Mrs. G. Kumari | Deep Learning | Best Researcher Award
Senior Assistant Professor at Vignan’s Institute Of Information Technology | India
Dr. G. Kumari is a highly dedicated academician and researcher in the field of Computer Science and Engineering, currently serving as an Assistant Professor in the Department of Computer Science and Engineering at Vignan’s Institute of Information Technology (Autonomous), Visakhapatnam. She is pursuing her Ph.D. from Jawaharlal Nehru Technological University, Kakinada (JNTUK), with a research focus on advanced machine learning applications, data-driven predictive systems, and intelligent computing methodologies. Her academic foundation is built upon an M.Tech in Computer Science and Engineering from Godavari Institute of Engineering and Technology (GIET), Rajahmundry, and a B.Tech in Computer Science from Aditya Institute of Technology and Management (AITAM), Tekkali. With an extensive teaching career spanning over a decade and a half across reputed institutions, she has taught core computer science subjects including Machine Learning, Software Engineering, Computer Networks, and Advanced Data Structures. Her research contributions are widely recognized, encompassing publications in reputed international journals and conferences. Her works include Diabetes Prediction using Machine Learning and Deep Neural Models with Hybrid Resampling Techniques, Graph Temporal Hybrid Neural Networks for Enhanced Malware Detection in Banking Systems, Enhancing Liver Disease Detection and Management with Advanced Machine Learning Models, Cancer Detection with Ensemble Learning Model from Novel Precedence-based Algorithms, Statistical Approaches for Forecasting Air Pollution: A Review, and Phish Alert: Phishing Website Detection using XGBoost Algorithm. She has also contributed to numerous applied AI and software engineering domains with publications such as Room Temperature Based Alerting System, Vehicle Number Plate Recognition and Logging using OpenCV and Tesseract-OCR, High-Level Security in Cloud Using Hybridization of Public Key Cryptography, A Novel Approach for Extraction of Dominant Representation Points of the Image, A Trusted New Method for Authentication and Security for Web Applications in Cloud using RSA Algorithm, Classification of Customer to Upgrade Profits in Retail Market with Deep Learning Methodology, Translation and Transliteration of Words, Future of Software Testing: Novel Perspective, Challenges, and Efficient Resource Allocation Algorithm in Dependable Distributed Computing Systems Using A Colony Optimization.
Featured Publications:
Rao, K. V., Devi, J. A., Anuradha, Y., Kumari, G., Kumar, M. S., & Rao, M. S. (2024, August 30). Enhancing liver disease detection and management with advanced machine learning models. International Journal of Experimental Research and Review, 42, Article 009.