Dr. M. Nandhini
About
Research Area
Dr. M. Nandhini is Professor of Computer Science at Pondicherry University. She holds B.Sc. (Mathematics), MCA, M.Phil., Ph.D., and UGC-NET qualified in her first attempt, earning UG/PG ranks from Bharathidasan University. With 28 years teaching and 22 years research, she specializes in Soft Computing, Evolutionary Optimization and Data Mining. Recipient of Best Paper awards, she holds DST-SERB-CRG (₹2472008 for 3 yrs) and CPRHE-NIEPA (₹335000 for 2 yrs) grants and has numerous publications.
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Research (Guided & On-roll)
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Publications
Notable & Recent Publications
Mohan Allam, M. Nandhini, “Hybrid Feature Selection based on BTLBO and RNCA to Diagnose the Breast Cancer”, IAJIT: The International Arab Journal of Information Technology, Vol. 20(5), pp: 727-737, Sep 2023, IF: 1.3
M. Nandhini, M. Thangadarshini, K. U. Kala, and S. Madhusudhana Verma, “Deep Learning Model of Sequential Image Classifier for Crop Disease Detection in Plantain Tree Cultivation”, ScienceDirect: Computers and Electronics in Agriculture, Vol.197, 106915, June 2022 IF: 7.7
K. U. Kala, M. Nandhini, M.. Kishore Chakkravarthi, M. Thangadarshini and S. Madhusudhana Verma, “Real time Boron and Potassium Deficiency Detection in Plantain Trees Using Deep Convolutional Neural Networks”, AMA, Agricultural Mechanization in Asia, Africa and Latin America, Vol 53(3), March 2022. IF: 1.02
Mohan Allam, M. Nandhini, “Optimal feature selection using binary teaching learning based optimization algorithm”, ScienceDirect :Journal of King Saud University - Computer and Information Sciences, Vol.34(2), pp: 329-341, Feb 2022, IF: 6.9
Sambath Kumar. P, M.Nandhini, “ Entropy Slicing Extraction and Transfer Learning Classification for Early Diagnosis of Alzheimer Diseases with sMRI” , ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM), Vol.17(2), pp:1-22, April 2021, IF. 5.1
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