Shakti Singh

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 59

Top Topics

Reinforcement Learning

Source Localization

Top Venues

J. Netw. Comput. Appl.

Future Gener. Comput. Syst.

IEEE Internet Things J.

Publications

Menatalla Abououf, Shakti Singh, Rabeb Mizouni, Hadi Otrok
Explainable AI for Event and Anomaly Detection and Classification in Healthcare Monitoring Systems. IEEE Internet Things J. 11 (2) (2024)
Mohammed Shurrab, Dunia Amin J. Mahboobeh, Rabeb Mizouni, Shakti Singh, Hadi Otrok
Overcoming cold start and sensor bias: A deep learning-based framework for IoT-enabled monitoring applications. J. Netw. Comput. Appl. 222 (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)
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)
Shahmir Khan Mohammed, Shakti Singh, Rabeb Mizouni, Hadi Otrok
TRACE: Transformer-based continuous tracking framework using IoT and MCS. J. Netw. Comput. Appl. 222 (2024)
Shakti Singh, Rahul Shrestha
Ultra-Low Sensing-Time and Hardware-Efficient Spectrum Sensor for Data Fusion-Based Cooperative Cognitive-Radio Network. IEEE Trans. Consumer Electron. 70 (1) (2024)
Youssef Ibrahim, Rabeb Mizouni, Hadi Otrok, Shakti Singh, Vinod Khadkikar, Hatem H. Zeineldin
Blockchain based crowdsourcing framework for Vehicle-to-Vehicle charging. J. Netw. Comput. Appl. 226 (2024)
Ahmed Alagha, Hadi Otrok, Shakti Singh, Rabeb Mizouni, Jamal Bentahar
Blockchain-based crowdsourced deep reinforcement learning as a service. Inf. Sci. 679 (2024)
Feruz K. Elmay, Maha Kadadha, Rabeb Mizouni, Shakti Singh, Hadi Otrok, Azzam Mourad
Digital twins and dynamic NFTs for blockchain-based crowdsourced last-mile delivery. Inf. Process. Manag. 61 (4) (2024)
Nada Elsokkary, Shakti Singh, Rabeb Mizouni, Hadi Otrok, Hassan R. Barada
Collaborative Crowdsourced Vehicles for Last-Mile Delivery Application Using Hedonic Cooperative Games. IEEE Access 12 (2024)
Shakti Singh, Rahul Shrestha
A New Hardware-Efficient and Low Sensing-Time Cooperative Spectrum-Sensor for High-Throughput Cognitive-Radio Network. IEEE Trans. Circuits Syst. I Regul. Pap. 71 (1) (2024)
Obadah Habash, Shakti Singh, Rabeb Mizouni, Hadi Otrok
Multiple Source Localization in IoT: A Conditional GAN and Image-Processing-Based Framework. IEEE Internet Things J. 11 (4) (2024)
Maha Kadadha, Rabeb Mizouni, Shakti Singh, Hadi Otrok, Azzam Mourad
Crowdsourced vehicles and UAVs for last-mile delivery application using blockchain-hosted matching mechanism. Veh. Commun. 47 (2024)
Ahmed Alagha, Shakti Singh, Hadi Otrok, Rabeb Mizouni
Influence- and Interest-Based Worker Recruitment in Crowdsourcing Using Online Social Networks. IEEE Trans. Netw. Serv. Manag. 20 (2) (2023)
Ahmad Hammoud, Rabeb Mizouni, Hadi Otrok, Shakti Singh, Azzam Mourad, Zbigniew Dziong
A Blockchain-Based Hedonic Game Scheme for Reputable Fog Federations. IEEE Trans. Serv. Comput. 16 (6) (2023)
Ritika Agarwal, Krishna Kumar Gupta, Shakti Singh
A double boost 9-level switched capacitor-based multilevel inverter for photovoltaic applications. Int. J. Circuit Theory Appl. 51 (7) (2023)
Nada Elsokkary, Hadi Otrok, Shakti Singh, Rabeb Mizouni, Hassan R. Barada, Mohammed Omar
Crowdsourced last mile delivery: Collaborative workforce assignment. Internet Things 22 (2023)
Huda Abualola, Maha Kadadha, Rabeb Mizouni, Shakti Singh, Hadi Otrok, Michael Baddeley, Francis Betene, Jean Pierre Giacalone
QoS-OLSR 2.0: A Quality-of-Service Optimized Link State Routing protocol for Mesh Networks. IWCMC (2023)
Shahmir Khan Mohammed, Shakti Singh, Rabeb Mizouni, Hadi Otrok
A deep learning framework for target localization in error-prone environment. Internet Things 22 (2023)
Mohammed Shurrab, Rabeb Mizouni, Shakti Singh, Hadi Otrok
Reinforcement learning framework for UAV-based target localization applications. Internet Things 23 (2023)
Lana Alhaj Hussain, Shakti Singh, Rabeb Mizouni, Hadi Otrok, Ernesto Damiani
A predictive target tracking framework for IoT using CNN-LSTM. Internet Things 22 (2023)
Ruba Nasser, Zeina Aboulhosn, Rabeb Mizouni, Shakti Singh, Hadi Otrok
A machine learning-based framework for user recruitment in continuous mobile crowdsensing. Ad Hoc Networks 145 (2023)
Maha Kadadha, Rabeb Mizouni, Shakti Singh, Hadi Otrok, Azzam Mourad
Blockchain-based Reputation Management Framework for Crowdsourced Last-mile Delivery. IWCMC (2023)
Yadvendra Singh, Shakti Singh, Pallavee Bhatnagar, Meena Malik, Niraj K. Dewangan, Krishna Kumar Gupta
A Study on Employing Various Tools for Teaching Power Electronics Undergraduate Students. IECON (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)
Huda Abualola, Rabeb Mizouni, Hadi Otrok, Shakti Singh, Hassan R. Barada
A matching game-based crowdsourcing framework for last-mile delivery: Ground-vehicles and Unmanned-Aerial Vehicles. J. Netw. Comput. Appl. 213 (2023)
Mohammed Shurrab, Shakti Singh, Hadi Otrok, Rabeb Mizouni, Vinod Khadkikar, Hatem H. Zeineldin
A Stable Matching Game for V2V Energy Sharing-A User Satisfaction Framework. IEEE Trans. Intell. Transp. Syst. 23 (7) (2022)
Umesh B. S, Vinod Khadkikar, Hatem H. Zeineldin, Shakti Singh, Hadi Otrok, Rabeb Mizouni
Direct Electric Vehicle to Vehicle (V2V) Power Transfer Using On-Board Drivetrain and Motor Windings. IEEE Trans. Ind. Electron. 69 (11) (2022)
Hanane Lamaazi, Rabeb Mizouni, Hadi Otrok, Shakti Singh, Ernesto Damiani
Smart-3DM: Data-driven decision making using smart edge computing in hetero-crowdsensing environment. Future Gener. Comput. Syst. 131 (2022)
Maha Kadadha, Hadi Otrok, Rabeb Mizouni, Shakti Singh, Anis Ouali
On-chain behavior prediction Machine Learning model for blockchain-based crowdsourcing. Future Gener. Comput. Syst. 136 (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)
Menatalla Abououf, Rabeb Mizouni, Shakti Singh, Hadi Otrok, Ernesto Damiani
Self-Supervised Online and Lightweight Anomaly and Event Detection for IoT Devices. IEEE Internet Things J. 9 (24) (2022)
Maha Kadadha, Huda Abualola, Hadi Otrok, Rabeb Mizouni, Shakti Singh, Francis Betene, Jean Pierre Giacalone
A Cluster-based Quality-of-Service Optimized Link State Routing protocol for Mesh Networks. IWCMC (2022)
Ruba Nasser, Rabeb Mizouni, Hadi Otrok, Shakti Singh, Menatalla Abououf, Maha Kadadha
A Biometrics-Based Behavioral Trust Framework for Continuous Mobile Crowd Sensing Recruitment. IEEE Access 10 (2022)
Huda Abualola, Hadi Otrok, Rabeb Mizouni, Shakti Singh
A V2V charging allocation protocol for electric vehicles in VANET. Veh. Commun. 33 (2022)
Hanane Lamaazi, Rabeb Mizouni, Hadi Otrok, Shakti Singh, Ernesto Damiani
Trust-3DM: Trustworthiness-Based Data-Driven Decision-Making Framework Using Smart Edge Computing for Continuous Sensing. IEEE Access 10 (2022)
Ritika Agarwal, Anekant Jain, Krishna Kumar Gupta, Shakti Singh
Level Enhancement in Switched Capacitors based Multilevel Inverter using Level Doubling Network. IECON (2022)
Mohammed Shurrab, Shakti Singh, Rabeb Mizouni, Hadi Otrok
IoT Sensor Selection for Target Localization: A Reinforcement Learning based Approach. Ad Hoc Networks 134 (2022)
Menatalla Abououf, Shakti Singh, Hadi Otrok, Rabeb Mizouni, Ernesto Damiani
Machine Learning in Mobile Crowd Sourcing: A Behavior-Based Recruitment Model. ACM Trans. Internet Techn. 22 (1) (2022)
Mohammed Shurrab, Shakti Singh, Hadi Otrok, Rabeb Mizouni, Vinod Khadkikar, Hatem H. Zeineldin
An Efficient Vehicle-to-Vehicle (V2V) Energy Sharing Framework. IEEE Internet Things J. 9 (7) (2022)
Soufiane El Moudaa, Youssef Ibrahim, Maha Kadadha, Rabeb Mizouni, Hadi Otrok, Shakti Singh
PackChain: Toward a Blockchain-based Management Platform for Last-mile Delivery. IWCMC (2022)
Maha Kadadha, Shakti Singh, Rabeb Mizouni, Hadi Otrok
A Context-Aware Blockchain-Based Crowdsourcing Framework: Open Challenges and Opportunities. IEEE Access 10 (2022)
Menatalla Abououf, Hadi Otrok, Rabeb Mizouni, Shakti Singh, Ernesto Damiani
How Artificial Intelligence and Mobile Crowd Sourcing are Inextricably Intertwined. IEEE Netw. 35 (3) (2021)
Maha Kadadha, Hadi Otrok, Shakti Singh, Rabeb Mizouni, Anis Ouali
Two-sided preferences task matching mechanisms for blockchain-based crowdsourcing. J. Netw. Comput. Appl. 191 (2021)
Ahmed Alagha, Rabeb Mizouni, Shakti Singh, Hadi Otrok, Anis Ouali
SDRS: A stable data-based recruitment system in IoT crowdsensing for localization tasks. J. Netw. Comput. Appl. 177 (2021)
Menatalla Abououf, Hadi Otrok, Shakti Singh, Rabeb Mizouni, Anis Ouali
A Misbehaving-Proof Game Theoretical Selection Approach for Mobile Crowd Sourcing. IEEE Access 8 (2020)
Hanane Lamaazi, Rabeb Mizouni, Shakti Singh, Hadi Otrok
A Mobile Edge-Based CrowdSensing Framework for Heterogeneous IoT. IEEE Access 8 (2020)
Ahmed Alagha, Shakti Singh, Hadi Otrok, Rabeb Mizouni
RFLS - Resilient Fault-proof Localization System in IoT and Crowd-based Sensing Applications. J. Netw. Comput. Appl. 170 (2020)
Maha Kadadha, Rabeb Mizouni, Shakti Singh, Hadi Otrok, Anis Ouali
sourcing. IEEE Access 8 (2020)
Maha Kadadha, Hadi Otrok, Rabeb Mizouni, Shakti Singh, Anis Ouali
SenseChain: A blockchain-based crowdsensing framework for multiple requesters and multiple workers. Future Gener. Comput. Syst. 105 (2020)
Ahmed Alagha, Shakti Singh, Rabeb Mizouni, Anis Ouali, Hadi Otrok
Data-Driven Dynamic Active Node Selection for Event Localization in IoT Applications - A Case Study of Radiation Localization. IEEE Access 7 (2019)
Menatalla Abououf, Shakti Singh, Hadi Otrok, Rabeb Mizouni, Anis Ouali
Gale-Shapley Matching Game Selection - A Framework for User Satisfaction. IEEE Access 7 (2019)
Ahmed Suliman, Hadi Otrok, Rabeb Mizouni, Shakti Singh, Anis Ouali
A greedy-proof incentive-compatible mechanism for group recruitment in mobile crowd sensing. Future Gener. Comput. Syst. 101 (2019)
Menatalla Abououf, Rabeb Mizouni, Shakti Singh, Hadi Otrok, Anis Ouali
Multi-worker multi-task selection framework in mobile crowd sourcing. J. Netw. Comput. Appl. 130 (2019)
Menatalla Abououf, Shakti Singh, Rabeb Mizouni, Hadi Otrok
Impact of Misbehaving Devices in Mobile Crowd Sourcing Systems. SERVICES (2019)
Rana Azzam, Rabeb Mizouni, Hadi Otrok, Shakti Singh, Anis Ouali
A stability-based group recruitment system for continuous mobile crowd sensing. Comput. Commun. 119 (2018)
Hazem Elgabra, Aamenah Siddiqui, Shakti Singh
Design and analysis of SRAM cell in 4H-SiC. MWSCAS (2016)
Amna Siddiqui, Hazem Elgabra, Shakti Singh
Surface passivation method for optimum performance of 4H-SiC devices. MWSCAS (2016)
Rana Azzam, Rabeb Mizouni, Hadi Otrok, Anis Ouali, Shakti Singh
GRS: A Group-Based Recruitment System for Mobile Crowd Sensing. J. Netw. Comput. Appl. 72 (2016)
Shakti Singh, Nourhan El Sayed, Hazem Elgabra, Tamador El Boshra, Maisam Wahbah, Mariam Al Zaabi
High performance 4H-SiC emitter coupled logic circuits. ICECS (2013)
Mohammad Alhawari, Ahsan Khandoker, Baker Mohammad, Hani H. Saleh, Kinda Khalaf, Mahmoud Al-Qutayri, Murat Kaya Yapici, Shakti Singh, Mohammed Ismail
Energy efficient system-on-chip architecture for non-invasive mobile monitoring of diabetics. DTIS (2013)
Hazem Elgabra, Shakti Singh
High performance 4H-SiC emitter coupled logic circuits. ICECS (2013)