About
Dr. Prema has completed her ME in Computer Science and Engineering from Bannari Amman Institute of Technology, Sathy, and PhD from Anna University, Chennai. Her areas of interest include Data Analytics, Machine learning, and Deep learning.
Research Areas
1Research Interest
- Machine Learning Deep Learning
Publications
9Journals
- Effect of intuitionistic fuzzy normalization in microarray gene selection, Turkish Journal of Electrical Engineering & Computer Sciences, Vol. 26, No. 3, 2018.
- Identifying Autism Biomarkers from Microarray Data Using Intuitionistic Fuzzy Normalization and Feature Selection, Vol. 24, No. 3, 2019
- Minimum redundancy maximum relevance with mean based ranking for biomarker gene selection in autism, International Journal of Telemedicine and Clinical Practices, Vol. 3, No. 2, 2019.
- Two-level maximum relevance-maximum significance feature selection algorithm for microarray gene expression data, Journal of Advanced Research in Dynamics and Control Systems, Vol. 10, No. 5, 2018.
- Gene Selection using Fuzzy Discretization and Rough Set Theory, Research Journal of Pharmacy and Technology, Vol. 11, No. 10, 2019.
- Fuzzy logic based normalization and classifier for gene expression data, Journal of Advanced Research in Dynamics and Control Systems, No. 10, No. 7, 2018.
- Fuzzy Discretization and Rough Set based Feature Selection for High-Dimensional Classification, Journal of Information and Computing Science, Vol. 13, No. 3, 2018.
- An Analysis on Security Threats in Cloud Computing, International Journal of Information and computing science, Vol. 6, No. 3, 2019.
- Techniques for Handling Imbalanced Datasets Classification: A Review, International Journal of Scientific Research in Computer Science, Vol. 8, No.2, 2019.
Teaching
4Education
2-
Ph DAnna University2019
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M.E (CSE)Bannari Amman Institute of Technology2011
Campus
EC Campus