Ensemble classifier based big data classification with hybrid optimal feature selection. - J. C. Miraclin Joyce Pamila; Ramar Senthamil Selvi; P. Santhi; T. M. Nithya (Adv. Eng. Softw., 2022)

Deep Learning Model for Big Data Classification in Apache Spark Environment. - T. M. Nithya; R. Umanesan; T. Kalavathidevi; C. Selvarathi; A. Kavitha (Intell. Autom. Soft Comput., 2023)

An Efficient PM - Multisampling Image Filtering with Enhanced CNN Architecture for Pneumonia Classfication. - T. M. Nithya; P. Rajesh Kanna; S. Vanithamani; P. Santhi (Biomed. Signal Process. Control., 2023)

Clustering-assisted privacy perseveration model for data mining. - S. Mohana; T. M. Nithya; Sardar Khan Nikkath Bushra; Ramakrishnan Vasanthi; K. S. Guruprakash; Sudha Rajesh (Int. J. Ad Hoc Ubiquitous Comput., 2024)

TB-MFCC multifuse feature for emergency vehicle sound classification using multistacked CNN - Attention BiLSTM. - T. M. Nithya; P. Dhivya; S. N. Sangeethaa; P. Rajesh Kanna (Biomed. Signal Process. Control., 2024)