Deep Learning-Based Medical Image Classification Segmented with Particle Swarm Optimization Technique. - Soni Singh; Pankaj Kumar Jain; Neeraj Sharma; Mausumi Pohit (OCIT, 2023)

Pandemic outbreak prediction with an enhanced parameter optimisation algorithm using machine learning models. - Soni Singh; K. R. Ramkumar; Ashima Kukkar (Int. J. Electron. Secur. Digit. Forensics, 2023)

Machine learning approach for data analysis and predicting coronavirus using COVID-19 India dataset. - Soni Singh; K. R. Ramkumar; Ashima Kukkar (Int. J. Bus. Intell. Data Min., 2024)

Security of internet of things based on cryptographic algorithm. - Sonam Mittal; Soni Singh; D. Balakumaran; K. Hemalatha (Int. J. Electron. Secur. Digit. Forensics, 2024)

Deep adaptive CHIONet: designing novel herd immunity prediction of COVID-19 pandemic using hybrid RNN with LSTM. - Soni Singh; K. R. Ramkumar; Ashima Kukkar (Multim. Tools Appl., 2024)