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Madanapalle Institute of Technology & Science is now MITS Deemed to be University.
Dr. S. Padma

Qualification : Ph.D. (Bharathiar University)

Designation : Assoc. Professor

Email: [email protected]

Details of Educational Qualification:

Course Specialization Branch College Name/University Year of Passing
Ph.D. Machine Learning Computer Science Bharathiar University 2020
M.Phil. Computer Science Computer Science Bharathidasan University 2010
M.E. Computer Science and Engineering Computer Science and Engineering Anna University 2010
M.C.A Computer Applications Computer Applications Bharathidasan University 2002
B.Sc. Computer Science B.Sc. Bharathiar University 1998

 

Research Areas: 

  • Machine Learning, Computer Vision

 

Research Identifiers: 

 

Publication Details:

S.No Publication Affiliation  Academic Year Author Position Details of Research Publication Indexing Publication Journal Quartile (Q1/Q2/Q3/Q4)
1 MITS 2025 1 Feature extraction and feature selection in medical images, Editor(s): Bikesh Kumar Singh, G.R. Sinha, Intelligent Computing Techniques in Biomedical Imaging, Academic Press, 2025, Pages 83-97, ISBN 9780443159992, https://doi.org/10.1016/B978-0-443-15999-2.00008-6.  Scopus Book chapter None
2 MITS 2024 3 Leveraging EfficientNetB3 in a Deep Learning Framework for High-Accuracy MRI Tumor Classification”, CMC-Computers, Materials & Continua, DOI:10.32604/cmc.2024.053563 SCIE Article Q2
3 MITS 2024 2 Classification of Mental Health and Emotion of Human from Text using Machine Learning Approaches," 2023 6th International Conference on Information Systems and Computer Networks (ISCON), Mathura, India, 2023, pp. 1-7, IEEE Xplore Scopus Conference Proceedings  None
4 MITS 2024 2 Predictive Modeling of Academic Success using Extreme Learning Machine”, at ICCICCT – 2024 Scopus Book Chapter None
5 MITS 2024 2 A Review on Smart Agriculture System”, at ICCICCT – 2024 Scopus Conference Proceedings  None
6 MITS 2023 2 Network Intrusion Detection using Gradient Boosting Algorithm Scopus Conference Proceedings  None
7 MITS 2023 2 Effective Water Quality Prediction using Random Forest Algorithm Scopus Conference Proceedings  None
8 MITS 2022 3 Analyzing How E-Learning and Virtual Reality could be Integrated to Enhance Studies”, ECS Transactions, 107 (1) 13163-13173 (2022), The Electrochemical Society Scopus Article    Q4
9 MITS 2021 1 Imparting OBE to the Younger Generation." Assessment Tools for Mapping Learning Outcomes With Learning Objectives, edited by G. R. Sinha, IGI Global, 2021, pp. 27-41. https://doi.org/10.4018/978-1-7998-4784-7.ch003 Scopus Book chapter None
10 Others 2019 1 Design of Classifiers. In: Sinha, G. (eds) Advances in Biometrics. Springer, Cham. https://doi.org/10.1007/978-3-030-30436-2_6 Scopus Book chapter None
11 Others 2018 1 Solving Classification Problems Using Projection Based Learning Algorithm With Fuzzy Radial Basis Function Neural Network”, International Journal of Computer Intelligence and Applications (IJCIA) Vol. 17, No. 03, 1850013-1-11,2018 Scopus Article    Q4
12 Others 2015 1 A Survey on study of various machine learning methods for classification“ International Journal of Database Theory and Application Vol 8. No 5(2015) Scopus Article    Q3
13 Others 2014 1 A Comparative Study on Different Meta-Cognitive Learning for Classification Problems “ Journal of NanoScience and NanoTechnology - Spring Edition Vol 2, No 1 (2014) Scopus Article    None

 

Research Projects & Events

S.No Affiliation Academic Year Funded Project /Event Role Title of the Project/Event Amount in Rs. /- Funding Agency
1 MITS 2024-25 Funded Event Coordinator WIE Funding – Tech Queens ($200) 17,000 IEEE - WIE
2 MITS 2023-24 Funded Event Coordinator Number Analytics and Data Science 2,29,500 Indian Academy of Sciences, Bengaluru
3 MITS 2021-22 Funded Event Coordinator Modern Computational Techniques 22,500 (Online) Indian Academy of Sciences, Bengaluru
4 MITS 2020-21 Funded Event Coordinator Scientific Computations 22,500 (Online) Indian Academy of Sciences, Bengaluru
5 Others 2017-18 Funded Event Coordinator Numerical methods and Scientific Computing 1,28,262 Indian Academy of Sciences, Bengaluru
6 Others 2016-17 Funded Event Coordinator Entering Life Science Research Arena through Bigdata 50,000 DBT (Department of Biotechnology)
7 Others 2016-17 Funded Event Coordinator Artificial Intelligence and Computational Biology 1,85,200 Indian Academy of Sciences, Bengaluru
8 Others 2015-17 Funded Project Coordinator Computer Training for Rural School Students 4,50,000 KSR Educational and Charitable Trust
9 Others 2019-20 Funded Project Coordinator Unnat Bharat Abhiyan 50,000 UBA, MHRD

 

Patents

S.No Affiliation Academic Year Application ID Title of the Patent Status
1 MITS 2021-22 202141055281 A AUTOMATED EDUCATION PROCESS WITH FEEDBACK SYSTEM USING MACHINE LEARNING AND AI Published

 

Awards/Achievements

  • Received the Best Administrator Award (2017) from Dr. Kalam Educational Trust, Chennai.
  • Elected as CSTA India Chapter Leader (Curriculum and Professional Development) in 2024.
  • Recognized with ICT Academy Awards (2018):
  • Best Practices Award for Engaging Students towards Social Responsibility.
  • Best Academic Partner Excellence Award for Skill Development Initiatives.
  • Acted as Session Chair and Reviewer for several international conferences including ASCIS 2024, ISCAIE 2021, and ISIEA 2021.
  • Reviewer and Editorial Board Member for reputed international journals such as Inderscience’s Journal of Business Intelligence and Data Mining and American Journal of Data Mining and Knowledge Discovery.
  • Invited Teacher at the Indian Academy of Sciences Annual and Mid-Year Meetings (BHU, Varanasi 2018, IISc Bangalore 2019; SRM University AP 2022).
  • Serving as Mentor for the Women in Machine Learning (WiML) Mentorship Program
  • Senior Member IEEE – Membership No: 98329128
  • IEEE WIE Student Advisor – MITS Student Branch
  • Life Member ISTE – Membership No : LM140721