Gravitational search-based optimal deep neural network for occluded face recognition system in videos. - C. P. Shirley; N. R. Ram Mohan; B. Chitra (Multidimens. Syst. Signal Process., 2021)

IoT device type identification using training deep quantum neural networks optimized with a chimp optimization algorithm for enhancing IoT security. - C. P. Shirley; Jaydip Kumar; Kantilal Pitambar Rane; Narendra Kumar; Deevi Radha Rani; Kuntamukkula Harshitha; Mohit Tiwari (J. High Speed Networks, 2024)

Recognition and monitoring of gas leakage using infrared imaging technique with machine learning. - C. P. Shirley; Immanuel John Raja Jebadurai; S. V. Evangelin Sonia; I. Titus (Multim. Tools Appl., 2024)

Optimized attention-induced multihead convolutional neural network with efficientnetv2-fostered melanoma classification using dermoscopic images. - M. Maheswari; Mohamed Uvaze Ahamed Ayoobkhan; C. P. Shirley; T. R. Vijaya Lakshmi (Medical Biol. Eng. Comput., 2024)

Automatic visualization of gas leakage in the domestic sector using spacial and temporal models with image processing techniques. - Immanuel John Raja Jebadurai; S. V. Evangelin Sonia; C. P. Shirley; I. Titus (Signal Image Video Process., 2024)

Brain tumor segmentation using optimized depth wise separable convolutional neural network with dense U-Net. - K. G. Revathi; C. P. Shirley; S. Sreethar; Ezhilarasi P (Knowl. Based Syst., 2025)

Automatic modulation classification scheme for next-generation cellular networks using optimized adaptive multi-scale dual attention network. - Dinesh G; W. Deva Priya; C. P. Shirley; T. Vignesh (Peer Peer Netw. Appl., 2025)