Uma Devi is a professor in the field of Computer Science has 28 years of extensive teaching and research experience. She secured first rank in her MCA and was awarded gold medals from Nagarjuna University. With more than 35 scholarly papers, her expertise spans both theoretical and applied areas such as Data Analysis, Machine Learning, and AI. Known for her exceptional programming logic and problem-solving abilities, she continues to make significant contribution to academic community
Research Publications
-
Fraud detection in bank transaction with wrappermodel and Harris water optimization-based deep recurrent neural network- Kybernetes, 2020, 50(6), pp. 1731–1750
-
A Probabilistic Neural Network Approach for Protein Superfamily Classification-Journal of Theoretical and Applied Information Technology 6 (1), 2009
-
Geometric Deep Learning for Enhancing Irregular Scene Text Detection-Revue d'Intelligence Artificielle 38 (1), 115-125
-
Insilico promoter prediction using grey relational analysis-Journal of Theoretical and Applied Information Technology, 2011, 24(2), pp. 107–112
-
Role of Context in Visual Language Models for Object Recognition and Detection in Irregular Scene Images- Fusion: Practice and Applications,Volume 15, Issue 1, Pages 250 - 261, 2024
Expertise
-
Data Structures, Database Management Systems, Data Mining, Machine Learning, Java, C++, Design and Analysis of Algorithms, Python
Authored Books
-
Fraud Detection in Banking: AI Strategies for Financial Institutions- Lambert Academic Publishing