Jamal Bentahar

5.6k citations

215 papers · 3.3k indexed · 1 hit paper · h-index 30

Impact in

Computer Networks and Communications top 1%
- IoT and Edge/Fog Computing
Information Systems top 0.5%
- Blockchain Technology Applications and Security
- Cloud Computing and Resource Management
- Service-Oriented Architecture and Web Services

Papers in

Artificial Intelligence 125
- Multi-Agent Systems and Negotiation 52
- Logic, Reasoning, and Knowledge 50
- Privacy-Preserving Technologies in Data 19
Information Systems 79
- Service-Oriented Architecture and Web Services 36
- Blockchain Technology Applications and Security 24

Co-authors: Hadi Otrok Omar Abdel Wahab Azzam Mourad Gaith Rjoub Rabeb Mizouni Hani Sami Ahmed Saleh Bataineh Rachida Dssouli
Journals: Expert Systems with Applications (20 papers)Information Sciences (7 papers)Knowledge-Based Systems (7 papers)IEEE Transactions on Services Computing (7 papers)Future Generation Computer Systems (7 papers)
Partner nations: Canada United Arab Emirates Lebanon

In The Last Decade

Jamal Bentahar

201 papers receiving 3.2k citations

Hit Papers

align trajectories log scale

A comprehensive survey on applications of transformers for deep learning tasks 2023 · 187 citations

Peers

Countries citing papers authored by Jamal Bentahar

Since Specialization

Citations

This map shows the geographic impact of Jamal Bentahar's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Jamal Bentahar with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Jamal Bentahar more than expected).

Fields of papers citing papers by Jamal Bentahar

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Jamal Bentahar. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Jamal Bentahar. The network helps show where Jamal Bentahar may publish in the future.

Co-authors

The 25 scholars most cited alongside Jamal Bentahar, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Jamal Bentahar Line = papers co-authored together Jamal Bentahar links everyone, so they are left out of the graph.

All Works

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20 of 20 papers shown

#	Work
1	CACTUS: An open dataset and framework for automated Cardiac Assessment and Classification of Ultrasound images using deep transfer learning Computers in Biology and Medicine ·Hanae Elmekki, Oliver Rendle, Hani Sami, Zhe Wang, K. Deiters, Ehsan Zakeri, Jamal Bentahar, Lyes Kadem, Wenfang Xie, Philippe Pîbarot, Rabeb Mizouni, Hadi Otrok, Shakti Singh, Azzam Mourad	2025	0
2	A multi-modal unsupervised machine learning approach for biomedical signal processing during cardiopulmonary resuscitation Information Sciences ·Saidul Islam, Jamal Bentahar, Robin Cohen, Gaith Rjoub	2025	2
3	Predicting short-Term bike-Sharing demand at station level: A multi-Task dynamic graph-based spatiotemporal approach Knowledge-Based Systems ·Peter Remy Van der Veen, Jamal Bentahar, Chunhui Wang, Ursula Eicker	2025	0
4	A hybrid swarm intelligence approach for optimizing Multimodal Large Language Models deployment in edge-cloud-based Federated Learning environments Computer Communications ·Gaith Rjoub, Hanae Elmekki, Larissa Souza Craveiro, Jamal Bentahar, Rachida Dssouli	2025	4
5	Robust Deep Feature Ultrasound Image-Based Visual Servoing: Focus on Cardiac Examination IEEE/ASME Transactions on Mechatronics ·Ehsan Zakeri, Zhe Wang, Hanae Elmekki, K. Deiters, Lyes Kadem, Jamal Bentahar, Wenfang Xie, Philippe Pîbarot	2025	1
6	Enhanced Dynamic Deep Q-Network for Federated Learning scheduling policies on IoT devices using explanation-driven trust Knowledge-Based Systems ·Gaith Rjoub, Hanae Elmekki, Jamal Bentahar, Witold Pedrycz, Sofian Kassaymeh, Sheikh Rafiq Ullah, Rachida Dssouli	2025	2
7	MV-Checker: A software tool for multi-valued model checking intelligent applications with trust and commitment Expert Systems with Applications ·Kobayashi Takumi, Jamal Bentahar, Jiro Hirashima, Witold Pedrycz	2024	2
8	Trust driven On-Demand scheme for client deployment in Federated Learning Information Processing & Management ·Frederike Middelhoff, Azzam Mourad, Hadi Otrok, Jamal Bentahar, Mohsen Guizani	2024	3
9	Multimodal Deep Reinforcement Learning for Visual Security of Virtual Reality Applications IEEE Internet of Things Journal ·S. GiosuF, Jamal Bentahar, Mustapha Hedabou	2024	1
10	The Metaverse: Survey, Trends, Novel Pipeline Ecosystem & Future Directions IEEE Communications Surveys & Tutorials ·Hani Sami, Ahmad Hammoud, Fernanda de Assis da Costa Ferreira, E.T.G Bot, Sarhad Arisdakessian, Frederike Middelhoff, Yudho Lukman, M. Ajaj, Azzam Mourad, Hadi Otrok, Omar Abdel Wahab, Rabeb Mizouni, Jamal Bentahar, Chamseddine Talhi, Zbigniew Dziong, Ernesto Damiani, Mohsen Guizani	2024	22
11	AI-Powered Robust Interaction Force Control of a Cardiac Ultrasound Robotic System IEEE Transactions on Industrial Electronics ·Ehsan Zakeri, Zhe Wang, Hanae Elmekki, K. Deiters, Lyes Kadem, Jamal Bentahar, Wenfang Xie, Philippe Pîbarot	2024	5
12	Deep reinforcement learning for the computation offloading in MIMO-based Edge Computing Ad Hoc Networks ·Z. Li, Jamal Bentahar, Rachida Dssouli, Abdeslam En‐Nouaary, Hadi Otrok	2023	19
13	A comprehensive survey on applications of transformers for deep learning tasks Expert Systems with Applications ·Saidul Islam, Hanae Elmekki, Adele Dunn, Jamal Bentahar, Nagat Drawel, Gaith Rjoub, Witold Pedrycz Hit paper breakdown →	2023	187
14	Multi-valued model checking IoT and intelligent systems with commitment protocols in multi-source data environments Information Fusion ·Kobayashi Takumi, Jamal Bentahar, Avesta Roustamal, Witold Pedrycz, Nagat Drawel	2023	5
15	Data sources and approaches for building occupancy profiles at the urban scale – A review Building and Environment ·Peter Remy Van der Veen, Ursula Eicker, Chun Wang, Jamal Bentahar	2023	23
16	Opportunistic UAV Deployment for Intelligent On-Demand IoV Service Management IEEE Transactions on Network and Service Management ·Hani Sami, S. Piotter, Ferdinando Cerrato, Azzam Mourad, Hadi Otrok, Jamal Bentahar	2023	19
17	Transformation-based model checking temporal trust in multi-agent systems Journal of Systems and Software ·Nagat Drawel, 劉庚煥, Jamal Bentahar, Xiongxue Wu	2022	7
18	Proceedings of The Multi-Agent Logics, Languages, and Organisations Federated Workshops (MALLOW 2010) Matteo Baldoni, Cristina Baroglio, Massimo Cossentino, Jamal Bentahar, Guido Boella, Mehdi Dastani, Barbara Dunin‐Kȩplicz, Giancarlo Fortino, Marie-Pierre Gleizes, Amal El Fallah-Seghrouchni	2010	4
19	An agent communication protocol for resolving conflicts Adaptive Agents and Multi-Agents Systems ·Jamal Bentahar	2010	1
20	A Logical Model for Commitment and Argument Network for Agent Communication Adaptive Agents and Multi-Agents Systems ·Jamal Bentahar, Bernard Moulin, John-Jules Meyer, Brahim Chaib-draa	2004	24

About Jamal Bentahar

Jamal Bentahar is a scholar working on Artificial Intelligence, Information Systems, Computer Networks and Communications, Computational Theory and Mathematics and Management Information Systems, having authored 215 papers that have together received 3.3k indexed citations. Recurring topics across this work include Multi-Agent Systems and Negotiation (52 papers), Logic, Reasoning, and Knowledge (50 papers), Access Control and Trust (44 papers), Service-Oriented Architecture and Web Services (36 papers), Formal Methods in Verification (31 papers), Blockchain Technology Applications and Security (24 papers), IoT and Edge/Fog Computing (21 papers) and Privacy-Preserving Technologies in Data (19 papers). The work is most often cited by research in Computer Networks and Communications (1.3k citations), Information Systems (1.3k citations), Artificial Intelligence (1.5k citations), Computer Science Applications (141 citations) and Management Information Systems (172 citations). Jamal Bentahar has collaborated with scholars based in Canada, United Arab Emirates and Lebanon. Frequent co-authors include Hadi Otrok, Omar Abdel Wahab, Azzam Mourad, Gaith Rjoub, Rabeb Mizouni, Hani Sami, Ahmed Saleh Bataineh, Rachida Dssouli, Babak Khosravifar and Nagat Drawel. Their work appears in journals such as Expert Systems with Applications, Information Sciences, Knowledge-Based Systems, IEEE Transactions on Services Computing and Future Generation Computer Systems.

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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