Energy Efficient Machine Learning Technique for Smart Data Collection in Wireless Sensor Networks. - A. Gnana Soundari; V. L. Jyothi (Circuits Syst. Signal Process., 2020)

Animal Collision Detection in Real Time to Prevent Accident using KNN Classifier in comparison with Stochastic Gradient Descent. - K. Renu Asritha; A. Gnana Soundari (IC3I, 2023)

Categorization and Detection of Sound in Crime Environment using Machine Learning. - D. Sungeetha; Priya Sethuraman; A. Gnana Soundari; R. Dhanalakshmi; M. Amanullah; S. Pushpalatha (ICCCNT, 2024)

Adaptive Marine Predator Optimization Algorithm (AOMA)-Deep Supervised Learning Classification (DSLC) Based IDS Framework for MANET Security. - M. Sahaya Sheela; A. Gnana Soundari; Aditya Mudigonda; C. Kalpana; K. Suresh; K. Somasundaram; Yousef Farhaoui (Intell. Converged Networks, 2024)