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Dr. Soumya Samarpita

Dr. Soumya Samarpita

Assistant Professor

Qualifications
MCA M.Tech (IT) Ph.D. 

 

What subject you teach at SSU
Introduction to Data Analytics, Predictive Analytics, Data Warehousing & Data Mining, Human Computer Interaction

 

Awards
Certificate of Appreciation for the Best Administrative Staff on the Occasion of Pujya Gurudev’s Birthday, 2023.

 

Interests
Research Interest in Machine Learning Data Mining AI in Healthcare

Journals

  • A Review on Emotion Recognition from Facial Expressions. Soumya Samarpita, Rabinarayan Satpathy, Manas Prasad Rout.2022 .8,s.l.: IRJMST,2022, International Research Journal of Management, Sciences & Technology ,Vol.13 • Samarpita, S., Satpathy, R., Mishra, P. K., & Panda, A. N. (2023). Mental Stress Classification from Brain Signals using MLP Classifier. EAI Endorsed Transactions on Pervasive Health and Technology, 9.
    • Samarpita, S., Satpathy, R., Mishra, B. K., & Mishra, R. P. (2023). Differentiating Mental Stress Levels: Analyzing Machine Learning Algorithms Comparatively For EEG-Based Mental Stress Classification Using MNE-Python. Journal of Advanced Zoology, 44(S5), 2605-2618.
    • EEG-Based Feature Extraction and Mental Stress Classification using Python eeglib Module and Machine Learning Techniques- International Journal of Computational Vision and Robotics (IJCVR).
    • Samarpita, S., Mishra, R., Satpathy, R.( 2024). Exploring Human Behavior and Culture through a Mixed-Methodological Survey Utilizing Artificial Intelligence in Anthropology. Journal of Emerging Technologies & Innovative Research, Vol 11, Issue 10.
    • Samarpita, S., “Gender classification from facial images: An innovative technique in communication technology of the information age” published in the Journal of Research and Innovations in Social Science, Vol.III, Issue. 1, June 2016, Page.05-12.
    • Samarpita, S., “Computer as an instrument for effective learning” published in the Journal of Social Science (Prangnya), ISSN-2229-4864, Volume-6, and Issue No. – 2 & 3, Dec 15 & March 16 2016.
    • Samarpita, S., “ICT Based Teaching for Quality Improvement of Teachers” published in the SVMC Journal of Humanities, Science and Commerce, Volume I, November 2016. 


Conferences
• Samarpita, S., & Satpathy, R. (2023, May). Impact of EEG Signals on Human Brain Before and After Meditation. In Proceedings of the International Health Informatics Conference: IHIC 2022 (pp. 331-343). Singapore: Springer Nature Singapore.
• Samarpita, S., & Satpathy, R. N. (2022, October). Applications of machine learning in healthcare: an overview. In 2022 1st IEEE International Conference on Industrial Electronics: Developments & Applications (ICIDeA) (pp. 51-56). IEEE.
• Samarpita, S., & Satpathy, R. (2022, December). EEG-Based Stress Detection Using K-Means Clustering Method. In International Conference on Intelligent Systems and Machine Learning (pp. 35-43). Cham: Springer Nature Switzerland. Book Chapters
• Samarpita, S., Mishra, R., Satpathy, R., & Pati, B. (2023). Security Issues and Privacy Challenges of Cyber-Physical System in Smart Healthcare Applications. In Big Data Analytics in Intelligent IoT and Cyber-Physical Systems (pp. 73-87). Singapore: Springer Nature Singapore.
• Samarpita, S. (2024). Edge Intelligence and Its Healthcare Application. In Reconnoitering the Landscape of Edge Intelligence in Healthcare (pp. 3-18). Apple Academic Press.