Jamal Bentahar

ORCID

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 115

Top Venues

Expert Syst. Appl.

CoRR

Future Gener. Comput. Syst.

IEEE Trans. Serv. Comput.

Publications

Narges Baharloo, Jamal Bentahar, Ghalya Alwhishi, Nagat Drawel, Witold Pedrycz
Verifying trust over IoT-ad hoc network-based applications under uncertainty. Ad Hoc Networks 154 (2024)
Mario Chahoud, Azzam Mourad, Hadi Otrok, Jamal Bentahar, Mohsen Guizani
Trust Driven On-Demand Scheme for Client Deployment in Federated Learning. CoRR (2024)
Gaith Rjoub, Omar Abdel Wahab, Jamal Bentahar, Ahmed Saleh Bataineh
Trust-driven reinforcement selection strategy for federated learning on IoT devices. Computing 106 (4) (2024)
Nagat Drawel, Amine Laarej, Jamal Bentahar, Mohamed El-Menshawy
Corrigendum to "Transformation-based model checking temporal trust in multi-agent systems" [Journal of Systems and Software Volume 192, October 2022, 111383]. J. Syst. Softw. 213 (2024)
Ahmed Alagha, Jamal Bentahar, Hadi Otrok, Shakti Singh, Rabeb Mizouni
Blockchain-Assisted Demonstration Cloning for Multiagent Deep Reinforcement Learning. IEEE Internet Things J. 11 (5) (2024)
Narges Baharloo, Jamal Bentahar, Nagat Drawel, Witold Pedrycz
Model checking combined trust and commitments in Multi-Agent Systems. Expert Syst. Appl. 243 (2024)
Hani Sami, Rabeb Mizouni, Hadi Otrok, Shakti Singh, Jamal Bentahar, Azzam Mourad
LearnChain: Transparent and cooperative reinforcement learning on Blockchain. Future Gener. Comput. Syst. 150 (2024)
Gaith Rjoub, Saidul Islam, Jamal Bentahar, Mohammed Amin Almaiah, Rana Al-Rawashdeh
Enhancing IoT Intelligence: A Transformer-based Reinforcement Learning Methodology. CoRR (2024)
Ahmed Alagha, Hadi Otrok, Shakti Singh, Rabeb Mizouni, Jamal Bentahar
Blockchain-based crowdsourced deep reinforcement learning as a service. Inf. Sci. 679 (2024)
Ghalya Alwhishi, Jamal Bentahar, Ahmed Elwhishi, Witold Pedrycz
MV-Checker: A software tool for multi-valued model checking intelligent applications with trust and commitment. Expert Syst. Appl. 245 (2024)
Mario Chahoud, Hani Sami, Azzam Mourad, Hadi Otrok, Jamal Bentahar, Mohsen Guizani
On-Demand Model and Client Deployment in Federated Learning with Deep Reinforcement Learning. CoRR (2024)
Ghalya Alwhishi, Jamal Bentahar, Ahmed Elwhishi, Witold Pedrycz
Multi-valued verification of commitment systems with uncertainty and inconsistency in multi-source data settings. Inf. Fusion 111 (2024)
Ghalya Alwhishi, Jamal Bentahar, Ahmed Elwhishi, Witold Pedrycz, Nagat Drawel
Multi-valued model checking IoT and intelligent systems with commitment protocols in multi-source data environments. Inf. Fusion 102 (2024)
Saidul Islam, Hanae Elmekki, Ahmed Elsebai, Jamal Bentahar, Nagat Drawel, Gaith Rjoub, Witold Pedrycz
A comprehensive survey on applications of transformers for deep learning tasks. Expert Syst. Appl. 241 (2024)
Azzam Mourad, Hadi Otrok, Ernesto Damiani, Mérouane Debbah, Nadra Guizani, Shiqiang Wang, Guangjie Han, Rabeb Mizouni, Jamal Bentahar, Chamseddine Talhi
Guest Editorial: Special Section on the Latest Developments in Federated Learning for the Management of Networked Systems and Resources. IEEE Trans. Netw. Serv. Manag. 20 (2) (2023)
Ghalya Alwhishi, Jamal Bentahar, Ahmed Elwhishi
Multi-valued Model Checking A Smart Glucose Monitoring System with Trust. IWCMC (2023)
Gaith Rjoub, Jamal Bentahar, Omar Abdel Wahab, Rabeb Mizouni, Alyssa Song, Robin Cohen, Hadi Otrok, Azzam Mourad
A Survey on Explainable Artificial Intelligence for Network Cybersecurity. CoRR (2023)
Hani Sami, Reem Saado, Ahmad El Saoudi, Azzam Mourad, Hadi Otrok, Jamal Bentahar
Opportunistic UAV Deployment for Intelligent On-Demand IoV Service Management. IEEE Trans. Netw. Serv. Manag. 20 (3) (2023)
Mounia Elqortobi, Amine Rahj, Jamal Bentahar
Granular Traceability Between Requirements and Test Cases for Safety-Critical Software Systems. MobiWIS (2023)
Mario Chahoud, Hani Sami, Azzam Mourad, Hadi Otrok, Jamal Bentahar, Mohsen Guizani
Towards On-Demand Deployment of Multiple Clients and Heterogeneous Models in Federated Learning. IWCMC (2023)
Abdeladim Sadiki, Jamal Bentahar, Rachida Dssouli, Abdeslam En-Nouaary, Hadi Otrok
Deep reinforcement learning for the computation offloading in MIMO-based Edge Computing. Ad Hoc Networks 141 (2023)
Gaith Rjoub, Jamal Bentahar, Omar Abdel Wahab
Explainable Trust-aware Selection of Autonomous Vehicles Using LIME for One-Shot Federated Learning. IWCMC (2023)
Saidul Islam, Hanae Elmekki, Ahmed Elsebai, Jamal Bentahar, Nagat Drawel, Gaith Rjoub, Witold Pedrycz
A Comprehensive Survey on Applications of Transformers for Deep Learning Tasks. CoRR (2023)
Hafsa Ennajari, Nizar Bouguila, Jamal Bentahar
Combining Knowledge Graph and Word Embeddings for Spherical Topic Modeling. IEEE Trans. Neural Networks Learn. Syst. 34 (7) (2023)
Hani Sami, Ahmad Hammoud, Mohamad Arafeh, Mohamad Wazzeh, Sarhad Arisdakessian, Mario Chahoud, Osama Wehbi, Mohamad Ajaj, Azzam Mourad, Hadi Otrok, Omar Abdel Wahab, Rabeb Mizouni, Jamal Bentahar, Chamseddine Talhi, Zbigniew Dziong, Ernesto Damiani, Mohsen Guizani
The Metaverse: Survey, Trends, Novel Pipeline Ecosystem & Future Directions. CoRR (2023)
Hani Sami, Hadi Otrok, Jamal Bentahar, Azzam Mourad, Ernesto Damiani
Reward shaping using convolutional neural network. Inf. Sci. 648 (2023)
Gaith Rjoub, Jamal Bentahar, Omar Abdel Wahab, Rabeb Mizouni, Alyssa Song, Robin Cohen, Hadi Otrok, Azzam Mourad
A Survey on Explainable Artificial Intelligence for Cybersecurity. IEEE Trans. Netw. Serv. Manag. 20 (4) (2023)
Ahmed Alagha, Rabeb Mizouni, Jamal Bentahar, Hadi Otrok, Shakti Singh
Multiagent Deep Reinforcement Learning With Demonstration Cloning for Target Localization. IEEE Internet Things J. 10 (15) (2023)
Mario Chahoud, Hani Sami, Azzam Mourad, Safa Otoum, Hadi Otrok, Jamal Bentahar, Mohsen Guizani
On-Demand-FL: A Dynamic and Efficient Multicriteria Federated Learning Client Deployment Scheme. IEEE Internet Things J. 10 (18) (2023)
Anahita Mazloomi, Hani Sami, Jamal Bentahar, Hadi Otrok, Azzam Mourad
Reinforcement Learning Framework for Server Placement and Workload Allocation in Multiaccess Edge Computing. IEEE Internet Things J. 10 (2) (2023)
Mona Taghavi, Jamal Bentahar, Hadi Otrok, Kaveh Bakhtiyari
A reinforcement learning model for the reliability of blockchain oracles. Expert Syst. Appl. 214 (2023)
Hafsa Ennajari, Nizar Bouguila, Jamal Bentahar
Embedded Spherical Topic Models for Supervised Learning. ICPR (2022)
Ghalya Alwhishi, Jamal Bentahar, Ahmed Elwhishi
Three-Valued Model Checking Smart Contract Systems with Trust Under Uncertainty. DBB (2022)
Hafsa Ennajari, Nizar Bouguila, Jamal Bentahar
Knowledge-enhanced Spherical Representation Learning for Text Classification. SDM (2022)
Mario Chahoud, Hani Sami, Azzam Mourad, Safa Otoum, Hadi Otrok, Jamal Bentahar, Mohsen Guizani
ON-DEMAND-FL: A Dynamic and Efficient Multi-Criteria Federated Learning Client Deployment Scheme. CoRR (2022)
Ahmed Alagha, Shakti Singh, Rabeb Mizouni, Jamal Bentahar, Hadi Otrok
Target localization using Multi-Agent Deep Reinforcement Learning with Proximal Policy Optimization. Future Gener. Comput. Syst. 136 (2022)
Nagat Drawel, Amine Laarej, Jamal Bentahar, Mohamed El-Menshawy
Transformation-based model checking temporal trust in multi-agent systems. J. Syst. Softw. 192 (2022)
Gaith Rjoub, Jamal Bentahar, Omar Abdel Wahab
Explainable AI-based Federated Deep Reinforcement Learning for Trusted Autonomous Driving. IWCMC (2022)
Jamal Bentahar, Nagat Drawel, Abdeladim Sadiki
Quantitative Group Trust: A Two-Stage Verification Approach. AAMAS (2022)
Ghalya Alwhishi, Jamal Bentahar, Nagat Drawel
Reasoning about Uncertainty over IoT Systems. IWCMC (2022)
Hani Sami, Azzam Mourad, Hadi Otrok, Jamal Bentahar
Demand-Driven Deep Reinforcement Learning for Scalable Fog and Service Placement. IEEE Trans. Serv. Comput. 15 (5) (2022)
Omar Abdel Wahab, Gaith Rjoub, Jamal Bentahar, Robin Cohen
Federated against the cold: A trust-based federated learning approach to counter the cold start problem in recommendation systems. Inf. Sci. 601 (2022)
Ghalya Alwhishi, Jamal Bentahar, Ahmed Elwhishi
Verifying Timed Commitment Specifications for IoT-Cloud Systems with Uncertainty. FiCloud (2022)
Ghalya Alwhishi, Nagat Drawel, Jamal Bentahar
Model Checking Intelligent Information Systems with 3-Valued Timed Commitments. MobiWIS (2022)
Gaith Rjoub, Jamal Bentahar, Omar Abdel Wahab, Nagat Drawel
One-Shot Federated Learning-based Model-Free Reinforcement Learning. DBB (2022)
Anahita Mazloomi, Hani Sami, Jamal Bentahar, Hadi Otrok, Azzam Mourad
Reinforcement Learning Framework for Server Placement and Workload Allocation in Multi-Access Edge Computing. CoRR (2022)
Nagat Drawel, Jamal Bentahar, Amine Laarej, Gaith Rjoub
Formal verification of group and propagated trust in multi-agent systems. Auton. Agents Multi Agent Syst. 36 (1) (2022)
Hani Sami, Jamal Bentahar, Azzam Mourad, Hadi Otrok, Ernesto Damiani
Graph convolutional recurrent networks for reward shaping in reinforcement learning. Inf. Sci. 608 (2022)
Gaith Rjoub, Jamal Bentahar, Y. A. Joarder
Active Federated YOLOR Model for Enhancing Autonomous Vehicles Safety. MobiWIS (2022)
Hani Sami, Hadi Otrok, Jamal Bentahar, Azzam Mourad, Ernesto Damiani
Reward Shaping Using Convolutional Neural Network. CoRR (2022)
Ahmed Saleh Bataineh, Jamal Bentahar, Rabeb Mizouni, Omar Abdel Wahab, Gaith Rjoub, May El Barachi
Cloud Computing as a Platform for Monetizing Data Services: A Two-Sided Game Business Model. IEEE Trans. Netw. Serv. Manag. 19 (2) (2022)
Afaf Mousa, Jamal Bentahar, Omar Alam
Multi-dimensional trust for context-aware services computing. Expert Syst. Appl. 172 (2021)
Gaith Rjoub, Omar Abdel Wahab, Jamal Bentahar, Ahmed Saleh Bataineh
Improving Autonomous Vehicles Safety in Snow Weather Using Federated YOLO CNN Learning. MobiWIS (2021)
Khalid Sultan, Jamal Bentahar, Hamdi Yahyaoui, Rabeb Mizouni
Model checking agent-based communities against uncertain group commitments and knowledge. Expert Syst. Appl. 177 (2021)
Ahmed Saleh Bataineh, Jamal Bentahar, Omar Abdel Wahab, Rabeb Mizouni, Gaith Rjoub
Cloud as platform for monetizing complementary data for AI-driven services: A two-sided cooperative game. SCC (2021)
Omar Abdel Wahab, Jamal Bentahar, Hadi Otrok, Azzam Mourad
Resource-Aware Detection and Defense System against Multi-Type Attacks in the Cloud: Repeated Bayesian Stackelberg Game. IEEE Trans. Dependable Secur. Comput. 18 (2) (2021)
Gaith Rjoub, Jamal Bentahar, Omar Abdel Wahab, Ahmed Saleh Bataineh
Deep and reinforcement learning for automated task scheduling in large-scale cloud computing systems. Concurr. Comput. Pract. Exp. 33 (23) (2021)
Ahmed Saleh Bataineh, Jamal Bentahar, Rabeb Mizouni, Omar Abdel Wahab, Gaith Rjoub, May El Barachi
Cloud computing as a platform for monetizing data services: A two-sided game business model. CoRR (2021)
Hani Sami, Hadi Otrok, Jamal Bentahar, Azzam Mourad
AI-Based Resource Provisioning of IoE Services in 6G: A Deep Reinforcement Learning Approach. IEEE Trans. Netw. Serv. Manag. 18 (3) (2021)
Rashid Hussain Khokhar, Farkhund Iqbal, Benjamin C. M. Fung, Jamal Bentahar
Enabling Secure Trustworthiness Assessment and Privacy Protection in Integrating Data for Trading Person-Specific Information. IEEE Trans. Engineering Management 68 (1) (2021)
Mona Taghavi, Jamal Bentahar, Hadi Otrok, Kaveh Bakhtiyari
A Blockchain-Based Model for Cloud Service Quality Monitoring. IEEE Trans. Serv. Comput. 13 (2) (2020)
Omar Abdel Wahab, Jamal Bentahar, Hadi Otrok, Azzam Mourad
Optimal Load Distribution for the Detection of VM-Based DDoS Attacks in the Cloud. IEEE Trans. Serv. Comput. 13 (1) (2020)
Omar Abdel Wahab, Robin Cohen, Jamal Bentahar, Hadi Otrok, Azzam Mourad, Gaith Rjoub
An endorsement-based trust bootstrapping approach for newcomer cloud services. Inf. Sci. 527 (2020)
Nagat Drawel, Jamal Bentahar, Hongyang Qu
Computationally Grounded Quantitative Trust with Time. AAMAS (2020)
Rebeca Estrada, Rabeb Mizouni, Hadi Otrok, Anis Ouali, Jamal Bentahar
A Crowd-Sensing Framework for Allocation of Time-Constrained and Location-Based Tasks. IEEE Trans. Serv. Comput. 13 (5) (2020)
Ahmad Hammoud, Hani Sami, Azzam Mourad, Hadi Otrok, Rabeb Mizouni, Jamal Bentahar
AI, Blockchain, and Vehicular Edge Computing for Smart and Secure IoV: Challenges and Directions. IEEE Internet Things Mag. 3 (2) (2020)
Nagat Drawel, Jamal Bentahar, Amine Laarej, Gaith Rjoub
Formalizing Group and Propagated Trust in Multi-Agent Systems. IJCAI (2020)
Mounia Elqortobi, Warda El-Khouly, Amine Rahj, Jamal Bentahar, Rachida Dssouli
Verification and testing of safety-critical airborne systems: A model-based methodology. Comput. Sci. Inf. Syst. 17 (1) (2020)
Gaith Rjoub, Omar Abdel Wahab, Jamal Bentahar, Ahmed Saleh Bataineh
A Trust and Energy-Aware Double Deep Reinforcement Learning Scheduling Strategy for Federated Learning on IoT Devices. ICSOC (2020)
Ehsan Khosrowshahi Asl, Jamal Bentahar, Rebeca Estrada, Hadi Otrok, Rabeb Mizouni, Babak Khosravifar
Dynamic formation of service communities in the cloud under distribution and incomplete information settings. Concurr. Comput. Pract. Exp. 32 (1) (2020)
Hani Sami, Azzam Mourad, Hadi Otrok, Jamal Bentahar
FScaler: Automatic Resource Scaling of Containers in Fog Clusters Using Reinforcement Learning. IWCMC (2020)
Ahmed Saleh Bataineh, Jamal Bentahar, Omar Abdel Wahab, Rabeb Mizouni, Gaith Rjoub
A Game-Based Secure Trading of Big Data and IoT Services: Blockchain as a Two-Sided Market. ICSOC (2020)
Mona Taghavi, Jamal Bentahar, Hadi Otrok
Two-stage game theoretical framework for IaaS market share dynamics. Future Gener. Comput. Syst. 102 (2020)
Mounia Elqortobi, Amine Rahj, Jamal Bentahar, Rachida Dssouli
Test Generation Tool for Modified Condition/Decision Coverage: Model Based Testing. SITA (2020)
Gaith Rjoub, Jamal Bentahar, Omar Abdel Wahab
BigTrustScheduling: Trust-aware big data task scheduling approach in cloud computing environments. Future Gener. Comput. Syst. 110 (2020)
Nagat Drawel, Hongyang Qu, Jamal Bentahar, Elhadi M. Shakshuki
Specification and automatic verification of trust-based multi-agent systems. Future Gener. Comput. Syst. 107 (2020)
Omar Abdel Wahab, Jamal Bentahar, Robin Cohen, Hadi Otrok, Azzam Mourad
A two-level solution to fight against dishonest opinions in recommendation-based trust systems. CoRR (2020)
Warda El Kholy, Mohamed El-Menshawy, Jamal Bentahar, Mounia Elqortobi, Amine Laarej, Rachida Dssouli
Model checking intelligent avionics systems for test cases generation using multi-agent systems. Expert Syst. Appl. 156 (2020)
Ahmed Saleh Bataineh, Rabeb Mizouni, Jamal Bentahar, May El Barachi
Toward monetizing personal data: A two-sided market analysis. Future Gener. Comput. Syst. 111 (2020)
Imran Sarwar Bajwa, Anna Helena Reali Costa, Jamal Bentahar
Introduction to the Special Section on Artificial Intelligence for Smart Systems. Comput. Electr. Eng. 79 (2019)
Jie Zhang, Jamal Bentahar, Rino Falcone, Timothy J. Norman, Murat Sensoy
Introduction to the Special Section on Trust and AI. ACM Trans. Internet Techn. 19 (4) (2019)
Gaith Rjoub, Jamal Bentahar, Omar Abdel Wahab, Ahmed Saleh Bataineh
Deep Smart Scheduling: A Deep Learning Approach for Automated Big Data Scheduling Over the Cloud. FiCloud (2019)
Nader Kesserwan, Rachida Dssouli, Jamal Bentahar, Bernard Stepien, Pierre Labrèche
From use case maps to executable test procedures: a scenario-based approach. Softw. Syst. Model. 18 (2) (2019)
Afaf Mousa, Jamal Bentahar, Omar Alam
Dependency Network-based Trust Management for Context-Aware Web Services. ANT/EDI40 (2019)
Ahmad Hammoud, Hadi Otrok, Azzam Mourad, Omar Abdel Wahab, Jamal Bentahar
On the Detection of Passive Malicious Providers in Cloud Federations. IEEE Commun. Lett. 23 (1) (2019)
Afaf Mousa, Jamal Bentahar, Omar Alam
Context-aware composite SaaS using feature model. Future Gener. Comput. Syst. 99 (2019)
Mounia Elqortobi, Warda El-Khouly, Amine Rahj, Jamal Bentahar, Rachida Dssouli
Model-Based Verification and Testing Methodology for Safety-Critical Airborne Systems. MEDI Workshops (2018)
Jamal Bentahar
Keynote II. FNC/MobiSPC (2018)
Mona Taghavi, Jamal Bentahar, Kaveh Bakhtiyari, Chihab Hanachi
New Insights Towards Developing Recommender Systems. Comput. J. 61 (3) (2018)
Omar Abdel Wahab, Jamal Bentahar, Hadi Otrok, Azzam Mourad
Towards Trustworthy Multi-Cloud Services Communities: A Trust-Based Hedonic Coalitional Game. IEEE Trans. Serv. Comput. 11 (1) (2018)
Afaf Mousa, Jamal Bentahar, Omar Alam
Multi-Objective Self-Adaptive Composite SaaS Using Feature Model. FiCloud (2018)
Mohamed El-Menshawy, Jamal Bentahar, Warda El Kholy, Amine Laarej
Model checking real-time conditional commitment logic using transformation. J. Syst. Softw. 138 (2018)
Mona Taghavi, Jamal Bentahar, Hadi Otrok, Kaveh Bakhtiyari
Cloudchain: A Blockchain-Based Coopetition Differential Game Model for Cloud Computing. ICSOC (2018)
Nagat Drawel, Jamal Bentahar, Mohamed El-Menshawy, Amine Laarej
Verifying Temporal Trust Logic using CTL Model Checking. TRUST@AAMAS (2018)
Nader Kesserwan, Rachida Dssouli, Jamal Bentahar
Modernization of Legacy Software Tests to Model-Driven Testing. AFRICATEK (2017)
Mona Taghavi, Jamal Bentahar, Hadi Otrok, Omar Abdel Wahab, Azzam Mourad
On the Effects of User Ratings on the Profitability of Cloud Services. ICWS (2017)
Gaith Rjoub, Jamal Bentahar
Cloud Task Scheduling Based on Swarm Intelligence and Machine Learning. FiCloud (2017)
Rachida Dssouli, Ahmed Khoumsi, Mounia Elqortobi, Jamal Bentahar
Chapter Three - Testing the Control-Flow, Data-Flow, and Time Aspects of Communication Systems: A Survey. Adv. Comput. 107 (2017)
Omar Abdel Wahab, Jamal Bentahar, Hadi Otrok, Azzam Mourad
I Know You Are Watching Me: Stackelberg-Based Adaptive Intrusion Detection Strategy for Insider Attacks in the Cloud. ICWS (2017)
Faryed Eltayesh, Jamal Bentahar, Rabeb Mizouni, Hadi Otrok, Elhadi M. Shakshuki
Refined game-theoretic approach to improve authenticity of outsourced databases. J. Ambient Intell. Humaniz. Comput. 8 (3) (2017)

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Publication Activity (10 Years)

Top Topics

Top Venues

Jamal Bentahar