Bharathi

Qualification :
M.E, Pursuing Ph.D.

Professinal Experience
19 years

1.Seminar Co-ordinator
2.Class Co-ordinator
3. FAM Coordinator
4. CCM Coordinator
5. Internship Coordinator

Data Science
Data Structures
Design and Analysis of Algorithms
Theory of Computation
Machine Learning
Object oriented analysis and Design

Data Science, Machine Learning, Software Engineering, System Modelling

1. "A Framework for the Estimation of OO Software Reliability using Design Complexity Metrics", in International Conference on Trends in Automation, Communication and Computing Technologies (ITACT), 2015 IEEE International Conference on , 22-23 Dec, 2015, Co-Author: Dr R Selvarani.

2. “Software Defect Prediction Using Class Imbalance Learning”, at International Conference on Advances in Computer & Communication Engineering, Bangalore, Co-Author Ashwini N April 2014.

3 “An Improved Adaptive Probabilistic search in unstructured peer to peer network”, at National conference on Information Technology for Sustainable Future (NCITSF’14), Jain University, Bangalore, Co-Author: Rajini.S.N.

4 “A Graded attribute based solution for access control in cloud computing”, International Conference on Computer and Electrical Engineering (ICACCE 2012), Manila, Philippines, 2012.

5 “Enhancing Network Capacity and Throughput in Data Center networks”, International conference on Computational Techniques and Artificial Intelligence (ICCTAI 2012), Feb 11-12 2012, Penang Malaysia.

6 "Hidden Markov Model Approach for Software Reliability Estimation with Logic Error." International Journal of Automation and Computing (2020): 1-16. Springer Publications

7 "Software Reliability Assessment of Safety Critical System Using Computational Intelligence." International Journal of Software Science and Computational Intelligence (IJSSCI) 11, no. 3 (2019): 1-25.

8 “A Machine Learning Approach for Quantifying the Design Error Propagation in Safety Critical Software System”. IETE Journal of Research, pp.1-15

9 "Fuel Price Prediction Using RNN," 2018 International Conference on Advances in Computing, Communications and Informatics (ICACCI), Bangalore, 2018, pp. 1510-1514.

10 "Analysis of Error Propagation in Safety Critical Software Systems: An Approach Based on UGF." In Intelligent Decision Support Systems for Sustainable Computing, pp. 247-261. Springer, Cham, 2017.

11 "Early Detection of Software Reliability: A Design Analysis." In Strategic Engineering for Cloud Computing and Big Data Analytics, pp. 83-99. Springer, Cham, 2017.

12 "A novel safety metric SM EP for performance distribution analysis in software system." In Strategic Engineering for Cloud Computing and Big Data Analytics, pp. 51-61. Springer, Cham, 2017.

13 "A framework for the estimation of OO software reliability using design complexity metrics." In 2015 International Conference on Trends in Automation, Communications and Computing Technology (I-TACT-15), pp. 1-7. IEEE, 2015.