Sentiment analysis: a review and comparative analysis over social media. - Nikhil Kumar Singh 003; Deepak Singh Tomar; Arun Kumar Sangaiah (J. Ambient Intell. Humaniz. Comput., 2020)

Optimized resource allocation and trust management schemes for non-orthogonal multiple access on the internet of vehicles. - Nikhil Kumar Singh 003; Rishi Kumar Singh; Deepak Kumar Khare; Himashu Yadav; Pranita Jain; Mohammed Wasim Bhatt (Comput. Electr. Eng., 2022)

Optimizing Deep Learning Model Parameters Using Socially Implemented IoMT Systems for Diabetic Retinopathy Classification Problem. - Ashima Kukkar; Dinesh Gupta; Shehab Mohamed Beram; Mukesh Soni; Nikhil Kumar Singh 003; Ashutosh Sharma; Rahul Neware; Mohammad Shabaz; Ali Rizwan 002 (IEEE Trans. Comput. Soc. Syst., 2023)

IoT-Based Federated Learning Model for Hypertensive Retinopathy Lesions Classification. - Mukesh Soni; Nikhil Kumar Singh 003; Pranjit Das; Mohammad Shabaz; Piyush Kumar Shukla; Partha Sarkar; Shweta Singh; Ismail Keshta; Ali Rizwan 002 (IEEE Trans. Comput. Soc. Syst., 2023)

Multiencoder-based federated intelligent deep learning model for brain tumor segmentation. - Vaibhav Soni; Nikhil Kumar Singh 003; Rishi Kumar Singh; Deepak Singh Tomar (Int. J. Imaging Syst. Technol., 2024)

Self-Attention Mechanism-Based Federated Learning Model for Cross Context Recommendation System. - Nikhil Kumar Singh 003; Deepak Singh Tomar; Mohammad Shabaz; Ismail Keshta; Mukesh Soni; Divya Rishi Sahu; Manisha S. Bhende; Amit Kumar Nandanwar; Gagan Vishwakarma (IEEE Trans. Consumer Electron., 2024)

Federated Learning-Based Energy-Efficient Consumer-Centric Access Strategy for Cell-Free MIMO in 6G Wireless Networks. - Nikhil Kumar Singh 003; Sonal Telang Chandel; Sunhwan Lim; Joohyung Lee 001 (IEEE Trans. Consumer Electron., 2025)

Federated Learning-Based Secure Computing Mechanism for Consumer Internet of Vehicles-Based Transportation Cyber-Physical Systems. - Nikhil Kumar Singh 003; Sakshi Patni; Sunhwan Lim; Joohyung Lee 001 (IEEE Trans. Consumer Electron., 2025)

Deep Learning Model for Interpretability and Explainability of Aspect-Level Sentiment Analysis Based on Social Media. - Nikhil Kumar Singh 003; Sanjay Agal; Thippa Reddy Gadekallu; Mohammad Shabaz; Ismail Keshta; Latika Jindal; Mukesh Soni; Haewon Byeon; Pavitar Parkash Singh (IEEE Trans. Comput. Soc. Syst., 2025)