Dr. M Madhu Bala
Dean (R & D)
Dr. M. Madhu Bala, obtained her Ph.D in Computer Science and Engineering, JNTUH for her research contribution on Feature extraction for image identification and content based image categorization with machine learning algorithms in image mining.
She has teaching, industry and research experience for over 20 years. She has several research publications in international journals like; IEEE, Elsevier, Springer, CSIC indexed in SCI, SJR, SCOPUS and Thomson & Reuters to her credit. She presented research papers in various international conferences like: Geo Spatial World Forum, RTIPPER organized by Indian unit of Pattern Recognition and Artificial Intelligence, ICCSM 2010 Manila, Philippines.
She contributed a research article on “Automatic Label Prediction for Scene Categorization in Computer Vision: Issues and Challenges” in CSI communications. She authored a chapter entitled as “Hybrid Feature Extraction and Selection using Bayesian Classifier” in Elsevier: Science and Technology.
Dr. M. Madhu Bala, has offered faculty services for finishing school training programs conducted at JNTUH and acted as resource person for FDPs’ and workshops funded by DST at various reputed autonomous colleges.
She has guided B. Tech and M. Tech student’s projects at many colleges. She has delivered lectures on “R programming” for post graduate students in Technology. She is certified on “R Programming” from Johns Hopkins University, Maryland, USA, and also on “Big Data” from NASSCOM for associate analytics job role.
Dr. M. Madhu Bala is a member of prestigious professional bodies like; The Indian Society for Technical Education(ISTE), Computer Society of India(CSI), Computer Society Teachers Association(CSTA), International Association of Engineers(ISE), Institute for Computer Sciences, Social Informatics and Telecommunications(ICST. She is a reviewer for International conference PDCTA-2013 organized by AIRCC. She is a Advisory Board Member of World Academy of Research in Science and Engineering (WARSE). She is privileged for acting as a Local Judge for NASA Space App Challenge2014.
Dr. M. Madhu Bala contributions in research areas are Data Mining, Information Retrieval, Data Analytics, Data Process and Model Construction. She published her workouts in RPUBS cloud on text mining, social network data (twitter) analysis, Sentiment analysis, clustering and prediction models using machine learning algorithms and multiple visualization methods in R.
Currently she is working on multiple imputation techniques for the treatment of missing data in Analytics.