Shakti Singh

92 papers B 6C 2Misc 1Journal 77Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
A two-sided client-server matching mechanism for resilient Federated Learning.
J. Netw. Comput. Appl.
Sani Umar, Ahmed Alagha, Rabeb Mizouni, Shakti Singh, Jamal Bentahar, Hadi Otrok
2026 J jnl
Digital Twins Paradigm: A Systematic Review from the Reinforcement Learning Perspective.
ACM Comput. Surv.
Shahmir Khan Mohammed, Shakti Singh, Rabeb Mizouni, Hadi Otrok, Ernesto Damiani
2026 J jnl
Digital-twins and machine learning-assisted stable, energy-aware unmanned aerial and ground vehicles delivery in blockchain-enabled crowdsourcing framework.
Future Gener. Comput. Syst.
Feruz K. Elmay, Maha Kadadha, Shakti Singh, Rabeb Mizouni, Hadi Otrok, Azzam Mourad
2026 J jnl
GroupCharge: A Blockchain-Based Coalition and Auction Framework for Mobile EV Charging.
IEEE Trans. Intell. Transp. Syst.
Zainab Husain, Rabeb Mizouni, Tarek H. M. El-Fouly, Shakti Singh, Hadi Otrok
2026 J jnl
Reinforcement learning and the Metaverse: a symbiotic collaboration.
Artif. Intell. Rev.
Nada Elsokkary, Wasif Khan, Mohammed Shurrab, Rabeb Mizouni, Shakti Singh, Jamal Bentahar, Azzam Mourad, Hadi Otrok
2025 — conf
A 38Mb/mm
ISSCC
Harold Pilo, John Barth, Kapil Dev Dwivedi, Peter Lee, Vikram Kumar, Prasanna Nalawar, Yogeshbhai Patel, Shailendra Sharad, Shakti Singh
2025 J jnl
Adaptive Target Localization under Uncertainty using Multi-Agent Deep Reinforcement Learning with Knowledge Transfer.
CoRR
Ahmed Alagha, Rabeb Mizouni, Shakti Singh, Jamal Bentahar, Hadi Otrok
2025 J jnl
Adaptive target localization under uncertainty using Multi-Agent Deep Reinforcement Learning with knowledge transfer.
Internet Things
Ahmed Alagha, Rabeb Mizouni, Shakti Singh, Jamal Bentahar, Hadi Otrok
2025 B conf
Anchor Node-Based Trust Management for Reliable Data Fusion in Crowdsensing.
IWCMC
Sani Umar, Rabeb Mizouni, Shakti Singh, Hadi Otrok, Jamal Bentahar
2025 J jnl
Blockchain-assisted Demonstration Cloning for Multi-Agent Deep Reinforcement Learning.
CoRR
Ahmed Alagha, Jamal Bentahar, Hadi Otrok, Shakti Singh, Rabeb Mizouni
2025 J jnl
Blockchain-based Crowdsourced Deep Reinforcement Learning as a Service.
CoRR
Ahmed Alagha, Hadi Otrok, Shakti Singh, Rabeb Mizouni, Jamal Bentahar
2025 J jnl
CACTUS: An Open Dataset and Framework for Automated Cardiac Assessment and Classification of Ultrasound Images Using Deep Transfer Learning.
CoRR
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, Shakti Singh, Azzam Mourad
2025 J jnl
CACTUS: An open dataset and framework for automated Cardiac Assessment and Classification of Ultrasound images using deep transfer learning.
Comput. Biol. Medicine
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, Shakti Singh, Azzam Mourad
2025 J jnl
Comprehensive Review of Reinforcement Learning for Medical Ultrasound Imaging.
CoRR
Hanae Elmekki, Saidul Islam, Ahmed Alagha, Hani Sami, Amanda Spilkin, Ehsan Zakeri, Antonela Zanuttini, Jamal Bentahar, Lyes Kadem, Wen-Fang Xie, Philippe Pibarot, Rabeb Mizouni, Hadi Otrok, Shakti Singh, Azzam Mourad
2025 J jnl
Comprehensive review of reinforcement learning for medical ultrasound imaging.
Artif. Intell. Rev.
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, Hadi Otrok, Shakti Singh, Azzam Mourad
2025 J jnl
Crowdsourced auction-based framework for time-critical and budget-constrained last mile delivery.
Inf. Process. Manag.
Esraa Odeh, Shakti Singh, Rabeb Mizouni, Hadi Otrok
2025 J jnl
From Fragments to Facts: A Curriculum-Driven DPO Approach for Generating Hindi News Veracity Explanations.
CoRR
Pulkit Bansal, Raghvendra Kumar, Shakti Singh, Sriparna Saha, Adam Jatowt
2025 J jnl
Influence- and Interest-based Worker Recruitment in Crowdsourcing using Online Social Networks.
CoRR
Ahmed Alagha, Shakti Singh, Hadi Otrok, Rabeb Mizouni
2025 J jnl
MeshChain: A comprehensive blockchain-based framework for mesh networks.
Ad Hoc Networks
Huda Abualola, Rabeb Mizouni, Shakti Singh, Hadi Otrok
2025 J jnl
Poisoning Behavioral-based Worker Selection in Mobile Crowdsensing using Generative Adversarial Networks.
CoRR
Ruba Nasser, Ahmed Alagha, Shakti Singh, Rabeb Mizouni, Hadi Otrok, Jamal Bentahar
2025 J jnl
Poisoning behavioral-based worker selection in mobile crowdsensing using generative adversarial networks.
J. Netw. Comput. Appl.
Ruba Nasser, Ahmed Alagha, Shakti Singh, Rabeb Mizouni, Hadi Otrok, Jamal Bentahar
2025 J jnl
Predictive safe delivery with machine learning and digital twins collaboration for decentralized crowdsourced systems.
J. Netw. Comput. Appl.
Feruz K. Elmay, Maha Kadadha, Rabeb Mizouni, Shakti Singh, Azzam Mourad, Hadi Otrok
2025 J jnl
Reliable Crowdsourced Last Mile Delivery: Blockchain-Enabled Framework With Feedback.
IEEE Trans. Intell. Transp. Syst.
Esraa Odeh, Rabeb Mizouni, Shakti Singh, Hadi Otrok, Jamal Bentahar
2025 J jnl
UAV-assisted Internet of Vehicles: A Framework Empowered by Reinforcement Learning and Blockchain.
CoRR
Ahmed Alagha, Maha Kadadha, Rabeb Mizouni, Shakti Singh, Jamal Bentahar, Hadi Otrok
2025 J jnl
UAV-assisted Internet of vehicles: A framework empowered by reinforcement learning and Blockchain.
Veh. Commun.
Ahmed Alagha, Maha Kadadha, Rabeb Mizouni, Shakti Singh, Jamal Bentahar, Hadi Otrok
2024 J jnl
A Combinatory AC and DC Charging Approach for Electric Vehicles.
IEEE Trans. Intell. Transp. Syst.
Baktharahalli Shantaveerappa Umesh, Vinod Khadkikar, Hatem H. Zeineldin, Shakti Singh, Hadi Otrok, Rabeb Mizouni, Akshay Kumar Rathore
2024 J jnl
A Comprehensive Operational Framework for Dispatching Mobile EV Charging Station.
IEEE Trans. Intell. Transp. Syst.
Ganivada Phanindra Kumar, Rabeb Mizouni, Tarek H. M. El-Fouly, Shakti Singh, Hadi Otrok
2024 J jnl
A New Hardware-Efficient and Low Sensing-Time Cooperative Spectrum-Sensor for High-Throughput Cognitive-Radio Network.
IEEE Trans. Circuits Syst. I Regul. Pap.
Shakti Singh, Rahul Shrestha
2024 J jnl
Blockchain based crowdsourcing framework for Vehicle-to-Vehicle charging.
J. Netw. Comput. Appl.
Youssef Ibrahim, Rabeb Mizouni, Hadi Otrok, Shakti Singh, Vinod Khadkikar, Hatem H. Zeineldin
2024 J jnl
Blockchain-Assisted Demonstration Cloning for Multiagent Deep Reinforcement Learning.
IEEE Internet Things J.
Ahmed Alagha, Jamal Bentahar, Hadi Otrok, Shakti Singh, Rabeb Mizouni
2024 J jnl
Blockchain-based crowdsourced deep reinforcement learning as a service.
Inf. Sci.
Ahmed Alagha, Hadi Otrok, Shakti Singh, Rabeb Mizouni, Jamal Bentahar
2024 J jnl
Collaborative Crowdsourced Vehicles for Last-Mile Delivery Application Using Hedonic Cooperative Games.
IEEE Access
Nada Elsokkary, Shakti Singh, Rabeb Mizouni, Hadi Otrok, Hassan R. Barada
2024 J jnl
Crowdsourced vehicles and UAVs for last-mile delivery application using blockchain-hosted matching mechanism.
Veh. Commun.
Maha Kadadha, Rabeb Mizouni, Shakti Singh, Hadi Otrok, Azzam Mourad
2024 J jnl
Digital twins and dynamic NFTs for blockchain-based crowdsourced last-mile delivery.
Inf. Process. Manag.
Feruz K. Elmay, Maha Kadadha, Rabeb Mizouni, Shakti Singh, Hadi Otrok, Azzam Mourad
2024 J jnl
Explainable AI for Event and Anomaly Detection and Classification in Healthcare Monitoring Systems.
IEEE Internet Things J.
Menatalla Abououf, Shakti Singh, Rabeb Mizouni, Hadi Otrok
2024 J jnl
Feature engineering and deep learning-based approach for event detection in Medical Internet of Things (MIoT).
Internet Things
Menatalla Abououf, Shakti Singh, Rabeb Mizouni, Hadi Otrok
2024 J jnl
Gaussian process-based online sensor selection for source localization.
Internet Things
Obadah Habash, Rabeb Mizouni, Shakti Singh, Hadi Otrok
2024 J jnl
LearnChain: Transparent and cooperative reinforcement learning on Blockchain.
Future Gener. Comput. Syst.
Hani Sami, Rabeb Mizouni, Hadi Otrok, Shakti Singh, Jamal Bentahar, Azzam Mourad
2024 J jnl
Multiple Source Localization in IoT: A Conditional GAN and Image-Processing-Based Framework.
IEEE Internet Things J.
Obadah Habash, Shakti Singh, Rabeb Mizouni, Hadi Otrok
2024 J jnl
Overcoming cold start and sensor bias: A deep learning-based framework for IoT-enabled monitoring applications.
J. Netw. Comput. Appl.
Mohammed Shurrab, Dunia Amin J. Mahboobeh, Rabeb Mizouni, Shakti Singh, Hadi Otrok
2024 J jnl
Systematic survey on artificial intelligence based mobile crowd sensing and sourcing solutions: Applications and security challenges.
Ad Hoc Networks
Ruba Nasser, Rabeb Mizouni, Shakti Singh, Hadi Otrok
2024 J jnl
TRACE: Transformer-based continuous tracking framework using IoT and MCS.
J. Netw. Comput. Appl.
Shahmir Khan Mohammed, Shakti Singh, Rabeb Mizouni, Hadi Otrok
2024 J jnl
Ultra-Low Sensing-Time and Hardware-Efficient Spectrum Sensor for Data Fusion-Based Cooperative Cognitive-Radio Network.
IEEE Trans. Consumer Electron.
Shakti Singh, Rahul Shrestha
2024 Misc conf
ZS-ACL: Light-Weight Zero-Shot Image Denoising Using Alpha-Conditional Loss.
IVCNZ
Shahmir Khan Mohammed, Shakti Singh
2023 J jnl
A Blockchain-Based Hedonic Game Scheme for Reputable Fog Federations.
IEEE Trans. Serv. Comput.
Ahmad Hammoud, Rabeb Mizouni, Hadi Otrok, Shakti Singh, Azzam Mourad, Zbigniew Dziong
2023 C conf
A Study on Employing Various Tools for Teaching Power Electronics Undergraduate Students.
IECON
Yadvendra Singh, Shakti Singh, Pallavee Bhatnagar, Meena Malik, Niraj K. Dewangan, Krishna Kumar Gupta
2023 J jnl
A deep learning framework for target localization in error-prone environment.
Internet Things
Shahmir Khan Mohammed, Shakti Singh, Rabeb Mizouni, Hadi Otrok
2023 J jnl
A double boost 9-level switched capacitor-based multilevel inverter for photovoltaic applications.
Int. J. Circuit Theory Appl.
Ritika Agarwal, Krishna Kumar Gupta, Shakti Singh
2023 J jnl
A machine learning-based framework for user recruitment in continuous mobile crowdsensing.
Ad Hoc Networks
Ruba Nasser, Zeina Aboulhosn, Rabeb Mizouni, Shakti Singh, Hadi Otrok
2023 J jnl
A matching game-based crowdsourcing framework for last-mile delivery: Ground-vehicles and Unmanned-Aerial Vehicles.
J. Netw. Comput. Appl.
Huda Abualola, Rabeb Mizouni, Hadi Otrok, Shakti Singh, Hassan R. Barada
2023 J jnl
A predictive target tracking framework for IoT using CNN-LSTM.
Internet Things
Lana Alhaj Hussain, Shakti Singh, Rabeb Mizouni, Hadi Otrok, Ernesto Damiani
2023 B conf
Blockchain-based Reputation Management Framework for Crowdsourced Last-mile Delivery.
IWCMC
Maha Kadadha, Rabeb Mizouni, Shakti Singh, Hadi Otrok, Azzam Mourad
2023 J jnl
Crowdsourced last mile delivery: Collaborative workforce assignment.
Internet Things
Nada Elsokkary, Hadi Otrok, Shakti Singh, Rabeb Mizouni, Hassan R. Barada, Mohammed Omar
2023 J jnl
Influence- and Interest-Based Worker Recruitment in Crowdsourcing Using Online Social Networks.
IEEE Trans. Netw. Serv. Manag.
Ahmed Alagha, Shakti Singh, Hadi Otrok, Rabeb Mizouni
2023 J jnl
Multiagent Deep Reinforcement Learning With Demonstration Cloning for Target Localization.
IEEE Internet Things J.
Ahmed Alagha, Rabeb Mizouni, Jamal Bentahar, Hadi Otrok, Shakti Singh
2023 B conf
QoS-OLSR 2.0: A Quality-of-Service Optimized Link State Routing protocol for Mesh Networks.
IWCMC
Huda Abualola, Maha Kadadha, Rabeb Mizouni, Shakti Singh, Hadi Otrok, Michael Baddeley, Francis Betene, Jean-Pierre Giacalone
2023 J jnl
Reinforcement learning framework for UAV-based target localization applications.
Internet Things
Mohammed Shurrab, Rabeb Mizouni, Shakti Singh, Hadi Otrok
2022 J jnl
A Biometrics-Based Behavioral Trust Framework for Continuous Mobile Crowd Sensing Recruitment.
IEEE Access
Ruba Nasser, Rabeb Mizouni, Hadi Otrok, Shakti Singh, Menatalla Abououf, Maha Kadadha
2022 B conf
A Cluster-based Quality-of-Service Optimized Link State Routing protocol for Mesh Networks.
IWCMC
Maha Kadadha, Huda Abualola, Hadi Otrok, Rabeb Mizouni, Shakti Singh, Francis Betene, Jean-Pierre Giacalone
2022 J jnl
A Context-Aware Blockchain-Based Crowdsourcing Framework: Open Challenges and Opportunities.
IEEE Access
Maha Kadadha, Shakti Singh, Rabeb Mizouni, Hadi Otrok
2022 J jnl
A Stable Matching Game for V2V Energy Sharing-A User Satisfaction Framework.
IEEE Trans. Intell. Transp. Syst.
Mohammed Shurrab, Shakti Singh, Hadi Otrok, Rabeb Mizouni, Vinod Khadkikar, Hatem H. Zeineldin
2022 J jnl
A V2V charging allocation protocol for electric vehicles in VANET.
Veh. Commun.
Huda Abualola, Hadi Otrok, Rabeb Mizouni, Shakti Singh
2022 J jnl
An Efficient Vehicle-to-Vehicle (V2V) Energy Sharing Framework.
IEEE Internet Things J.
Mohammed Shurrab, Shakti Singh, Hadi Otrok, Rabeb Mizouni, Vinod Khadkikar, Hatem H. Zeineldin
2022 J jnl
Direct Electric Vehicle to Vehicle (V2V) Power Transfer Using On-Board Drivetrain and Motor Windings.
IEEE Trans. Ind. Electron.
Baktharahalli Shantaveerappa Umesh, Vinod Khadkikar, Hatem H. Zeineldin, Shakti Singh, Hadi Otrok, Rabeb Mizouni
2022 J jnl
IoT Sensor Selection for Target Localization: A Reinforcement Learning based Approach.
Ad Hoc Networks
Mohammed Shurrab, Shakti Singh, Rabeb Mizouni, Hadi Otrok
2022 C conf
Level Enhancement in Switched Capacitors based Multilevel Inverter using Level Doubling Network.
IECON
Ritika Agarwal, Anekant Jain, Krishna Kumar Gupta, Shakti Singh
2022 J jnl
Machine Learning in Mobile Crowd Sourcing: A Behavior-Based Recruitment Model.
ACM Trans. Internet Techn.
Menatalla Abououf, Shakti Singh, Hadi Otrok, Rabeb Mizouni, Ernesto Damiani
2022 J jnl
On-chain behavior prediction Machine Learning model for blockchain-based crowdsourcing.
Future Gener. Comput. Syst.
Maha Kadadha, Hadi Otrok, Rabeb Mizouni, Shakti Singh, Anis Ouali
2022 B conf
PackChain: Toward a Blockchain-based Management Platform for Last-mile Delivery.
IWCMC
Soufiane El Moudaa, Youssef Ibrahim, Maha Kadadha, Rabeb Mizouni, Hadi Otrok, Shakti Singh
2022 J jnl
Self-Supervised Online and Lightweight Anomaly and Event Detection for IoT Devices.
IEEE Internet Things J.
Menatalla Abououf, Rabeb Mizouni, Shakti Singh, Hadi Otrok, Ernesto Damiani
2022 J jnl
Smart-3DM: Data-driven decision making using smart edge computing in hetero-crowdsensing environment.
Future Gener. Comput. Syst.
Hanane Lamaazi, Rabeb Mizouni, Hadi Otrok, Shakti Singh, Ernesto Damiani
2022 J jnl
Target localization using Multi-Agent Deep Reinforcement Learning with Proximal Policy Optimization.
Future Gener. Comput. Syst.
Ahmed Alagha, Shakti Singh, Rabeb Mizouni, Jamal Bentahar, Hadi Otrok
2022 J jnl
Trust-3DM: Trustworthiness-Based Data-Driven Decision-Making Framework Using Smart Edge Computing for Continuous Sensing.
IEEE Access
Hanane Lamaazi, Rabeb Mizouni, Hadi Otrok, Shakti Singh, Ernesto Damiani
2021 J jnl
How Artificial Intelligence and Mobile Crowd Sourcing are Inextricably Intertwined.
IEEE Netw.
Menatalla Abououf, Hadi Otrok, Rabeb Mizouni, Shakti Singh, Ernesto Damiani
2021 J jnl
SDRS: A stable data-based recruitment system in IoT crowdsensing for localization tasks.
J. Netw. Comput. Appl.
Ahmed Alagha, Rabeb Mizouni, Shakti Singh, Hadi Otrok, Anis Ouali
2021 J jnl
Two-sided preferences task matching mechanisms for blockchain-based crowdsourcing.
J. Netw. Comput. Appl.
Maha Kadadha, Hadi Otrok, Shakti Singh, Rabeb Mizouni, Anis Ouali
2020 J jnl
A Misbehaving-Proof Game Theoretical Selection Approach for Mobile Crowd Sourcing.
IEEE Access
Menatalla Abououf, Hadi Otrok, Shakti Singh, Rabeb Mizouni, Anis Ouali
2020 J jnl
A Mobile Edge-Based CrowdSensing Framework for Heterogeneous IoT.
IEEE Access
Hanane Lamaazi, Rabeb Mizouni, Shakti Singh, Hadi Otrok
2020 J jnl
RFLS - Resilient Fault-proof Localization System in IoT and Crowd-based Sensing Applications.
J. Netw. Comput. Appl.
Ahmed Alagha, Shakti Singh, Hadi Otrok, Rabeb Mizouni
2020 J jnl
SenseChain: A blockchain-based crowdsensing framework for multiple requesters and multiple workers.
Future Gener. Comput. Syst.
Maha Kadadha, Hadi Otrok, Rabeb Mizouni, Shakti Singh, Anis Ouali
2019 J jnl
A greedy-proof incentive-compatible mechanism for group recruitment in mobile crowd sensing.
Future Gener. Comput. Syst.
Ahmed Talal Suliman, Hadi Otrok, Rabeb Mizouni, Shakti Singh, Anis Ouali
2019 J jnl
Data-Driven Dynamic Active Node Selection for Event Localization in IoT Applications - A Case Study of Radiation Localization.
IEEE Access
Ahmed Alagha, Shakti Singh, Rabeb Mizouni, Anis Ouali, Hadi Otrok
2019 J jnl
Gale-Shapley Matching Game Selection - A Framework for User Satisfaction.
IEEE Access
Menatalla Abououf, Shakti Singh, Hadi Otrok, Rabeb Mizouni, Anis Ouali
2019 B conf
Impact of Misbehaving Devices in Mobile Crowd Sourcing Systems.
SERVICES
Menatalla Abououf, Shakti Singh, Rabeb Mizouni, Hadi Otrok
2019 J jnl
Multi-worker multi-task selection framework in mobile crowd sourcing.
J. Netw. Comput. Appl.
Menatalla Abououf, Rabeb Mizouni, Shakti Singh, Hadi Otrok, Anis Ouali
2018 J jnl
A stability-based group recruitment system for continuous mobile crowd sensing.
Comput. Commun.
Rana Azzam, Rabeb Mizouni, Hadi Otrok, Shakti Singh, Anis Ouali
2016 — conf
Design and analysis of SRAM cell in 4H-SiC.
MWSCAS
Hazem Elgabra, Aamenah Siddiqui, Shakti Singh
2016 J jnl
GRS: A Group-Based Recruitment System for Mobile Crowd Sensing.
J. Netw. Comput. Appl.
Rana Azzam, Rabeb Mizouni, Hadi Otrok, Anis Ouali, Shakti Singh
2016 — conf
Surface passivation method for optimum performance of 4H-SiC devices.
MWSCAS
Amna Siddiqui, Hazem Elgabra, Shakti Singh
2013 — conf
Energy efficient system-on-chip architecture for non-invasive mobile monitoring of diabetics.
DTIS
Mohammad Alhawari, Ahsan Khandoker, Baker Mohammad, Hani Saleh, Kinda Khalaf, Mahmoud Al-Qutayri, Murat Kaya Yapici, Shakti Singh, Mohammed Ismail
2013 — conf
High performance 4H-SiC emitter coupled logic circuits.
ICECS
Hazem Elgabra, Shakti Singh
2013 — conf
High performance 4H-SiC emitter coupled logic circuits.
ICECS
Shakti Singh, Nourhan El Sayed, Hazem Elgabra, Tamador El Boshra, Maisam Wahbah, Mariam Al Zaabi