11th Main, 4th Block, Jayanagar, Bengaluru 560011
080-26548890
Dr. Sumana B V
PhD
26
YEARS
EXPERIENCE
Associate Professor
COMPUTER SCIENCE
PUBLICATIONS
“Optimizing the Prediction of Bagging and Boosting”, Indian Journal of Science and Technology, Vol. 8(35), pp. 1-13, 2015.
Optimizing K-means in Cascading Clustering and Classification”, Australian Journal of Basic and Applied Sciences, Vol. 10(9), pp.184-206, 2016.
“Prediction of Imbalanced Data using Cluster based approach”, Asian Journal of Information
TechnologyAsian Journal of Information Technology Vol 15 ( 16 ): 3022 - 3042, 2016
"Optimising Prediction in Overlapping and NonOverlapping Regions," International Journal of Natural Computing Research (IJNCR), IGI Global, vol. 9(1), pages 45-63, January 2020.
PAPERS PRESENTED
“Prediction of diseases by cascading clustering and classification”, Advances in Electronics, Computers and Communications (ICAECC), International
Conference on. IEEE, 2014.
“An Empirical Comparison of Ensemble and Hybrid Classification” Proc. Processing and VLSI., pp, 463-470, 2014.
CONFERENCES ATTENDED
IEEE conference - 2014 International Conference on advvances in Electronics computers and communications
ACEEE conference - Internatinal conference on recent trends in signal processing image processing and VLSI 2014
WEBINARS/FDPs/LECTURE SERIES ATTENDED
FACULTY DEVELOPMENT PROGRAMME
Mobile Application Development and Internship 2024
DETAILS OF SERVING AS A RESOURCE PERSON
MEMBERSHIPS (BOS/BOE/CHAIRPERSON/TEXTBOOK COMMITTEE)
BOARD OF EXAMINERS
BCA - Bangalore University for the academic year 2011-2012
BSC - Bangalore University for the academic year 2012-2013
B Voc - Bengaluru City University for the academic year 2023-2024
BOARD OF STUDIES
Annamalai University for the academic year 2023-2024 and 2024-2025