M.Balamurugan M.Tech (Ph.D)

M.Balamurugan M.Tech (Ph.D)

Email: balamurugan.cse@sonatech.ac.in

Designation: Assistant Professor

Experience: 14 Years

Specialization: Computer Science and Engineering

Areas of Expertise: Deep learning, Computer vision image processing

Journal Publication Conference Publication Book Publication Major Contributions Invited Talk Training / Workshops Consultancy Research Projects Patent Membership Research IDs Awards & Recognitions Lab Achievements Credentials

Journal Publication

  1. Balamurugan, M., Balamurugan, R. An efficient deep neural network model for tuberculosis detection using chest X-ray images. Neural Comput & Applic 36, 14775–14796 (2024). https://doi.org/10.1007/s00521-024-09884-8
  2. Balamurugan, M., Balamurugan, R. Double attention Res-U-Net-based Deep Neural Network Model for Automatic Detection of Tuberculosis in Human Lungs, International Journal of Image and Graphics (2024). https://doi.org/10.1142/S0219467825500731
  3. S Jothimani, SN Sangeethaa, M Balamurugan, S Kayalvili , Detection of Polycystic Ovarian Disease Using Probabilistic Optimum Deep Learning Feature Fusion IETE Journal of Research 71 (15), 1572-1586

International conferences

  1. M. Balamurugan (2012) “Detection of Road from a Single Image Using Soft voting” in “International Conference on Computational Intelligence and Information Technology- ICCIIT-2012” at Info Institute of Engineering during March 2012
  2. B. Munisamy, D. Gunasekaran. 'Student Engagement Analysis in Virtual Class Using Natural Language Processing.' AIP Conference Proceedings, 3279 (1), 020072.
  3. B. Munisamy, V. Loganathan, V. Gopi, S. Prabu. 'A Comprehensive Machine Learning Approach for Predictive Dairy Cow Health Monitoring Across Pre-, During-, and Post-COVID Eras.' AIP Conference Proceedings, 3279 (1), 020080.
  4. N.R. Yuvaraj, J. Petchimuthu, M.P. Devadoss, B. Munisamy, M. Ibrahim. 'Enhancing the Accuracy of Demand Forecasts by Incorporating Twitter Sentiment Analysis into Existing Inventory Management Algorithms for Smartphones in North American Retail Stores.' AIP Conference Proceedings, 3279 (1), 020066.
  5. R.K. Chinna Samy, P. Sampath, B. Munisamy. 'Hybrid Model-Based Prediction of Chronic Kidney Disease.' AIP Conference Proceedings, 3279 (1), 020101.
  6. P. Parthasarathi, S. Nivedha, M. Balamurugan, D. Yuvaraj, S. Siamala Devi, S.N. Sangeethaa. 'Innovative Skin Melanoma Diagnosis Using Deep Learning and African Gorilla Troops Optimizer.' 2024 First International Conference on Software, Systems and Information Technology (SSITCON).

National conferences

  1. M. Balamurugan (2012) “Road Detection Using LASV and Simulated Annealing-NCVIT-2012” at Government College of Technology, Coimbatore during March 2012
  2. M. Balamurugan (2012) “Road Detection from a Single Image Using Simulated Annealing” in “National Conference on Innovations in Information Technology” at “Bannari Amman Institute of Technology” during February 2012

Membership

  1. Advanced Computing and Communications Society (ACCS)

Researcher IDs