The Duo of Artificial Intelligence and Big Data for Industry 4.0: Review of Applications, Techniques, Challenges, and Future Research Directions. - Senthil Kumar Jagatheesaperumal; Mohamed Rahouti; Kashif Ahmad; Ala I. Al-Fuqaha; Mohsen Guizani (CoRR, 2021)

Incremental Learning Implementations and Vision for Cyber Risk Detection in IoT. - Mohamed Rahouti; Moussa Ayyash; Senthil Kumar Jagatheesaperumal; Diogo Oliveira (IEEE Internet Things Mag., 2021)

SDN Security Review: Threat Taxonomy, Implications, and Open Challenges. - Mohamed Rahouti; Kaiqi Xiong; Yufeng Xin; Senthil Kumar Jagatheesaperumal; Moussa Ayyash; Maliha Shaheed (IEEE Access, 2022)

A holistic survey on the use of emerging technologies to provision secure healthcare solutions. - Senthil Kumar Jagatheesaperumal; Preeti Mishra; Nour Moustafa; Rahul Chauhan (Comput. Electr. Eng., 2022)

The Duo of Artificial Intelligence and Big Data for Industry 4.0: Applications, Techniques, Challenges, and Future Research Directions. - Senthil Kumar Jagatheesaperumal; Mohamed Rahouti; Kashif Ahmad; Ala I. Al-Fuqaha; Mohsen Guizani (IEEE Internet Things J., 2022)

Building Digital Twins of Cyber Physical Systems With Metaverse for Industry 5.0 and Beyond. - Senthil Kumar Jagatheesaperumal; Mohamed Rahouti (IT Prof., 2022)

Explainable AI Over the Internet of Things (IoT): Overview, State-of-the-Art and Future Directions. - Senthil Kumar Jagatheesaperumal; Quoc-Viet Pham; Rukhsana Ruby; Zhaohui Yang 001; Chunmei Xu; Zhaoyang Zhang 001 (IEEE Open J. Commun. Soc., 2022)

Mammogram Image Enhancement Techniques for Online Breast Cancer Detection and Diagnosis. - Daniel Santos da Silva; Caio dos Santos Nascimento; Senthil Kumar Jagatheesaperumal; Victor Hugo C. de Albuquerque (Sensors, 2022)

Psychological Information Sharing Using Ethereum Blockchain and Smart Contracts. - Xirong Cao; Mohamed Rahouti; Senthil Kumar Jagatheesaperumal; Kaiqi Xiong (BCCA, 2023)

Spatio-Temporal dependency preserving Cognitive-assisted Continuous Chinese Sign Language Recognition. - Priyanka Ganesan; Senthil Kumar Jagatheesaperumal; Silvia Gaftandzhieva; Rositsa Doneva (CompSysTech, 2023)

Explainable Artificial Intelligence for Drug Discovery and Development - A Comprehensive Survey. - Roohallah Alizadehsani; Sadiq Hussain; Rene Ripardo Calixto; Victor Hugo C. de Albuquerque; Mohamad Roshanzamir; Mohamed Rahouti; Senthil Kumar Jagatheesaperumal (CoRR, 2023)

Blockchain-Based Security Architecture for Unmanned Aerial Vehicles in B5G/6G Services and Beyond: A Comprehensive Approach. - Senthil Kumar Jagatheesaperumal; Mohamed Rahouti; Kaiqi Xiong; Abdellah Chehri; Nasir Ghani; Jan Bieniek (CoRR, 2023)

Revolutionizing Emergency Response: The Transformative Power of Smart Wearables Through Blockchain, Federated Learning, and Beyond 5G/6G Services. - Priyanka Ganesan; Senthil Kumar Jagatheesaperumal (IT Prof., 2023)

A Decentralized Cooperative Navigation Approach for Visual Homing Networks. - Mohamed Rahouti; Damian M. Lyons; Senthil Kumar Jagatheesaperumal; Kaiqi Xiong (IT Prof., 2023)

Computer-Aided Ankle Ligament Injury Diagnosis from Magnetic Resonance Images Using Machine Learning Techniques. - Rodrigo S. Astolfi; Daniel Santos da Silva; Ingrid S. Guedes; Caio dos Santos Nascimento; Robertas Damasevicius; Senthil Kumar Jagatheesaperumal; Victor Hugo C. de Albuquerque; José Alberto D. Leite (Sensors, 2023)

Security enhancement in cellular networks employing D2D friendly jammer for V2V communication. - Senthil Kumar Jagatheesaperumal; Akhil Gupta; Sudeep Tanwar; Neeraj Kumar 001; Sedat Akleylek (Clust. Comput., 2023)

EdgeFireSmoke++: A novel lightweight algorithm for real-time forest fire detection and visualization using internet of things-human machine interface. - Jefferson S. Almeida; Senthil Kumar Jagatheesaperumal; Fabricio Gonzalez Nogueira; Victor Hugo C. de Albuquerque (Expert Syst. Appl., 2023)

Semantic-Aware Digital Twin for Metaverse: A Comprehensive Review. - Senthil Kumar Jagatheesaperumal; Zhaohui Yang 001; Qianqian Yang 002; Chongwen Huang; Wei Xu 001; Mohammad Shikh-Bahaei; Zhaoyang Zhang 001 (IEEE Wirel. Commun., 2023)

An intelligent wearable embedded architecture for stress detection and psychological behavior monitoring using heart rate variability. - Patnala S. R. Chandra Murty; Chinta Anuradha; P. Appala Naidu; C. Balaswamy; Rajeswaran Nagalingam; Senthil Kumar Jagatheesaperumal; Muruganantham Ponnusamy (J. Intell. Fuzzy Syst., 2023)

Explainable Artificial Intelligence for Drug Discovery and Development: A Comprehensive Survey. - Roohallah Alizadehsani; Solomon Sunday Oyelere; Sadiq Hussain; Senthil Kumar Jagatheesaperumal; Rene Ripardo Calixto; Mohamed Rahouti; Mohamad Roshanzamir; Victor Hugo C. de Albuquerque (IEEE Access, 2024)

Deep Learning-Based Interactive Dashboard for Enhancing Online Classroom Experience Through Student Emotion Analysis. - Priyanka Ganesan; Senthil Kumar Jagatheesaperumal; I. Gobhinath; Vishnu Venkatraman; Silvia Gaftandzhieva; Rositsa Doneva (IEEE Access, 2024)

Comparison Between State-of-the-Art Color Local Binary Pattern-Based Descriptors for Image Retrieval. - Mahmood Sotoodeh; Ali Kohan; Mohamad Roshanzamir; Senthil Kumar Jagatheesaperumal; Mohammad Reza Chalak Qazani; Javad Hassannataj Joloudari; Roohallah Alizadehsani; Pawel Plawiak (IEEE Access, 2024)

Accelerated Multi-objective Task Learning using Modified Q-learning Algorithm. - Varun Prakash Rajamohan; Senthil Kumar Jagatheesaperumal (CoRR, 2024)

Social Media Informatics for Sustainable Cities and Societies: An Overview of the Applications, associated Challenges, and Potential Solutions. - Jebran Khan; Kashif Ahmad; Senthil Kumar Jagatheesaperumal; Nasir Ahmad; Kyung-Ah Sohn (CoRR, 2024)

Advancements in Machine Learning and Deep Learning for Early Detection and Management of Mental Health Disorder. - Kamala Devi Kannan; Senthil Kumar Jagatheesaperumal; Rajesh N. V. P. S. Kandala; Mojtaba Lotfaliany; Roohallah Alizadehsani; Mohammadreza Mohebbi (CoRR, 2024)

Accelerated multi-objective task learning using modified Q-learning algorithm. - Varun Prakash Rajamohan; Senthil Kumar Jagatheesaperumal (Int. J. Ad Hoc Ubiquitous Comput., 2024)

Few-shot image classification using graph neural network with fine-grained feature descriptors. - Priyanka Ganesan; Senthil Kumar Jagatheesaperumal; Mohammad Mehedi Hassan; Francesco Pupo; Giancarlo Fortino (Neurocomputing, 2024)

MetaDigiHuman: Haptic Interfaces for Digital Humans in the Metaverse. - Senthil Kumar Jagatheesaperumal; Praveen Sathikumar; Harikrishnan Rajan (IT Prof., 2024)

Communications Security in Industry X: A Survey. - Ijaz Ahmad 001; Felipe Rodriguez; Tanesh Kumar; Jani Suomalainen; Senthil Kumar Jagatheesaperumal; Stefan Walter; Muhammad Zeeshan Asghar; Gaolei Li; Nikolaos Papakonstantinou; Mika Ylianttila; Jyrki Huusko; Thilo Sauter; et al. (IEEE Open J. Commun. Soc., 2024)

Advancing Education Through Extended Reality and Internet of Everything Enabled Metaverses: Applications, Challenges, and Open Issues. - Senthil Kumar Jagatheesaperumal; Kashif Ahmad; Ala I. Al-Fuqaha; Junaid Qadir 001 (IEEE Trans. Learn. Technol., 2024)

IoT-AI/Machine Learning Experimental Testbeds: The Missing Piece. - Nordine Quadar; Mohamed Rahouti; Moussa Ayyash; Senthil Kumar Jagatheesaperumal; Abdellah Chehri (IEEE Internet Things Mag., 2024)

Assured and Provable Data Expuncturing in cloud using Ciphertext Policy-Attribute Based Encryption (CP-ABE). - Abinaya P; Senthil Kumar Jagatheesaperumal (Cybern. Syst., 2024)

Deep learning for personalized health monitoring and prediction: A review. - Robertas Damasevicius; Senthil Kumar Jagatheesaperumal; Rajesh N. V. P. S. Kandala; Sadiq Hussain; Roohallah Alizadehsani; Juan Manuel Górriz (Comput. Intell., 2024)

A Cognitive Medical Decision Support System for IoT-Based Human-Computer Interface in Pervasive Computing Environment. - Haosong Gou; Gaoyi Zhang; Elias P. Medeiros; Senthil Kumar Jagatheesaperumal; Victor Hugo C. de Albuquerque (Cogn. Comput., 2024)

The Duo of Visual Servoing and Deep Learning-Based Methods for Situation-Aware Disaster Management: A Comprehensive Review. - Senthil Kumar Jagatheesaperumal; Mohammad Mehedi Hassan; Md. Rafiul Hassan; Giancarlo Fortino (Cogn. Comput., 2024)

Enabling Trustworthy Federated Learning in Industrial IoT: Bridging the Gap Between Interpretability and Robustness. - Senthil Kumar Jagatheesaperumal; Mohamed Rahouti; Ali Alfatemi; Nasir Ghani; Vu Khanh Quy; Abdellah Chehri (IEEE Internet Things Mag., 2024)

AutoML-based EEG signal analysis in neuro-marketing classification using biclustering method. - Tiezhu Zhao; Francisco Nauber Bernardo Gois; João Alexandre Lôbo Marques; Bruno Riccelli Dos Santos Silva; Paulo Cortez 002; Senthil Kumar Jagatheesaperumal; Victor Hugo C. de Albuquerque (Appl. Soft Comput., 2025)

Fatigue monitoring using wearables and AI: Trends, challenges, and future opportunities. - Kourosh Kakhi; Senthil Kumar Jagatheesaperumal; Abbas Khosravi; Roohallah Alizadehsani; U. Rajendra Acharya (Comput. Biol. Medicine, 2025)

Reinforcement learning-based adaptive deep brain stimulation computational model for the treatment of tremor in Parkinson's disease. - Tiezhu Zhao; Bruno Faustino; Senthil Kumar Jagatheesaperumal; Flávia de Paiva Santos Rolim; Victor Hugo C. de Albuquerque (Expert Syst. Appl., 2025)

Energy efficient metaheuristic cluster-based routing protocol for underwater sensor networks. - J. Maheswari; Senthil Kumar Jagatheesaperumal (Intell. Data Anal., 2025)

Accelerated task learning using Q-learning with reduced state space and reward with bootstrapping effect. - Varun Prakash Rajamohan; Senthil Kumar Jagatheesaperumal (Inf. Technol. Control., 2025)

Deep learning frameworks for cognitive radio networks: Review and open research challenges. - Senthil Kumar Jagatheesaperumal; Ijaz Ahmad 001; Marko Höyhtyä; Suleman Khan 003; Andrei V. Gurtov (J. Netw. Comput. Appl., 2025)

Blockchain-Based Security Architecture for Uncrewed Aerial Systems in B5G/6G Services and Beyond: A Comprehensive Approach. - Senthil Kumar Jagatheesaperumal; Mohamed Rahouti; Abdellah Chehri; Kaiqi Xiong; Jan Bieniek (IEEE Open J. Commun. Soc., 2025)

Foreign object debris detection in lane images using deep learning methodology. - Priyadharsini S.; Bhuvaneshwara Raja K.; Kousi Krishnan T.; Senthil Kumar Jagatheesaperumal; Bader Fahad Alkhamees; Mohammad Mehedi Hassan (PeerJ Comput. Sci., 2025)

Applications of Generative AI (GAI) for Mobile and Wireless Networking: A Survey. - Thai-Hoc Vu; Senthil Kumar Jagatheesaperumal; Minh-Duong Nguyen; Nguyen Van Huynh; Sunghwan Kim 001; Quoc-Viet Pham (IEEE Internet Things J., 2025)

Textual variations in social media text processing applications: challenges, solutions, and trends. - Jebran Khan; Kashif Ahmad; Senthil Kumar Jagatheesaperumal; Kyung-Ah Sohn (Artif. Intell. Rev., 2025)

Decentralized and Dynamic Self-Sovereign Identity and Attribute-Based Access Control System for Privacy Management. - Abinaya Pandiyarajan; Senthil Kumar Jagatheesaperumal; Mohamed Rahouti; Abdellah Chehri; Abdelatif Hafid (IEEE Internet Things Mag., 2025)

Visual Semantics in Metaverse and Web 3.0: Integrated Learning and Communication. - Senthil Kumar Jagatheesaperumal; Yuanhao Cui; Sijie Ji; Zhaohui Yang 001; Jiawen Kang 001; Zhaoyang Zhang 001 (IEEE Commun. Mag., 2025)

Online Network DoS/DDoS Detection: Sampling, Change Point Detection, and Machine Learning Methods. - Evans Owusu; Mohamed Rahouti; Senthil Kumar Jagatheesaperumal; Kaiqi Xiong; Yufeng Xin; Lu Lu 007; D. Frank Hsu (IEEE Commun. Surv. Tutorials, 2025)

Educational data mining: a 10-year review. - Emi Kalita; Solomon Sunday Oyelere; Silvia Gaftandzhieva; Kandala N. V. P. S. Rajesh; Senthil Kumar Jagatheesaperumal; Asmaa Mohamed; Yomna M. Elbarawy; Abeer S. Desuky; Sadiq Hussain; Mehmet Akif Cifci; Paraskevi Theodorou; Slavoljub Hilcenko; et al. (Discov. Comput., 2025)