careers@pes.edu +91-8055524555
Computer Science
ElectronicCityCampus
rbharathi@pes.edu
+91-80-66186610

Bharathi R

Associate Professor
Bio
Teaching
Responsibilities
Research
Publications

I have completed B.E, 1993 and M.E, 2001 in Computer Science and Engineering and obtained University Second Rank from Bharathiar University. I was working as Associate Professor in Information Science and Engineering Department PESIT, Bangalore South Campus (Jan 2015 to Aug 2018) and currently serving as Associate Professor in Computer Science Engineering Department in PES University, EC Campus since Aug 2018. I have total 21+ years of experience in academics, out of which 7 years is research. My areas of interest include Data analytics, Data science, Machine learning, Deep learning and Natural Language Processing.

  • Machine Learning
  • Data Analytics
  • Introduction to Data Science
  • Design and Analysis of Algorithms
  • Data Structures
  • Formal Languages and Automata Theory
  • Object Oriented Analysis and Design
  • Computer Systems Performance Analysis
  • Time table Coordinator
  • CCM Coordinator
  • FAM Coordinator
  • Project Coordinator

Research Interest

  • Machine Learning
  • Deep learning

Journals

  • "Hidden Markov Model Approach for Software Reliability Estimation with Logic Error." International Journal of Automation and Computing (2020): 1-16. https://doi.org/10.1007/s11633-019-1214-7
  • "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. DOI: 10.4018/IJSSCI.2019070101
  • "A Machine Learning Approach for Quantifying the Design Error Propagation in Safety Critical Software System." IETE Journal of Research (2019): 1-15. https://doi.org/10.1080/03772063.2019.1611490

Conferences

  • "Fuel Price Prediction Using RNN," 2018 International Conference on Advances in Computing, Communications and Informatics (ICACCI), 2018, pp. 1510-1514, doi: 10.1109/ICACCI.2018.8554642.

Books

  • "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.
  • "Early detection of software reliability: a design analysis." In Strategic Engineering for Cloud Computing and Big Data Analytics, pp. 83-99. Springer, Cham, 2017.
  • "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.
  • "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.
  • "Improving the Performance of Semantic-Based Phishing Detection System Through Ensemble Learning Method," 2021 IEEE Mysore Sub Section International Conference (MysuruCon), 2021, pp. 463-469, DOI: 10.1109/MysuruCon52639.2021.9641614.