Impact of Machine Learning in Music Genre Classification using CNN. - Jorige Venkatesh; Karthik Kannan; M. Ayyadurai; M. G. Sathish (ICCCNT, 2023)

Exploring Data Mining Techniques for Early Autism Detection using Random Forest Algorithm. - M. Ayyadurai; K. Sujatha; R. Deeptha; D. Preethi; M. Dinesh (ICCCNT, 2024)

An improved Dynamic Traffic Routing Protocols for WSNs using Machine learning. - P. R. Jayanthi; M. Prabha; N. Sakthi Saravanan; V. Gunasundari; M. Ayyadurai (ICCCNT, 2024)

Co-operative deep belief fused deep neuro-fuzzy network for water depth-aware content caching model in underwater IoT. - M. Ayyadurai; C. G. Balaji; T. M. Amirthalakshmi; A. K. Gnanasekar (Earth Sci. Informatics, 2025)

A novel workload forecasting model for cloud computing using ALAA-DBN algorithm. - Syed Karimunnisa; Arunkumar Gopu; T. Prabhakara Rao; M. Ayyadurai; ESaravana Kumar (Multim. Tools Appl., 2025)