Analysis of agriculture data using data mining techniques: application of big data. - Jharna Majumdar; Sneha Naraseeyappa; Shilpa Ankalaki (J. Big Data, 2017)

Design and Implementation of Neural Network Based Non Linear Control System (LQR) for Target Tracking Mobile Robots. - Shilpa Ankalaki; Sudip Chandra Gupta; B. Prassanna Prasath; Jharna Majumdar (ICACCI, 2018)

Simple to Complex, Single to Concurrent Sensor-Based Human Activity Recognition: Perception and Open Challenges. - Shilpa Ankalaki (IEEE Access, 2024)

A Deep Learning Approach for Malnutrition Detection. - Shilpa Ankalaki; Vidyadevi G. Biradar; Kishore Kumar Naik P; Geetabai S. Hukkeri (Int. J. Online Biomed. Eng., 2024)

Optimized Convolutional Neural Network Using Hierarchical Particle Swarm Optimization for Sensor Based Human Activity Recognition. - Shilpa Ankalaki; M. N. Thippeswamy 001 (SN Comput. Sci., 2024)

A novel optimized parametric hyperbolic tangent swish activation function for 1D-CNN: application of sensor-based human activity recognition and anomaly detection. - Shilpa Ankalaki; M. N. Thippeswamy 001 (Multim. Tools Appl., 2024)

Cyber Attack Prediction: From Traditional Machine Learning to Generative Artificial Intelligence. - Shilpa Ankalaki; Aparna Rajesh Atmakuri; M. Pallavi; Geetabai S. Hukkeri; Tony Jan; Ganesh R. Naik (IEEE Access, 2025)

A Comprehensive Survey on Split-Fed Learning: Methods, Innovations, and Future Directions. - Geetabai S. Hukkeri; R. H. Goudar; Dhananjaya G. M; Vijayalaxmi N. Rathod; Shilpa Ankalaki (IEEE Access, 2025)