Energy efficient system-on-chip architecture for non-invasive mobile monitoring of diabetics. - Mohammad Alhawari; Ahsan Khandoker; Baker Mohammad; Hani H. Saleh; Kinda Khalaf; Mahmoud Al-Qutayri; Murat Kaya Yapici; Shakti Singh; Mohammed Ismail 001 (DTIS, 2013)

High performance 4H-SiC emitter coupled logic circuits. - Hazem Elgabra; Shakti Singh (ICECS, 2013)

High performance 4H-SiC emitter coupled logic circuits. - Shakti Singh; Nourhan El Sayed; Hazem Elgabra; Tamador El Boshra; Maisam Wahbah; Mariam Al Zaabi (ICECS, 2013)

Design and analysis of SRAM cell in 4H-SiC. - Hazem Elgabra; Aamenah Siddiqui; Shakti Singh (MWSCAS, 2016)

Surface passivation method for optimum performance of 4H-SiC devices. - Amna Siddiqui; Hazem Elgabra; Shakti Singh (MWSCAS, 2016)

GRS: A Group-Based Recruitment System for Mobile Crowd Sensing. - Rana Azzam; Rabeb Mizouni; Hadi Otrok; Anis Ouali; Shakti Singh (J. Netw. Comput. Appl., 2016)

A stability-based group recruitment system for continuous mobile crowd sensing. - Rana Azzam; Rabeb Mizouni; Hadi Otrok; Shakti Singh; Anis Ouali (Comput. Commun., 2018)

Impact of Misbehaving Devices in Mobile Crowd Sourcing Systems. - Menatalla Abououf; Shakti Singh; Rabeb Mizouni; Hadi Otrok (SERVICES, 2019)

Gale-Shapley Matching Game Selection - A Framework for User Satisfaction. - Menatalla Abououf; Shakti Singh; Hadi Otrok; Rabeb Mizouni; Anis Ouali (IEEE Access, 2019)

Data-Driven Dynamic Active Node Selection for Event Localization in IoT Applications - A Case Study of Radiation Localization. - Ahmed Alagha; Shakti Singh; Rabeb Mizouni; Anis Ouali; Hadi Otrok (IEEE Access, 2019)

A greedy-proof incentive-compatible mechanism for group recruitment in mobile crowd sensing. - Ahmed Suliman; Hadi Otrok; Rabeb Mizouni; Shakti Singh; Anis Ouali (Future Gener. Comput. Syst., 2019)

Multi-worker multi-task selection framework in mobile crowd sourcing. - Menatalla Abououf; Rabeb Mizouni; Shakti Singh; Hadi Otrok; Anis Ouali (J. Netw. Comput. Appl., 2019)

A Misbehaving-Proof Game Theoretical Selection Approach for Mobile Crowd Sourcing. - Menatalla Abououf; Hadi Otrok; Shakti Singh; Rabeb Mizouni; Anis Ouali (IEEE Access, 2020)

ABCrowd: An Auction Mechanism on Blockchain for Spatial Crowdsourcing. - Maha Kadadha; Rabeb Mizouni; Shakti Singh; Hadi Otrok; Anis Ouali (IEEE Access, 2020)

A Mobile Edge-Based CrowdSensing Framework for Heterogeneous IoT. - Hanane Lamaazi; Rabeb Mizouni; Shakti Singh; Hadi Otrok (IEEE Access, 2020)

SenseChain: A blockchain-based crowdsensing framework for multiple requesters and multiple workers. - Maha Kadadha; Hadi Otrok; Rabeb Mizouni; Shakti Singh; Anis Ouali (Future Gener. Comput. Syst., 2020)

RFLS - Resilient Fault-proof Localization System in IoT and Crowd-based Sensing Applications. - Ahmed Alagha; Shakti Singh; Hadi Otrok; Rabeb Mizouni (J. Netw. Comput. Appl., 2020)

SDRS: A stable data-based recruitment system in IoT crowdsensing for localization tasks. - Ahmed Alagha; Rabeb Mizouni; Shakti Singh; Hadi Otrok; Anis Ouali (J. Netw. Comput. Appl., 2021)

Two-sided preferences task matching mechanisms for blockchain-based crowdsourcing. - Maha Kadadha; Hadi Otrok; Shakti Singh; Rabeb Mizouni; Anis Ouali (J. Netw. Comput. Appl., 2021)

How Artificial Intelligence and Mobile Crowd Sourcing are Inextricably Intertwined. - Menatalla Abououf; Hadi Otrok; Rabeb Mizouni; Shakti Singh; Ernesto Damiani (IEEE Netw., 2021)

Level Enhancement in Switched Capacitors based Multilevel Inverter using Level Doubling Network. - Ritika Agarwal; Anekant Jain; Krishna Kumar Gupta; Shakti Singh (IECON, 2022)

A Cluster-based Quality-of-Service Optimized Link State Routing protocol for Mesh Networks. - Maha Kadadha; Huda Abualola; Hadi Otrok; Rabeb Mizouni; Shakti Singh; Francis Betene; Jean-Pierre Giacalone (IWCMC, 2022)

PackChain: Toward a Blockchain-based Management Platform for Last-mile Delivery. - Soufiane El Moudaa; Youssef Ibrahim; Maha Kadadha; Rabeb Mizouni; Hadi Otrok; Shakti Singh (IWCMC, 2022)

A Context-Aware Blockchain-Based Crowdsourcing Framework: Open Challenges and Opportunities. - Maha Kadadha; Shakti Singh; Rabeb Mizouni; Hadi Otrok (IEEE Access, 2022)

Trust-3DM: Trustworthiness-Based Data-Driven Decision-Making Framework Using Smart Edge Computing for Continuous Sensing. - Hanane Lamaazi; Rabeb Mizouni; Hadi Otrok; Shakti Singh; Ernesto Damiani (IEEE Access, 2022)

A Biometrics-Based Behavioral Trust Framework for Continuous Mobile Crowd Sensing Recruitment. - Ruba Nasser; Rabeb Mizouni; Hadi Otrok; Shakti Singh; Menatalla Abououf; Maha Kadadha (IEEE Access, 2022)

IoT Sensor Selection for Target Localization: A Reinforcement Learning based Approach. - Mohammed Shurrab; Shakti Singh; Rabeb Mizouni; Hadi Otrok (Ad Hoc Networks, 2022)

Target localization using Multi-Agent Deep Reinforcement Learning with Proximal Policy Optimization. - Ahmed Alagha; Shakti Singh; Rabeb Mizouni; Jamal Bentahar; Hadi Otrok (Future Gener. Comput. Syst., 2022)

On-chain behavior prediction Machine Learning model for blockchain-based crowdsourcing. - Maha Kadadha; Hadi Otrok; Rabeb Mizouni; Shakti Singh; Anis Ouali (Future Gener. Comput. Syst., 2022)

Smart-3DM: Data-driven decision making using smart edge computing in hetero-crowdsensing environment. - Hanane Lamaazi; Rabeb Mizouni; Hadi Otrok; Shakti Singh; Ernesto Damiani (Future Gener. Comput. Syst., 2022)

Self-Supervised Online and Lightweight Anomaly and Event Detection for IoT Devices. - Menatalla Abououf; Rabeb Mizouni; Shakti Singh; Hadi Otrok; Ernesto Damiani (IEEE Internet Things J., 2022)

An Efficient Vehicle-to-Vehicle (V2V) Energy Sharing Framework. - Mohammed Shurrab; Shakti Singh; Hadi Otrok; Rabeb Mizouni; Vinod Khadkikar; Hatem H. Zeineldin (IEEE Internet Things J., 2022)

Direct Electric Vehicle to Vehicle (V2V) Power Transfer Using On-Board Drivetrain and Motor Windings. - Umesh B. S; Vinod Khadkikar; Hatem H. Zeineldin; Shakti Singh; Hadi Otrok; Rabeb Mizouni (IEEE Trans. Ind. Electron., 2022)

A Stable Matching Game for V2V Energy Sharing-A User Satisfaction Framework. - Mohammed Shurrab; Shakti Singh; Hadi Otrok; Rabeb Mizouni; Vinod Khadkikar; Hatem H. Zeineldin (IEEE Trans. Intell. Transp. Syst., 2022)

Machine Learning in Mobile Crowd Sourcing: A Behavior-Based Recruitment Model. - Menatalla Abououf; Shakti Singh; Hadi Otrok; Rabeb Mizouni; Ernesto Damiani (ACM Trans. Internet Techn., 2022)

A V2V charging allocation protocol for electric vehicles in VANET. - Huda Abualola; Hadi Otrok; Rabeb Mizouni; Shakti Singh (Veh. Commun., 2022)

A Study on Employing Various Tools for Teaching Power Electronics Undergraduate Students. - Yadvendra Singh; Shakti Singh; Pallavee Bhatnagar; Meena Malik; Niraj K. Dewangan; Krishna Kumar Gupta (IECON, 2023)

QoS-OLSR 2.0: A Quality-of-Service Optimized Link State Routing protocol for Mesh Networks. - Huda Abualola; Maha Kadadha; Rabeb Mizouni; Shakti Singh; Hadi Otrok; Michael Baddeley; Francis Betene; Jean-Pierre Giacalone (IWCMC, 2023)

Blockchain-based Reputation Management Framework for Crowdsourced Last-mile Delivery. - Maha Kadadha; Rabeb Mizouni; Shakti Singh; Hadi Otrok; Azzam Mourad (IWCMC, 2023)

A Blockchain-Based Hedonic Game Scheme for Reputable Fog Federations. - Ahmad Hammoud; Rabeb Mizouni; Hadi Otrok; Shakti Singh; Azzam Mourad; Zbigniew Dziong (IEEE Trans. Serv. Comput., 2023)

A matching game-based crowdsourcing framework for last-mile delivery: Ground-vehicles and Unmanned-Aerial Vehicles. - Huda Abualola; Rabeb Mizouni; Hadi Otrok; Shakti Singh; Hassan R. Barada (J. Netw. Comput. Appl., 2023)

A machine learning-based framework for user recruitment in continuous mobile crowdsensing. - Ruba Nasser; Zeina Aboulhosn; Rabeb Mizouni; Shakti Singh; Hadi Otrok (Ad Hoc Networks, 2023)

Influence- and Interest-Based Worker Recruitment in Crowdsourcing Using Online Social Networks. - Ahmed Alagha; Shakti Singh; Hadi Otrok; Rabeb Mizouni (IEEE Trans. Netw. Serv. Manag., 2023)

A double boost 9-level switched capacitor-based multilevel inverter for photovoltaic applications. - Ritika Agarwal; Krishna Kumar Gupta; Shakti Singh (Int. J. Circuit Theory Appl., 2023)

Crowdsourced last mile delivery: Collaborative workforce assignment. - Nada Elsokkary; Hadi Otrok; Shakti Singh; Rabeb Mizouni; Hassan R. Barada; Mohammed Omar (Internet Things, 2023)

A predictive target tracking framework for IoT using CNN-LSTM. - Lana Alhaj Hussain; Shakti Singh; Rabeb Mizouni; Hadi Otrok; Ernesto Damiani (Internet Things, 2023)

A deep learning framework for target localization in error-prone environment. - Shahmir Khan Mohammed; Shakti Singh; Rabeb Mizouni; Hadi Otrok (Internet Things, 2023)

Multiagent Deep Reinforcement Learning With Demonstration Cloning for Target Localization. - Ahmed Alagha; Rabeb Mizouni; Jamal Bentahar; Hadi Otrok; Shakti Singh (IEEE Internet Things J., 2023)

Reinforcement learning framework for UAV-based target localization applications. - Mohammed Shurrab; Rabeb Mizouni; Shakti Singh; Hadi Otrok (Internet Things, 2023)

ZS-ACL: Light-Weight Zero-Shot Image Denoising Using Alpha-Conditional Loss. - Shahmir Khan Mohammed; Shakti Singh (IVCNZ, 2024)

Collaborative Crowdsourced Vehicles for Last-Mile Delivery Application Using Hedonic Cooperative Games. - Nada Elsokkary; Shakti Singh; Rabeb Mizouni; Hadi Otrok; Hassan R. Barada (IEEE Access, 2024)

Systematic survey on artificial intelligence based mobile crowd sensing and sourcing solutions: Applications and security challenges. - Ruba Nasser; Rabeb Mizouni; Shakti Singh; Hadi Otrok (Ad Hoc Networks, 2024)

Feature engineering and deep learning-based approach for event detection in Medical Internet of Things (MIoT). - Menatalla Abououf; Shakti Singh; Rabeb Mizouni; Hadi Otrok (Internet Things, 2024)

Gaussian process-based online sensor selection for source localization. - Obadah Habash; Rabeb Mizouni; Shakti Singh; Hadi Otrok (Internet Things, 2024)

Blockchain-Assisted Demonstration Cloning for Multiagent Deep Reinforcement Learning. - Ahmed Alagha; Jamal Bentahar; Hadi Otrok; Shakti Singh; Rabeb Mizouni (IEEE Internet Things J., 2024)

Digital twins and dynamic NFTs for blockchain-based crowdsourced last-mile delivery. - Feruz K. Elmay; Maha Kadadha; Rabeb Mizouni; Shakti Singh; Hadi Otrok; Azzam Mourad (Inf. Process. Manag., 2024)

Blockchain-based crowdsourced deep reinforcement learning as a service. - Ahmed Alagha; Hadi Otrok; Shakti Singh; Rabeb Mizouni; Jamal Bentahar (Inf. Sci., 2024)

Blockchain based crowdsourcing framework for Vehicle-to-Vehicle charging. - Youssef Ibrahim; Rabeb Mizouni; Hadi Otrok; Shakti Singh; Vinod Khadkikar; Hatem H. Zeineldin (J. Netw. Comput. Appl., 2024)

Crowdsourced vehicles and UAVs for last-mile delivery application using blockchain-hosted matching mechanism. - Maha Kadadha; Rabeb Mizouni; Shakti Singh; Hadi Otrok; Azzam Mourad (Veh. Commun., 2024)

LearnChain: Transparent and cooperative reinforcement learning on Blockchain. - Hani Sami; Rabeb Mizouni; Hadi Otrok; Shakti Singh; Jamal Bentahar; Azzam Mourad (Future Gener. Comput. Syst., 2024)

Explainable AI for Event and Anomaly Detection and Classification in Healthcare Monitoring Systems. - Menatalla Abououf; Shakti Singh; Rabeb Mizouni; Hadi Otrok (IEEE Internet Things J., 2024)

A New Hardware-Efficient and Low Sensing-Time Cooperative Spectrum-Sensor for High-Throughput Cognitive-Radio Network. - Shakti Singh; Rahul Shrestha (IEEE Trans. Circuits Syst. I Regul. Pap., 2024)

Multiple Source Localization in IoT: A Conditional GAN and Image-Processing-Based Framework. - Obadah Habash; Shakti Singh; Rabeb Mizouni; Hadi Otrok (IEEE Internet Things J., 2024)

TRACE: Transformer-based continuous tracking framework using IoT and MCS. - Shahmir Khan Mohammed; Shakti Singh; Rabeb Mizouni; Hadi Otrok (J. Netw. Comput. Appl., 2024)

Overcoming cold start and sensor bias: A deep learning-based framework for IoT-enabled monitoring applications. - Mohammed Shurrab; Dunia Amin J. Mahboobeh; Rabeb Mizouni; Shakti Singh; Hadi Otrok (J. Netw. Comput. Appl., 2024)

Ultra-Low Sensing-Time and Hardware-Efficient Spectrum Sensor for Data Fusion-Based Cooperative Cognitive-Radio Network. - Shakti Singh; Rahul Shrestha (IEEE Trans. Consumer Electron., 2024)

A Comprehensive Operational Framework for Dispatching Mobile EV Charging Station. - Ganivada Phanindra Kumar; Rabeb Mizouni; Tarek H. M. El-Fouly; Shakti Singh; Hadi Otrok (IEEE Trans. Intell. Transp. Syst., 2024)

A Combinatory AC and DC Charging Approach for Electric Vehicles. - Baktharahalli Shantaveerappa Umesh; Vinod Khadkikar; Hatem H. Zeineldin; Shakti Singh; Hadi Otrok; Rabeb Mizouni; Akshay Kumar Rathore (IEEE Trans. Intell. Transp. Syst., 2024)

A 38Mb/mm2 380/540mV Dual-Rail SRAM in 3nm-FinFET Technology. - Harold Pilo; John Barth 001; Kapil Dev Dwivedi; Peter Lee; Vikram Kumar; Prasanna Nalawar; Yogeshbhai Patel; Shailendra Sharad; Shakti Singh (ISSCC, 2025)

Anchor Node-Based Trust Management for Reliable Data Fusion in Crowdsensing. - Sani Umar; Rabeb Mizouni; Shakti Singh; Hadi Otrok; Jamal Bentahar (IWCMC, 2025)

MeshChain: A comprehensive blockchain-based framework for mesh networks. - Huda Abualola; Rabeb Mizouni; Shakti Singh; Hadi Otrok (Ad Hoc Networks, 2025)

CACTUS: An open dataset and framework for automated Cardiac Assessment and Classification of Ultrasound images using deep transfer learning. - Hanae Elmekki; Ahmed Alagha; Hani Sami; Amanda Spilkin; Antonela Zanuttini; Ehsan Zakeri; Jamal Bentahar; Lyes Kadem; Wen-Fang Xie; Philippe Pibarot; Rabeb Mizouni; Hadi Otrok; et al. (Comput. Biol. Medicine, 2025)

Adaptive target localization under uncertainty using Multi-Agent Deep Reinforcement Learning with knowledge transfer. - Ahmed Alagha; Rabeb Mizouni; Shakti Singh; Jamal Bentahar; Hadi Otrok (Internet Things, 2025)

Crowdsourced auction-based framework for time-critical and budget-constrained last mile delivery. - Esraa Odeh; Shakti Singh; Rabeb Mizouni; Hadi Otrok (Inf. Process. Manag., 2025)

Predictive safe delivery with machine learning and digital twins collaboration for decentralized crowdsourced systems. - Feruz K. Elmay; Maha Kadadha; Rabeb Mizouni; Shakti Singh; Azzam Mourad; Hadi Otrok (J. Netw. Comput. Appl., 2025)

Poisoning behavioral-based worker selection in mobile crowdsensing using generative adversarial networks. - Ruba Nasser; Ahmed Alagha; Shakti Singh; Rabeb Mizouni; Hadi Otrok; Jamal Bentahar (J. Netw. Comput. Appl., 2025)

UAV-assisted Internet of vehicles: A framework empowered by reinforcement learning and Blockchain. - Ahmed Alagha; Maha Kadadha; Rabeb Mizouni; Shakti Singh; Jamal Bentahar; Hadi Otrok (Veh. Commun., 2025)

Blockchain-assisted Demonstration Cloning for Multi-Agent Deep Reinforcement Learning. - Ahmed Alagha; Jamal Bentahar; Hadi Otrok; Shakti Singh; Rabeb Mizouni (CoRR, 2025)

From Fragments to Facts: A Curriculum-Driven DPO Approach for Generating Hindi News Veracity Explanations. - Pulkit Bansal; Raghvendra Kumar 003; Shakti Singh; Sriparna Saha 001; Adam Jatowt (CoRR, 2025)

Comprehensive review of reinforcement learning for medical ultrasound imaging. - Hanae Elmekki; Saidul Islam; Ahmed Alagha; Hani Sami; Amanda Spilkin; Ehsan Zakeri; Antonela Mariel Zanuttini; Jamal Bentahar; Lyes Kadem; Wen-Fang Xie; Philippe Pibarot; Rabeb Mizouni; et al. (Artif. Intell. Rev., 2025)

Digital-twins and machine learning-assisted stable, energy-aware unmanned aerial and ground vehicles delivery in blockchain-enabled crowdsourcing framework. - Feruz K. Elmay; Maha Kadadha; Shakti Singh; Rabeb Mizouni; Hadi Otrok; Azzam Mourad (Future Gener. Comput. Syst., 2026)