Optimal Feature Selection for Big Data Classification: Firefly with Lion-Assisted Model. - Ramar Senthamil Selvi; Muniyappan Lakshapalam Valarmathi (Big Data, 2020)

Enabling data security in data using vertical split with parallel feature selection using meta heuristic algorithms. - Ramar Senthamil Selvi; Muniyappan Lakshapalam Valarmathi (Concurr. Comput. Pract. Exp., 2021)

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)

Improved meta-heuristic algorithm for selecting optimal features: A big data classification model. - Ramar Senthamil Selvi; Muniyappan Lakshapalam Valarmathi; Prathima Devadas (Concurr. Comput. Pract. Exp., 2022)

Ensemble Model for Stock Price Forecasting: MapReduce Framework for Big Data Handling: An Optimal Trained Hybrid Model for Classification. - Ramar Senthamil Selvi; V. Sankari; N. Ramya; M. Selvi (J. Circuits Syst. Comput., 2024)

Improved SVM-Recursive Feature Elimination (ISVM-RFE) Based Feature Selection for Bigdata Classification Under Map Reduce Framework. - J. C. Miraclin Joyce Pamila; Ramar Senthamil Selvi (Concurr. Comput. Pract. Exp., 2025)