for Real-Time Feedback and Continuous Optimization in Analytics Pipelines.
WWW (Companion Volume)
Hirad Baradaran Rezaei, Fethi Rabhi, Amin Beheshti
2025 J jnl
Presentation Attack Detection: A Systematic Literature Review.
ACM Comput. Surv.
Matineh Pooshideh, Amin Beheshti, Yuankai Qi, Helia Farhood, Mike Simpson, Nick Gatland, Mehdi Soltany
2025 J jnl
ProgRoCC: A Progressive Approach to Rough Crowd Counting.
CoRR
Shengqin Jiang, Linfei Li, Haokui Zhang, Qingshan Liu, Amin Beheshti, Jian Yang, Anton van den Hengel, Quan Z. Sheng, Yuankai Qi
2025 J jnl
Q2HO-MFTV: A binary hippopotamus optimization algorithm for feature selection with a brief review of binary optimization.
Knowl. Based Syst.
Nastaran Mehrabi Hashjin, Mohammad Hussein Amiri, Amin Beheshti, Maryam Khanian Najafabadi
2025 J jnl
Ratas framework: A comprehensive genai-based approach to rubric-based marking of real-world textual exams.
CoRR
Masoud Safilian, Amin Beheshti, Stephen Elbourn
2025 J jnl
SDVPT: Semantic-Driven Visual Prompt Tuning for Open-World Object Counting.
CoRR
Yiming Zhao, Guorong Li, Laiyun Qing, Amin Beheshti, Jian Yang, Michael Sheng, Yuankai Qi, Qingming Huang
2025 A* conf
SDVPT: Semantic-Driven Visual Prompt Tuning for Open-world Object Counting.
ACM Multimedia
Yiming Zhao, Guorong Li, Laiyun Qing, Amin Beheshti, Jian Yang, Quan Z. Sheng, Yuankai Qi, Qingming Huang
2025 A conf
STGS: Spatio-temporal Graph Sparsification Using Reinforcement Learning.
CIKM
Nasrin Shabani, Amin Beheshti, Yuankai Qi, Venus Haghighi, Jin Foo, Jia Wu
2025 J jnl
The Devil is in the Distributions: Explicit Modeling of Scene Content is Key in Zero-Shot Video Captioning.
CoRR
Mingkai Tian, Guorong Li, Yuankai Qi, Amin Beheshti, Javen Qinfeng Shi, Anton van den Hengel, Qingming Huang
2025 J jnl
Tracking the Unstable: Appearance-Guided Motion Modeling for Robust Multi-Object Tracking in UAV-Captured Videos.
CoRR
Jianbo Ma, Hui Luo, Qi Chen, Yuankai Qi, Yumei Sun, Amin Beheshti, Jianlin Zhang, Ming-Hsuan Yang
2025 — conf
Trffc: Efficient Traffic Forecasting through Adaptive Spatio-Temporal Graph Reduction.
WWW (Companion Volume)
Nasrin Shabani, Amin Beheshti, Yuankai Qi, Venus Haghighi, Sahar Moradizeyveh, Quan Z. Sheng
2025 — conf
Uncertainty-Aware Dynamic Knowledge Graphs for Reliable Question Answering.
ICDM (Workshops)
Yu Takahashi, Shun Takeuchi, Kexuan Xin, Guillaume Pelat, Yoshiaki Ikai, Junya Saito, Jonathan Vitale, Shlomo Berkovsky, Amin Beheshti
2025 — conf
Uncertainty-Aware Gradient Boosting for Smart Building Energy Forecasting.
ICSPIS
Murad Almadani, Shadi Atalla, Yassine Himeur, Amjad Gawanmeh, Hamzah Alkhazaleh, Wathiq Mansoor, Amin Beheshti
2025 — conf
VITAL: A New Dataset for Benchmarking Pluralistic Alignment in Healthcare.
ACL (1)
Anudeex Shetty, Amin Beheshti, Mark Dras, Usman Naseem
2025 J jnl
VITAL: A New Dataset for Benchmarking Pluralistic Alignment in Healthcare.
CoRR
Anudeex Shetty, Amin Beheshti, Mark Dras, Usman Naseem
2025 A* conf
Variational Graph Auto-Encoder Driven Graph Enhancement for Sequential Recommendation.
IJCAI
Yuwen Liu, Lianyong Qi, Xingyuan Mao, Weiming Liu, Shichao Pei, Fan Wang, Xuyun Zhang, Amin Beheshti, Xiaokang Zhou
2025 J jnl
VaxGuard: A Multi-Generator, Multi-Type, and Multi-Role Dataset for Detecting LLM-Generated Vaccine Misinformation.
CoRR
Syed Talal Ahmad, Haohui Lu, Sidong Liu, Annie Lau, Amin Beheshti, Mark Dras, Usman Naseem
2024 J jnl
A Comprehensive Survey on Graph Summarization With Graph Neural Networks.
IEEE Trans. Artif. Intell.
Nasrin Shabani, Jia Wu, Amin Beheshti, Quan Z. Sheng, Jin Foo, Venus Haghighi, Ambreen Hanif, Maryam Shahabikargar
2024 — conf
A Hybrid Contextual Deep Learning Model to Predict Renewable Energy Generation.
ICONIP (11)
Deepak Kanneganti, Sajib Mistry, Sumedha Rajakaruna, Aneesh Krishna, Amin Beheshti
2024 J jnl
A Survey on Deep Learning Event Extraction: Approaches and Applications.
IEEE Trans. Neural Networks Learn. Syst.
Qian Li, Jianxin Li, Jiawei Sheng, Shiyao Cui, Jia Wu, Yiming Hei, Hao Peng, Shu Guo, Lihong Wang, Amin Beheshti, Philip S. Yu
2024 J jnl
Adapter-Enhanced Semantic Prompting for Continual Learning.
CoRR
Baocai Yin, Ji Zhao, Huajie Jiang, Ningning Hou, Yongli Hu, Amin Beheshti, Ming-Hsuan Yang, Yuankai Qi
2024 — ed.
Advances in Model and Data Engineering in the Digitalization Era - MEDI 2023 Short and Workshop Papers, Sousse, Tunisia, November 2-4, 2023, Proceedings
MEDI Workshops
Mohamed Mosbah, M. Tahar Kechadi, Ladjel Bellatreche, Faïez Gargouri, Chirine Ghedira Guegan, Hassan Badir, Amin Beheshti, Mohamed Mohsen Gammoudi
2024 J jnl
Advancing student outcome predictions through generative adversarial networks.
Comput. Educ. Artif. Intell.
Helia Farhood, Ibrahim Nabeel Joudah, Amin Beheshti, Samuel Müller
2024 J jnl
An Intelligence Cattle Reidentification System Over Transport by Siamese Neural Networks and YOLO.
IEEE Internet Things J.
Ivan Bakhshayeshi, Eila Erfani, Firouzeh Rosa Taghikhah, Stephen Elbourn, Amin Beheshti, Mohsen Asadnia
2024 A conf
An Interpretable Brain Graph Contrastive Learning Framework for Brain Disorder Analysis.
WSDM
Xuexiong Luo, Guangwei Dong, Jia Wu, Amin Beheshti, Jian Yang, Shan Xue
2024 J jnl
An efficient texture descriptor based on local patterns and particle swarm optimization algorithm for face recognition.
J. Supercomput.
Sadegh Fadaei, Abbas Dehghani, Keyvan RahimiZadeh, Amin Beheshti
2024 J jnl
An intelligent system for multi-topic social spam detection in microblogging.
J. Inf. Sci.
Bilal Abu-Salih, Dana Al Qudah, Malak Al-Hassan, Seyed Mohssen Ghafari, Tomayess Issa, Ibrahim Aljarah, Amin Beheshti, Sulaiman Alqahtani
2024 J jnl
Attention-Based Graph Summarization for Large-Scale Information Retrieval.
IEEE Trans. Consumer Electron.
Nasrin Shabani, Amin Beheshti, Alireza Jolfaei, Jia Wu, Venus Haghighi, Maryam Khanian Najafabadi, Jin Foo
2024 — conf
BiF-AC: A Bidirectional Feedback Actor-Critic Framework for UAV-UGV Graph-Based Search and Rescue Operations.
ADMA (3)
Xin Cao, He Luo, Guoqiang Wang, Shan Xue, Jian Yang, Jia Wu, Amin Beheshti
2024 A* conf
Cluster-driven Personalized Federated Recommendation with Interest-aware Graph Convolution Network for Multimedia.
ACM Multimedia
Xingyuan Mao, Yuwen Liu, Lianyong Qi, Li Duan, Xiaolong Xu, Xuyun Zhang, Wanchun Dou, Amin Beheshti, Xiaokang Zhou
2024 A* conf
Counterfactual Brain Graph Augmentation Guided Bi-Level Contrastive Learning for Disorder Analysis.
ICDM
Guangwei Dong, Xuexiong Luo, Jing Du, Jia Wu, Shan Xue, Jian Yang, Amin Beheshti
2024 A conf
DISS-CF: Direct Item Session Similarity Enhanced Collaborative Filtering Method for Recommendation.
ICWS
Cheng Chen, Xiaoxiao Chi, Amin Beheshti, Jinjun Chen, Wanchun Dou
2024 A* conf
DapperFL: Domain Adaptive Federated Learning with Model Fusion Pruning for Edge Devices.
NeurIPS
Yongzhe Jia, Xuyun Zhang, Hongsheng Hu, Kim-Kwang Raymond Choo, Lianyong Qi, Xiaolong Xu, Amin Beheshti, Wanchun Dou
2024 J jnl
DapperFL: Domain Adaptive Federated Learning with Model Fusion Pruning for Edge Devices.
CoRR
Yongzhe Jia, Xuyun Zhang, Hongsheng Hu, Kim-Kwang Raymond Choo, Lianyong Qi, Xiaolong Xu, Amin Beheshti, Wanchun Dou
2024 J jnl
Deep learning in spatially resolved transcriptomics: a comprehensive technical view.
Briefings Bioinform.
Roxana Zahedi, Reza Ghamsari, Ahmadreza Argha, Callum Macphillamy, Amin Beheshti, Roohallah Alizadehsani, Nigel H. Lovell, Mohammad Lotfollahi, Hamid Alinejad-Rokny
2024 Misc conf
Diagnosis of Schizophrenia in EEG Signals Using dDTF Effective Connectivity and New PreTrained CNN and Transformer Models.
IWINAC
Afshin Shoeibi, Marjane Khodatars, Hamid Alinejad-Rokny, Jónathan Heras, Sara Bagherzadeh, Amin Beheshti, Juan Manuel Górriz
2024 — conf
Distributionally-Adaptive Variational Meta Learning for Brain Graph Classification.
MICCAI (10)
Jing Du, Guangwei Dong, Congbo Ma, Shan Xue, Jia Wu, Jian Yang, Amin Beheshti, Quan Z. Sheng, Alexis Giral
2024 Misc conf
Early Diagnosis of Schizophrenia in EEG Signals Using One Dimensional Transformer Model.
IWINAC
Afshin Shoeibi, Mahboobeh Jafari, Delaram Sadeghi, Roohallah Alizadehsani, Hamid Alinejad-Rokny, Amin Beheshti, Juan Manuel Górriz
2024 A conf
Ecosystem-Based Data Products and DaaS: Complexity Analysis and Design Considerations.
ICWS
Vincent Chen, Perry Chen, Amin Beheshti
2024 J jnl
Empowering precision medicine: AI-driven schizophrenia diagnosis via EEG signals: A comprehensive review from 2002-2023.
Appl. Intell.
Mahboobeh Jafari, Delaram Sadeghi, Afshin Shoeibi, Hamid Alinejad-Rokny, Amin Beheshti, David López-García, Zhaolin Chen, U. Rajendra Acharya, Juan Manuel Górriz
2024 J jnl
Evaluating and Enhancing Artificial Intelligence Models for Predicting Student Learning Outcomes.
Informatics
Helia Farhood, Ibrahim Nabeel Joudah, Amin Beheshti, Samuel Müller
2024 A conf
EvidenceQuest: An Interactive Evidence Discovery System for Explainable Artificial Intelligence.
WSDM
Ambreen Hanif, Amin Beheshti, Xuyun Zhang, Steven Wood, Boualem Benatallah, EuJin Foo
2024 J jnl
Explainable AI Frameworks: Navigating the Present Challenges and Unveiling Innovative Applications.
Algorithms
Neeraj Anand Sharma, Rishal Ravikesh Chand, Zain Buksh, A. B. M. Shawkat Ali, Ambreen Hanif, Amin Beheshti
2024 A* conf
FedLPS: Heterogeneous Federated Learning for Multiple Tasks with Local Parameter Sharing.
AAAI
Yongzhe Jia, Xuyun Zhang, Amin Beheshti, Wanchun Dou
2024 J jnl
FedLPS: Heterogeneous Federated Learning for Multiple Tasks with Local Parameter Sharing.
CoRR
Yongzhe Jia, Xuyun Zhang, Amin Beheshti, Wanchun Dou
2024 A* conf
Graph Neural Networks for Brain Graph Learning: A Survey.
IJCAI
Xuexiong Luo, Jia Wu, Jian Yang, Shan Xue, Amin Beheshti, Quan Z. Sheng, David McAlpine, Paul F. Sowman, Alexis Giral, Philip S. Yu
2024 J jnl
Graph Neural Networks for Brain Graph Learning: A Survey.
CoRR
Xuexiong Luo, Jia Wu, Jian Yang, Shan Xue, Amin Beheshti, Quan Z. Sheng, David McAlpine, Paul F. Sowman, Alexis Giral, Philip S. Yu
2024 B conf
GraphSUM: Scalable Graph Summarization for Efficient Question Answering.
EDBT
Nasrin Shabani, Amin Beheshti, Jia Wu, Maryam Khanian Najafabadi, Jin Foo, Alireza Jolfaei
2024 J jnl
Guest Editorial: Special Issue on Generating Human Readable Explanations in NLP.
IEEE Trans. Comput. Soc. Syst.
Imran Razzak, Mohamed Reda Bouadjenek, Muhammad Aamir Cheema, Ibrahim A. Hameed, Guandong Xu, Amin Beheshti
2024 J jnl
Knowledge graph construction in hyperbolic space for automatic image annotation.
Image Vis. Comput.
Fariba Lotfi, Mansour Jamzad, Hamid Beigy, Helia Farhood, Quan Z. Sheng, Amin Beheshti
2024 — conf
MedSiML: A Multilingual Approach for Simplifying Medical Texts.
ICONIP (11)
Hardik A. Jain, Chirayu Patel, Riyasatali Umatiya, Sajib Mistry, Aneesh Krishna, Amin Beheshti
2024 — conf
Natural Language-Oriented Programming (NLOP): Towards Democratizing Software Creation.
SSE
Amin Beheshti
2024 J jnl
Natural Language-Oriented Programming (NLOP): Towards Democratizing Software Creation.
CoRR
Amin Beheshti
2024 J jnl
Partial reinforcement optimizer: An evolutionary optimization algorithm.
Expert Syst. Appl.
Ahmad Taheri, Keyvan RahimiZadeh, Amin Beheshti, Jan Baumbach, Ravipudi Venkata Rao, Seyedali Mirjalili, Amir H. Gandomi
2024 J jnl
PersoBench: Benchmarking Personalized Response Generation in Large Language Models.
CoRR
Saleh Afzoon, Usman Naseem, Amin Beheshti, Zahra Jamali
2024 — conf
Robust Graph Learning Against Camouflaged Malicious Actors.
WISE (2)
Venus Haghighi, Nasrin Shabani, Behnaz Soltani, Lina Yao, Quan Z. Sheng, Jian Yang, Amin Beheshti
2024 — conf
Semantic Similarity-Based Graph Contrastive Learning for Recommender System.
WISE (3)
Longchuan Tu, Shunmei Meng, Xiao Liu, Guanfeng Liu, Amin Beheshti, Xuyun Zhang
2024 A* conf
Shadow-Free Membership Inference Attacks: Recommender Systems Are More Vulnerable Than You Thought.
IJCAI
Xiaoxiao Chi, Xuyun Zhang, Yan Wang, Lianyong Qi, Amin Beheshti, Xiaolong Xu, Kim-Kwang Raymond Choo, Shuo Wang, Hongsheng Hu
2024 J jnl
Shadow-Free Membership Inference Attacks: Recommender Systems Are More Vulnerable Than You Thought.
CoRR
Xiaoxiao Chi, Xuyun Zhang, Yan Wang, Lianyong Qi, Amin Beheshti, Xiaolong Xu, Kim-Kwang Raymond Choo, Shuo Wang, Hongsheng Hu
2024 J jnl
Style-aware two-stage learning framework for video captioning.
Knowl. Based Syst.
Yunchuan Ma, Zheng Zhu, Yuankai Qi, Amin Beheshti, Ying Li, Laiyun Qing, Guorong Li
2024 — conf
StyleDubber: Towards Multi-Scale Style Learning for Movie Dubbing.
ACL (Findings)
Gaoxiang Cong, Yuankai Qi, Liang Li, Amin Beheshti, Zhedong Zhang, Anton van den Hengel, Ming-Hsuan Yang, Chenggang Yan, Qingming Huang
2024 J jnl
StyleDubber: Towards Multi-Scale Style Learning for Movie Dubbing.
CoRR
Gaoxiang Cong, Yuankai Qi, Liang Li, Amin Beheshti, Zhedong Zhang, Anton van den Hengel, Ming-Hsuan Yang, Chenggang Yan, Qingming Huang
2024 A conf
The Open Story Model (OSM): Transforming Big Data into Interactive Narratives.
ICWS
Fariba Lotfi, Amin Beheshti, Mansour Jamzad, Hamid Beigy, Jia Wu, Philip S. Yu
2024 J jnl
When Eye-Tracking Meets Machine Learning: A Systematic Review on Applications in Medical Image Analysis.
CoRR
Sahar Moradizeyveh, Mehnaz Tabassum, Sidong Liu, Robert Ahadizad Newport, Amin Beheshti, Antonio Di Ieva
2023 J jnl
3D shallow deep neural network for fast and precise segmentation of left atrium.
Multim. Syst.
Asma Kausar, Imran Razzak, Mohd Ibrahim Shapiai, Amin Beheshti
2023 J jnl
A Cognitive Model for Technology Adoption.
Algorithms
Fariborz Sobhanmanesh, Amin Beheshti, Nicholas Nouri, Natalia Monje Chapparo, Sandya Raj, Richard A. George
2023 B conf
A Comprehensive Survey of Explainable Artificial Intelligence (XAI) Methods: Exploring Transparency and Interpretability.
WISE
Ambreen Hanif, Amin Beheshti, Boualem Benatallah, Xuyun Zhang, Habiba, EuJin Foo, Nasrin Shabani, Maryam Shahabikargar
2023 B conf
A Contextualized Transformer-Based Method for Cyberbullying Detection.
DSAA
Nabi Rezvani, Amin Beheshti, Xuyun Zhang
2023 A conf
A Personalized Reinforcement Learning Summarization Service for Learning Structure from Unstructured Data.
ICWS
Samira Ghodratnama, Amin Beheshti, Mehrdad Zakershahrak
2023 J jnl
A Personalized Reinforcement Learning Summarization Service for Learning Structure from Unstructured Data.
CoRR
Samira Ghodratnama, Amin Beheshti, Mehrdad Zakershahrak
2023 J jnl
A Survey on Graph Neural Networks for Graph Summarization.
CoRR
Nasrin Shabani, Jia Wu, Amin Beheshti, Jin Foo, Ambreen Hanif, Maryam Shahabikargar
2023 J jnl
Crime Prediction With Missing Data Via Spatiotemporal Regularized Tensor Decomposition.
IEEE Trans. Big Data
Weichao Liang, Jie Cao, Lei Chen, Youquan Wang, Jia Wu, Amin Beheshti, Jiangnan Tang
2023 A* conf
Deep Optimal Isolation Forest with Genetic Algorithm for Anomaly Detection.
ICDM
Haolong Xiang, Xuyun Zhang, Mark Dras, Amin Beheshti, Wanchun Dou, Xiaolong Xu
2023 J jnl
DeepCog: A Trustworthy Deep Learning-Based Human Cognitive Privacy Framework in Industrial Policing.
IEEE Trans. Intell. Transp. Syst.
Francesco Schiliro, Nour Moustafa, Imran Razzak, Amin Beheshti
2023 A conf
Empowering Generative AI with Knowledge Base 4.0: Towards Linking Analytical, Cognitive, and Generative Intelligence.
ICWS
Amin Beheshti
2023 J jnl
Empowering Precision Medicine: AI-Driven Schizophrenia Diagnosis via EEG Signals: A Comprehensive Review from 2002-2023.
CoRR
Mahboobeh Jafari, Delaram Sadeghi, Afshin Shoeibi, Hamid Alinejad-Rokny, Amin Beheshti, David López-García, Zhaolin Chen, U. Rajendra Acharya, Juan Manuel Górriz
2023 B conf
Federated Anomaly Detection with Isolation Forest for IoT Network Traffics.
ICPADS
Junyan Li, Xuyun Zhang, Haolong Xiang, Amin Beheshti
2023 J jnl
Learning Distributed Representations and Deep Embedded Clustering of Texts.
Algorithms
Shuang Wang, Amin Beheshti, Yufei Wang, Jianchao Lu, Quan Z. Sheng, Stephen Elbourn, Hamid Alinejad-Rokny
2023 — conf
Measuring Potential Performance Gains of Python Web Applications with pyUpgradeSim.
WWW (Companion Volume)
Anthony Shaw, Amin Beheshti
2023 J jnl
Mixed Graph Neural Network-Based Fake News Detection for Sustainable Vehicular Social Networks.
IEEE Trans. Intell. Transp. Syst.
Zhiwei Guo, Keping Yu, Alireza Jolfaei, Gang Li, Feng Ding, Amin Beheshti
2023 B conf
Multi-Granularity Entity Recognition based Sentence Ranking for Multi-Document Summarization.
DSAA
Guowei Zhang, Xuyun Zhang, Zhiyong Wang, Amin Beheshti
2023 B conf
Noise-Augmented Contrastive Learning for Sequential Recommendation.
WISE
Kun He, Shunmei Meng, Qianmu Li, Xiao Liu, Amin Beheshti, Xiaoxiao Chi, Xuyun Zhang
2023 A* conf
OptIForest: Optimal Isolation Forest for Anomaly Detection.
IJCAI
Haolong Xiang, Xuyun Zhang, Hongsheng Hu, Lianyong Qi, Wanchun Dou, Mark Dras, Amin Beheshti, Xiaolong Xu
2023 J jnl
OptIForest: Optimal Isolation Forest for Anomaly Detection.
CoRR
Haolong Xiang, Xuyun Zhang, Hongsheng Hu, Lianyong Qi, Wanchun Dou, Mark Dras, Amin Beheshti, Xiaolong Xu
2023 A conf
ProcessGPT: Transforming Business Process Management with Generative Artificial Intelligence.
ICWS
Amin Beheshti, Jian Yang, Quan Z. Sheng, Boualem Benatallah, Fabio Casati, Schahram Dustdar, Hamid Reza Motahari-Nezhad, Xuyun Zhang, Shan Xue
2023 J jnl
ProcessGPT: Transforming Business Process Management with Generative Artificial Intelligence.
CoRR
Amin Beheshti, Jian Yang, Quan Z. Sheng, Boualem Benatallah, Fabio Casati, Schahram Dustdar, Hamid Reza Motahari-Nezhad, Xuyun Zhang, Shan Xue
2023 J jnl
Storytelling with Image Data: A Systematic Review and Comparative Analysis of Methods and Tools.
Algorithms
Fariba Lotfi, Amin Beheshti, Helia Farhood, Matineh Pooshideh, Mansour Jamzad, Hamid Beigy
2023 — conf
Surface Area Estimation Using 3D Point Clouds and Delaunay Triangulation.
ICR
Helia Farhood, Samuel Müller, Amin Beheshti
2022 J jnl
A Convolutional Attention Network for Unifying General and Sequential Recommenders.
Inf. Process. Manag.
Shahpar Yakhchi, Amin Beheshti, Seyed Mohssen Ghafari, Imran Razzak, Mehmet A. Orgun, Mehdi Elahi
2022 — conf
A Cricket-Based Selection Hyper-Heuristic for Many-Objective Optimization Problems.
ADMA (2)
Adeem Ali Anwar, Irfan Younas, Guanfeng Liu, Amin Beheshti, Xuyun Zhang
2022 J jnl
A priority queue-based telemonitoring system for automatic diagnosis of heart diseases in integrated fog computing environments.
Health Informatics J.
Ali Golkar, Razieh Malekhosseini, Keyvan RahimiZadeh, Azita Yazdani, Amin Beheshti
2022 J jnl
An Intelligent System for Multi-topic Social Spam Detection in Microblogging.
CoRR
Bilal Abu-Salih, Dana Al Qudah, Malak Al-Hassan, Seyed Mohssen Ghafari, Tomayess Issa, Ibrahim Aljarah, Amin Beheshti, Sulaiman Alqahtani
2022 J jnl
Automatic Diagnosis of Myocarditis Disease in Cardiac MRI Modality using Deep Transformers and Explainable Artificial Intelligence.
CoRR
Mahboobeh Jafari, Afshin Shoeibi, Navid Ghassemi, Jónathan Heras, Abbas Khosravi, Sai Ho Ling, Roohallah Alizadehsani, Amin Beheshti, Yu-Dong Zhang, Shui-Hua Wang, Juan Manuel Górriz, U. Rajendra Acharya, Hamid Alinejad-Rokny
2022 — ch.
BP-SPARQL: A Query Language for Summarizing and Analyzing Big Process Data.
Process Querying Methods
Amin Beheshti, Boualem Benatallah, Hamid Reza Motahari-Nezhad, Samira Ghodratnama, Farhad Amouzgar
2022 A conf
ComGA: Community-Aware Attributed Graph Anomaly Detection.
WSDM
Xuexiong Luo, Jia Wu, Amin Beheshti, Jian Yang, Xiankun Zhang, Yuan Wang, Shan Xue
2022 A* conf
DAGAD: Data Augmentation for Graph Anomaly Detection.
ICDM
Fanzhen Liu, Xiaoxiao Ma, Jia Wu, Jian Yang, Shan Xue, Amin Beheshti, Chuan Zhou, Hao Peng, Quan Z. Sheng, Charu C. Aggarwal
2022 J jnl
DAGAD: Data Augmentation for Graph Anomaly Detection.
CoRR
Fanzhen Liu, Xiaoxiao Ma, Jia Wu, Jian Yang, Shan Xue, Amin Beheshti, Chuan Zhou, Hao Peng, Quan Z. Sheng, Charu C. Aggarwal
2022 A* conf
DAWAR: Diversity-aware Web APIs Recommendation for Mashup Creation based on Correlation Graph.
SIGIR
Wenwen Gong, Xuyun Zhang, Yifei Chen, Qiang He, Amin Beheshti, Xiaolong Xu, Chao Yan, Lianyong Qi
2022 J jnl
Deep Reinforcement Learning Guided Graph Neural Networks for Brain Network Analysis.
CoRR
Xusheng Zhao, Jia Wu, Hao Peng, Amin Beheshti, Jessica Monaghan, David McAlpine, Heivet Hernandez-Perez, Mark Dras, Qiong Dai, Yangyang Li, Philip S. Yu, Lifang He
2022 J jnl
Deep reinforcement learning guided graph neural networks for brain network analysis.
Neural Networks
Xusheng Zhao, Jia Wu, Hao Peng, Amin Beheshti, Jessica J. M. Monaghan, David McAlpine, Heivet Hernandez-Perez, Mark Dras, Qiong Dai, Yangyang Li, Philip S. Yu, Lifang He
2022 B conf
Domain Knowledge Enhanced Text Mining for Identifying Mental Disorder Patterns.
DSAA
Maryam Shahabikargar, Amin Beheshti, Amin Khatami, Ricky Nguyen, Xuyun Zhang, Hamid Alinejad-Rokny
2022 B conf
Evidence Based Pipeline for Explaining Artificial Intelligence Algorithms with Interactions.
DSAA
Ambreen Hanif, Amin Beheshti, Boualem Benatallah, Xuyun Zhang, Steven Wood
2022 J jnl
HAM-Net: Predictive Business Process Monitoring with a hierarchical attention mechanism.
Knowl. Based Syst.
Abdulrahman Jalayer, Mohsen Kahani, Asef Pourmasoumi, Amin Beheshti
2022 J jnl
Integrative analysis of mutated genes and mutational processes reveals novel mutational biomarkers in colorectal cancer.
BMC Bioinform.
Hamed Dashti, Iman Dehzangi, Masroor Bayati, James Breen, Amin Beheshti, Nigel H. Lovell, Hamid R. Rabiee, Hamid Alinejad-Rokny
2022 A conf
Knowledge Base 4.0: Using Crowdsourcing Services for Mimicking the Knowledge of Domain Experts.
ICWS
Amin Beheshti
2022 J jnl
Performance Analysis and Optimization on Scheduling Stochastic Cloud Service Requests: A Survey.
IEEE Trans. Netw. Serv. Manag.
Shuang Wang, Xiaoping Li, Quan Z. Sheng, Amin Beheshti
2022 C conf
Resolving Learners Misunderstandings Using an Adaptive Divide and Correct Technique.
MoMM
Alireza Tabebordbar, Amin Beheshti, Nabi Rezvani, Mohsen Asadnia, Stephen Elbourn
2022 — ed.
Service-Oriented Computing - ICSOC 2021 Workshops - AIOps, STRAPS, AI-PA and Satellite Events, Dubai, United Arab Emirates, November 22-25, 2021, Proceedings
ICSOC Workshops
Hakim Hacid, Monther Aldwairi, Mohamed Reda Bouadjenek, Marinella Petrocchi, Noura Faci, Fatma Outay, Amin Beheshti, Lauritz Thamsen, Hai Dong
2022 J jnl
Should AI-enabled medical devices be explainable?
Int. J. Law Inf. Technol.
Rita Matulionyte, Paul Nolan, Farah Magrabi, Amin Beheshti
2022 — conf
iCreate: Mining Creative Thinking Patterns from Contextualized Educational Data.
AIED (2)
Nasrin Shabani, Amin Beheshti, Helia Farhood, Matt Bower, Michael Garrett, Hamid Alinejad-Rokny
2021 J jnl
A Query Language for Summarizing and Analyzing Business Process Data.
CoRR
Amin Beheshti, Boualem Benatallah, Hamid Reza Motahari-Nezhad, Samira Ghodratnama, Farhad Amouzgar
2021 J jnl
A survey of empirical performance evaluation of permissioned blockchain platforms: Challenges and opportunities.
Comput. Secur.
Mohammad Dabbagh, Kim-Kwang Raymond Choo, Amin Beheshti, Mohammad Tahir, Nader Sohrabi Safa
2021 — conf
AI-Enabled Processes: The Age of Artificial Intelligence and Big Data.
ICSOC Workshops
Amin Beheshti, Boualem Benatallah, Quan Z. Sheng, Fabio Casati, Hamid Reza Motahari-Nezhad, Jian Yang, Aditya Ghose
2021 — conf
Assessment2Vec: Learning Distributed Representations of Assessments to Reduce Marking Workload.
AIED (2)
Shuang Wang, Amin Beheshti, Yufei Wang, Jianchao Lu, Quan Z. Sheng, Stephen Elbourn, Hamid Alinejad-Rokny, Elizabeth Galanis
2021 J jnl
Attention-Based Context Boosted Cyberbullying Detection in Social Media.
J. Data Intell.
Nabi Rezvani, Amin Beheshti
2021 — conf
Cognitive Augmentation in Processes.
Next-Gen Digital Services
Moshe Chai Barukh, Shayan Zamanirad, Marcos Báez, Amin Beheshti, Boualem Benatallah, Fabio Casati, Lina Yao, Quan Z. Sheng, Francesco Schiliro
2021 — conf
Design Methodology for Service-Based Data Product Sharing and Trading.
Next-Gen Digital Services
Jian Yang, Yongping Tang, Amin Beheshti
2021 A* conf
FRAUDRE: Fraud Detection Dual-Resistant to Graph Inconsistency and Imbalance.
ICDM
Ge Zhang, Jia Wu, Jian Yang, Amin Beheshti, Shan Xue, Chuan Zhou, Quan Z. Sheng
2021 J jnl
Intelligent Narrative Summaries: From Indicative to Informative Summarization.
Big Data Res.
Samira Ghodratnama, Amin Beheshti, Mehrdad Zakershahrak, Fariborz Sobhanmanesh
2021 J jnl
Modeling Personality Effect in Trust Prediction.
J. Data Intell.
Seyed Mohssen Ghafari, Amin Beheshti, Aditya Joshi, Cécile Paris, Shahpar Yakhchi, Mehmet A. Orgun, Alireza Jolfaei, Quan Z. Sheng
2021 J jnl
Multi-Queue Request Scheduling for Profit Maximization in IaaS Clouds.
IEEE Trans. Parallel Distributed Syst.
Shuang Wang, Xiaoping Li, Quan Z. Sheng, Rubén Ruiz, Jinquan Zhang, Amin Beheshti
2021 J jnl
Novel Deep Learning-Enabled LSTM Autoencoder Architecture for Discovering Anomalous Events From Intelligent Transportation Systems.
IEEE Trans. Intell. Transp. Syst.
Javed Ashraf, Asim D. Bakhshi, Nour Moustafa, Hasnat Khurshid, Abdullah Javed, Amin Beheshti
2021 J jnl
Relational Learning Analysis of Social Politics using Knowledge Graph Embedding.
Data Min. Knowl. Discov.
Bilal Abu-Salih, Marwan Al-Tawil, Ibrahim Aljarah, Hossam Faris, Pornpit Wongthongtham, Kit Yan Chan, Amin Beheshti
2021 J jnl
SCiMet: Stable, sCalable and reliable Metric-based framework for quality assessment in collaborative content generation systems.
J. Informetrics
Mohammad Allahbakhsh, Haleh Amintoosi, Behshid Behkamal, Amin Beheshti, Elisa Bertino
2021 — ed.
Service-Oriented Computing - ICSOC 2020 Workshops - AIOps, CFTIC, STRAPS, AI-PA, AI-IOTS, and Satellite Events, Dubai, United Arab Emirates, December 14-17, 2020, Proceedings
ICSOC Workshops
Hakim Hacid, Fatma Outay, Hye-Young Paik, Amira Alloum, Marinella Petrocchi, Mohamed Reda Bouadjenek, Amin Beheshti, Xumin Liu, Abderrahmane Maaradji
2021 B conf
Summary2vec: Learning Semantic Representation of Summaries for Healthcare Analytics.
IJCNN
Samira Ghodratnama, Mehrdad Zakershahrak, Amin Beheshti
2021 B conf
Towards Predictive Analytics in Mental Health Care.
IJCNN
Amin Beheshti, Vahid Moraveji Hashemi, Shuang Wang
2021 C conf
Towards Proactive Financial Crime and Fraud Detectionthrough Artificial Intelligence and RegTech Technologies.
iiWAS
Zeinab Rouhollahi, Amin Beheshti, Salman Mousaeirad, Srinivasa Reddy Goluguri
2021 — conf
Towards Scalable Blockchains Using Service-Oriented Architectures.
ICSOC Workshops
Ali Dorri, Raja Jurdak, Amin Beheshti, Alistair Barros
2021 C conf
Towards an Intelligent Fuzzy-fusion Model for Identity Document Classification.
iiWAS
Nouna Khandan, Amin Beheshti, Helia Farhood, Matineh Pooshideh, Mike Simpson, Nick Gatland
2020 — conf
A Novel Cognitive Computing Technique Using Convolutional Networks for Automating the Criminal Investigation Process in Policing.
IntelliSys (1)
Francesco Schiliro, Amin Beheshti, Nour Moustafa
2020 J jnl
A Survey on Trust Prediction in Online Social Networks.
IEEE Access
Seyed Mohssen Ghafari, Amin Beheshti, Aditya Joshi, Cécile Paris, Adnan Mahmood, Shahpar Yakhchi, Mehmet A. Orgun
2020 C conf
A dynamic deep trust prediction approach for online social networks.
MoMM
Seyed Mohssen Ghafari, Amin Beheshti, Aditya Joshi, Cécile Paris, Shahpar Yakhchi, Alireza Jolfaei, Mehmet A. Orgun
2020 B conf
Attention Mechanism in Predictive Business Process Monitoring.
EDOC
Abdulrahman Jalayer, Mohsen Kahani, Amin Beheshti, Asef Pourmasoumi, Hamid Reza Motahari-Nezhad
2020 — conf
Cognitive Privacy: AI-enabled Privacy using EEG Signals in the Internet of Things.
DependSys
Francesco Schiliro, Nour Moustafa, Amin Beheshti
2020 B conf
Convolutional Neural Network for Medical Image Classification using Wavelet Features.
IJCNN
Amin Khatami, Asef Nazari, Amin Beheshti, Thanh Thi Nguyen, Saeid Nahavandi, Jerzy Zieba
2020 J jnl
Deep feature learnt by conventional deep neural network.
Comput. Electr. Eng.
Huan Niu, Wei Xu, Hamidreza Akbarzadeh, Hamid Parvin, Amin Beheshti, Hamid Alinejad-Rokny
2020 J jnl
Enabling the Analysis of Personality Aspects in Recommender Systems.
CoRR
Shahpar Yakhchi, Amin Beheshti, Seyed Mohssen Ghafari, Mehmet A. Orgun
2020 J jnl
Extractive Document Summarization Based on Dynamic Feature Space Mapping.
IEEE Access
Samira Ghodratnama, Amin Beheshti, Mehrdad Zakershahrak, Fariborz Sobhanmanesh
2020 J jnl
Feature-Based and Adaptive Rule Adaptation in Dynamic Environments.
Data Sci. Eng.
Alireza Tabebordbar, Amin Beheshti, Boualem Benatallah, Moshe Chai Barukh
2020 C conf
Linking textual and contextual features for intelligent cyberbullying detection in social media.
MoMM
Nabi Rezvani, Amin Beheshti, Alireza Tabebordbar
2020 J jnl
Self-adapting cloud services orchestration for fulfilling intensive sensory data-driven IoT workflows.
Future Gener. Comput. Syst.
Mohamed Adel Serhani, Hadeel T. El Kassabi, Khaled Shuaib, Alramzana Nujum Navaz, Boualem Benatallah, Amin Beheshti
2020 J jnl
Towards Cognitive Recommender Systems.
Algorithms
Amin Beheshti, Shahpar Yakhchi, Salman Mousaeirad, Seyed Mohssen Ghafari, Srinivasa Reddy Goluguri, Mohammad Amin Edrisi
2020 J jnl
Towards a Deep Attention-Based Sequential Recommender System.
IEEE Access
Shahpar Yakhchi, Amin Beheshti, Seyed Mohssen Ghafari, Mehmet A. Orgun, Guanfeng Liu
2020 C conf
Towards intelligent feature engineering for risk-based customer segmentation in banking.
MoMM
Sam Khadivizand, Amin Beheshti, Fariborz Sobhanmanesh, Quan Z. Sheng, Elias Istanbouli, Steven Wood, Damon Pezaro
2020 — conf
iStory: Intelligent Storytelling with Social Data.
WWW (Companion Volume)
Amin Beheshti, Alireza Tabebordbar, Boualem Benatallah
2020 A conf
personality2vec: Enabling the Analysis of Behavioral Disorders in Social Networks.
WSDM
Amin Beheshti, Vahid Moraveji Hashemi, Shahpar Yakhchi, Hamid Reza Motahari-Nezhad, Seyed Mohssen Ghafari, Jian Yang
2019 B conf
Adaptive Rule Adaptation in Unstructured and Dynamic Environments.
WISE
Alireza Tabebordbar, Amin Beheshti, Boualem Benatallah, Moshe Chai Barukh
2019 B conf
ConceptMap: A Conceptual Approach for Formulating User Preferences in Large Information Spaces.
WISE
Alireza Tabebordbar, Amin Beheshti, Boualem Benatallah
2019 C conf
DCAT: A Deep Context-Aware Trust Prediction Approach for Online Social Networks.
MoMM
Seyed Mohssen Ghafari, Aditya Joshi, Amin Beheshti, Cécile Paris, Shahpar Yakhchi, Mehmet A. Orgun
2019 J jnl
DataSynapse: A Social Data Curation Foundry.
Distributed Parallel Databases
Amin Beheshti, Boualem Benatallah, Alireza Tabebordbar, Hamid Reza Motahari-Nezhad, Moshe Chai Barukh, Reza Nouri
2019 — conf
Enabling the Analysis of Personality Aspects in Recommender Systems.
PACIS
Shahpar Yakhchi, Amin Beheshti, Seyed Mohssen Ghafari, Mehmet A. Orgun
2019 — conf
Intelligent Knowledge Lakes: The Age of Artificial Intelligence and Big Data.
WISE Workshops
Amin Beheshti, Boualem Benatallah, Quan Z. Sheng, Francesco Schiliro
2019 C conf
Towards Context-Aware Social Behavioral Analytics.
MoMM
Amin Beheshti, Vahid Moraveji Hashemi, Shahpar Yakhchi
2018 — conf
Adaptive rule monitoring system.
SE4COG@ICSE
Alireza Tabebordbar, Amin Beheshti
2018 — conf
CNR: Cross-network Recommendation Embedding User's Personality.
QUAT@WISE
Shahpar Yakhchi, Seyed Mohssen Ghafari, Amin Beheshti
2018 J jnl
CoreKG: a Knowledge Lake Service.
Proc. VLDB Endow.
Amin Beheshti, Boualem Benatallah, Reza Nouri, Alireza Tabebordbar
2018 J jnl
Correction To: Large scale graph processing systems: survey and an experimental evaluation.
Clust. Comput.
Omar Batarfi, Radwa El Shawi, Ayman G. Fayoumi, Reza Nouri, Amin Beheshti, Ahmed Barnawi, Sherif Sakr
2018 — conf
CrowdCorrect: A Curation Pipeline for Social Data Cleansing and Curation.
CAiSE Forum
Amin Beheshti, Kushal Vaghani, Boualem Benatallah, Alireza Tabebordbar
2018 J jnl
ProcessAtlas: A scalable and extensible platform for business process analytics.
Softw. Pract. Exp.
Amin Beheshti, Boualem Benatallah, Hamid Reza Motahari-Nezhad
2018 — conf
SETTRUST: Social Exchange Theory Based Context-Aware Trust Prediction in Online Social Networks.
QUAT@WISE
Seyed Mohssen Ghafari, Shahpar Yakhchi, Amin Beheshti, Mehmet A. Orgun
2018 — ed.
Service Research and Innovation - 5th and 6th Australasian Symposium, ASSRI 2015 and ASSRI 2017, Sydney, NSW, Australia, November 2-3, 2015, and October 19-20, 2017, Revised Selected Papers
ASSRI
Amin Beheshti, Mustafa Hashmi, Hai Dong, Wei Emma Zhang
2018 — conf
Social Context-Aware Trust Prediction: Methods for Identifying Fake News.
WISE (1)
Seyed Mohssen Ghafari, Shahpar Yakhchi, Amin Beheshti, Mehmet A. Orgun
2018 Misc conf
TEXUS: Table Extraction System for PDF Documents.
ADC
Roya Rastan, Hye-Young Paik, John Shepherd, Seung Hwan Ryu, Amin Beheshti
2018 — conf
iCOP: IoT-Enabled Policing Processes.
ICSOC Workshops
Francesco Schiliro, Amin Beheshti, Samira Ghodratnama, Farhad Amouzgar, Boualem Benatallah, Jian Yang, Quan Z. Sheng, Fabio Casati, Hamid Reza Motahari-Nezhad
2018 — conf
iProcess: Enabling IoT Platforms in Data-Driven Knowledge-Intensive Processes.
BPM (Forum)
Amin Beheshti, Francesco Schiliro, Samira Ghodratnama, Farhad Amouzgar, Boualem Benatallah, Jian Yang, Quan Z. Sheng, Fabio Casati, Hamid Reza Motahari-Nezhad
2018 — conf
iRecruit: Towards Automating the Recruitment Process.
ASSRI
Usman Shahbaz, Amin Beheshti, Sadegh Nobari, Qiang Qu, Hye-Young Paik, Mehregan Mahdavi
2018 — conf
iSheets: A Spreadsheet-Based Machine Learning Development Platform for Data-Driven Process Analytics.
ICSOC Workshops
Farhad Amouzgar, Amin Beheshti, Samira Ghodratnama, Boualem Benatallah, Jian Yang, Quan Z. Sheng
2017 J jnl
A systematic review and comparative analysis of cross-document coreference resolution methods and tools.
Computing
Amin Beheshti, Boualem Benatallah, Srikumar Venugopal, Seung Hwan Ryu, Hamid Reza Motahari-Nezhad, Wei Wang
2017 A conf
CoreDB: a Data Lake Service.
CIKM
Amin Beheshti, Boualem Benatallah, Reza Nouri, Van Munin Chhieng, HuangTao Xiong, Xu Zhao
2017 A conf
Multi-Level Privacy-Preserving Access Control as a Service for Personal Healthcare Monitoring.
ICWS
Usama Salama, Lina Yao, Xianzhi Wang, Hye-Young Paik, Amin Beheshti
2017 — conf
On Automating Basic Data Curation Tasks.
WWW (Companion Volume)
Amin Beheshti, Alireza Tabebordbar, Boualem Benatallah, Reza Nouri
2016 J jnl
Data Curation APIs.
CoRR
Amin Beheshti, Alireza Tabebordbar, Boualem Benatallah, Reza Nouri
2016 B conf
Galaxy: A Platform for Explorative Analysis of Open Data Sources.
EDBT
Amin Beheshti, Boualem Benatallah, Hamid Reza Motahari-Nezhad
2016 — book
Process Analytics - Concepts and Techniques for Querying and Analyzing Process Data
Amin Beheshti, Boualem Benatallah, Sherif Sakr, Daniela Grigori, Hamid Reza Motahari-Nezhad, Moshe Chai Barukh, Ahmed Gater, Seung Hwan Ryu
2016 J jnl
Scalable graph-based OLAP analytics over process execution data.
Distributed Parallel Databases
Amin Beheshti, Boualem Benatallah, Hamid Reza Motahari-Nezhad
2015 Misc conf
A Framework of Enriching Business Processes Life-Cycle with Tagging Information.
ADC
Zakaria Maamar, Sherif Sakr, Ahmed Barnawi, Amin Beheshti
2015 — conf
A Preliminary Approach to Domain-Based Evaluation of Users' Trustworthiness in Online Social Networks.
BigData Congress
Bilal Abu-Salih, Pornpit Wongthongtham, Amin Beheshti, Dengya Zhu
2015 J jnl
DREAM: Distributed RDF Engine with Adaptive Query Planner and Minimal Communication.
Proc. VLDB Endow.
Mohammad Hammoud, Dania Abed Rabbou, Reza Nouri, Amin Beheshti, Sherif Sakr
2015 J jnl
Large scale graph processing systems: survey and an experimental evaluation.
Clust. Comput.
Omar Batarfi, Radwa El Shawi, Ayman G. Fayoumi, Reza Nouri, Amin Beheshti, Ahmed Barnawi, Sherif Sakr
2015 A conf
Scalable SaaS-Based Process Customization with CaseWalls.
ICSOC
Yu-Jen John Sun, Moshe Chai Barukh, Boualem Benatallah, Amin Beheshti
2015 — conf
Towards a Methodology for Social Business Intelligence in the Era of Big Social Data Incorporating Trust and Semantic Analysis.
DaEng
Bilal Abu-Salih, Pornpit Wongthongtham, Amin Beheshti, Behrang Zadjabbari
2014 — conf
On Characterizing the Performance of Distributed Graph Computation Platforms.
TPCTC
Ahmed Barnawi, Omar Batarfi, Amin Beheshti, Radwa El Shawi, Ayman G. Fayoumi, Reza Nouri, Sherif Sakr
2014 J jnl
Representation and querying of unfair evaluations in social rating systems.
Comput. Secur.
Mohammad Allahbakhsh, Aleksandar Ignjatovic, Boualem Benatallah, Amin Beheshti, Norman Foo, Elisa Bertino
2013 J jnl
Big Data and Cross-Document Coreference Resolution: Current State and Future Opportunities.
CoRR
Amin Beheshti, Srikumar Venugopal, Seung Hwan Ryu, Boualem Benatallah, Wei Wang
2013 C conf
Collusion Detection in Online Rating Systems.
APWeb
Mohammad Allahbakhsh, Aleksandar Ignjatovic, Boualem Benatallah, Amin Beheshti, Elisa Bertino, Norman Foo
2013 A conf
Enabling the Analysis of Cross-Cutting Aspects in Ad-Hoc Processes.
CAiSE
Amin Beheshti, Boualem Benatallah, Hamid R. Motahari Nezhad
2012 B conf
A Framework and a Language for On-Line Analytical Processing on Graphs.
WISE
Amin Beheshti, Boualem Benatallah, Hamid R. Motahari Nezhad, Mohammad Allahbakhsh
2012 J jnl
An Analytic Approach to People Evaluation in Crowdsourcing Systems
CoRR
Mohammad Allahbakhsh, Aleksandar Ignjatovic, Boualem Benatallah, Amin Beheshti, Norman Foo, Elisa Bertino
2012 J jnl
Detecting, Representing and Querying Collusion in Online Rating Systems
CoRR
Mohammad Allahbakhsh, Aleksandar Ignjatovic, Boualem Benatallah, Amin Beheshti, Norman Foo, Elisa Bertino
2012 J jnl
Extending SPARQL to Support Entity Grouping and Path Queries
CoRR
Amin Beheshti, Sherif Sakr, Boualem Benatallah, Hamid R. Motahari Nezhad
2012 — —
Organizing, querying, and analyzing ad-hoc processes' data.
Amin Beheshti
2012 C conf
Reputation management in crowdsourcing systems.
CollaborateCom
Mohammad Allahbakhsh, Aleksandar Ignjatovic, Boualem Benatallah, Amin Beheshti, Elisa Bertino, Norman Foo
2012 J jnl
Temporal Provenance Model (TPM): Model and Query Language
CoRR
Amin Beheshti, Hamid R. Motahari Nezhad, Boualem Benatallah
2011 A conf
A Query Language for Analyzing Business Processes Execution.
BPM
Amin Beheshti, Boualem Benatallah, Hamid R. Motahari Nezhad, Sherif Sakr
2007 — conf
Development of Grid resource discovery service based on semantic information.
SpringSim (1)
Amin Beheshti, Mohsen Sadighi Moshkenani