A Machine Learning Approach to Predict the Average Localization Error With Applications to Wireless Sensor Networks. - Abhilash Singh; Vaibhav Kotiyal; Sandeep Sharma 001; Jaiprakash Nagar; Cheng-Chi Lee (IEEE Access, 2020)

Connectivity analysis of finite wireless multihop networks incorporating boundary effects in shadowing environments. - Jaiprakash Nagar; Sanjay Kumar Chaturvedi; Sieteng Soh (IET Commun., 2020)

An analytical model to estimate the performance metrics of a finite multihop network deployed in a rectangular region. - Jaiprakash Nagar; Sanjay K. Chaturvedi; Sieteng Soh (J. Netw. Comput. Appl., 2020)

WSN Strategies Based on Sensors, Deployment, Sensing Models, Coverage and Energy Efficiency: Review, Approaches and Open Issues. - J. Amutha; Sandeep Sharma 001; Jaiprakash Nagar (Wirel. Pers. Commun., 2020)

Intrusion Detection in Mobile Sensor Networks: A Case Study for Different Intrusion Paths. - Sandeep Sharma 001; Jaiprakash Nagar (Wirel. Pers. Commun., 2020)

A Gaussian process regression approach to predict the k-barrier coverage probability for intrusion detection in wireless sensor networks. - Abhilash Singh; Jaiprakash Nagar; Sandeep Sharma 001; Vaibhav Kotiyal (Expert Syst. Appl., 2021)

ECS-NL: An Enhanced Cuckoo Search Algorithm for Node Localisation in Wireless Sensor Networks. - Vaibhav Kotiyal; Abhilash Singh; Sandeep Sharma 001; Jaiprakash Nagar; Cheng-Chi Lee (Sensors, 2021)

A Distributed Border Surveillance (DBS) System for Rectangular and Circular Region of Interest with Wireless Sensor Networks in Shadowed Environments. - J. Amutha; Jaiprakash Nagar; Sandeep Sharma 001 (Wirel. Pers. Commun., 2021)

An analytical framework with border effects to estimate the connectivity performance of finite multihop networks in shadowing environments. - Jaiprakash Nagar; Sanjay Kumar Chaturvedi; Sieteng Soh (Clust. Comput., 2022)

LT-FS-ID: Log-Transformed Feature Learning and Feature-Scaling-Based Machine Learning Algorithms to Predict the k-Barriers for Intrusion Detection Using Wireless Sensor Network. - Abhilash Singh; J. Amutha; Jaiprakash Nagar; Sandeep Sharma 001; Cheng-Chi Lee (Sensors, 2022)

A deep learning approach to predict the number of k-barriers for intrusion detection over a circular region using wireless sensor networks. - Abhilash Singh; J. Amutha; Jaiprakash Nagar; Sandeep Sharma 001 (Expert Syst. Appl., 2023)

Average Localization Error (ALE) in sensor node localization process in WSNs. - Abhilash Singh; Vaibhav Kotiyal; Sandeep Sharma 001; Jaiprakash Nagar; Cheng-Chi Lee (UCI Machine Learning Repository, 2023)

A machine learning approach to predict the k-coverage probability of wireless multihop networks considering boundary and shadowing effects. - Jaiprakash Nagar; Sanjay Kumar Chaturvedi; Sieteng Soh; Abhilash Singh (Expert Syst. Appl., 2023)

P2CA-GAM-ID: Coupling of probabilistic principal components analysis with generalised additive model to predict the k-barriers for intrusion detection. - Abhilash Singh; Jaiprakash Nagar; J. Amutha; Sandeep Sharma 001 (Eng. Appl. Artif. Intell., 2023)

F-TLBO-ID: Fuzzy fed teaching learning based optimisation algorithm to predict the number of k-barriers for intrusion detection. - Abhilash Singh; Seyed Muhammad Hossein Mousavi; Jaiprakash Nagar (Appl. Soft Comput., 2024)

Information Entropy-Based Scheduling for Communication-Efficient Decentralized Learning. - Jaiprakash Nagar; Zheng Chen 002; Marios Kountouris; Photios A. Stavrou (CoRR, 2025)