J. Amutha

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 8

Top Topics

Principal Components

Wireless Sensor Networks

Machine Learning

Hybrid Optimization Algorithm

Top Venues

Wirel. Pers. Commun.

Expert Syst. Appl.

Publications

Abhilash Singh, Jaiprakash Nagar, J. Amutha, Sandeep Sharma
P2CA-GAM-ID: Coupling of probabilistic principal components analysis with generalised additive model to predict the k-barriers for intrusion detection. Eng. Appl. Artif. Intell. 126 (Part D) (2023)
Abhilash Singh, J. Amutha, Jaiprakash Nagar, Sandeep Sharma
A deep learning approach to predict the number of k-barriers for intrusion detection over a circular region using wireless sensor networks. Expert Syst. Appl. 211 (2023)
J. Amutha, Sandeep Sharma, Sanjay Kumar Sharma
An energy efficient cluster based hybrid optimization algorithm with static sink and mobile sink node for Wireless Sensor Networks. Expert Syst. Appl. 203 (2022)
Abhilash Singh, J. Amutha, Jaiprakash Nagar, Sandeep Sharma
A deep learning approach to predict the number of k-barriers for intrusion detection over a circular region using wireless sensor networks. CoRR (2022)
Abhilash Singh, J. Amutha, Jaiprakash Nagar, Sandeep Sharma, Cheng-Chi Lee
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. Sensors 22 (3) (2022)
J. Amutha, Jaiprakash Nagar, Sandeep Sharma
A Distributed Border Surveillance (DBS) System for Rectangular and Circular Region of Interest with Wireless Sensor Networks in Shadowed Environments. Wirel. Pers. Commun. 117 (3) (2021)
J. Amutha, Sandeep Sharma, Sanjay Kumar Sharma
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. Comput. Sci. Rev. 40 (2021)
J. Amutha, Sandeep Sharma, Jaiprakash Nagar
WSN Strategies Based on Sensors, Deployment, Sensing Models, Coverage and Energy Efficiency: Review, Approaches and Open Issues. Wirel. Pers. Commun. 111 (2) (2020)