J. Amutha

WSN Strategies Based on Sensors, Deployment, Sensing Models, Coverage and Energy Efficiency: Review, Approaches and Open Issues

J. Amutha, Sandeep Sharma, Jaiprakash Nagar · Wireless Personal Communications · 2019 · 211 citations

Sensor Networks, Engineering, Wireless Sensor System +10

Strategies based on various aspects of clustering in wireless sensor networks using classical, optimization and machine learning techniques: Review, taxonomy, research findings, challenges and future directions

J. Amutha, Sandeep Sharma · Computer Science Review · 2021 · 148 citations

Cluster Computing, Topology Control, Engineering +12

An energy efficient cluster based hybrid optimization algorithm with static sink and mobile sink node for Wireless Sensor Networks

J. Amutha, Sandeep Sharma · Expert Systems with Applications · 2022 · 77 citations

Cluster Computing, Topology Control, Engineering +9

AutoML-ID: automated machine learning model for intrusion detection using wireless sensor network

Abhilash Singh, J. Amutha, Jaiprakash Nagar et al. · Scientific Reports · 2022 · 65 citations · Full text

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 et al. · Sensors · 2022 · 43 citations · Full text

Log-transformed Feature Learning, Engineering, Machine Learning +17