Raja Suguna Mohanraj

Dedicated Associate Professor with 6 years of experience overseeing educational and classroom operations, both independently and in collaboration with departmental faculty. Specializes in Data Structures, Database Management Systems, Algorithms, Compiler Design, and Machine Learning. Demonstrates expertise as Department ISO Coordinator and Mentorship Programme Coordinator, with a robust research portfolio in Data Science, Machine Learning, and Image Processing. Proficient in curriculum development, academic planning, and providing in-depth student guidance, with a proven record of supervising projects that result in impactful research publications and presentations.

• Machine Learning for Engineering and Science Applications, NPTEL Online Certification, IIT Madras.
• Python For Data Science, NPTEL Online Certification, IIT Madras.

• The Detection of Video Shot Transitions Based on Primary Segments Using the Adaptive Threshold of Colour-Based Histogram Differences and Candidate Segments Using the SURF Feature Descriptor M, R.S. , A, K. , S, A. Symmetry, 2022, 14(10), 2041
• A research on multi-view video summarization techniques Raja Suguna, M. , Kalaivani, A. International Journal of Engineering and Advanced Technology, 2019, 9(1), pp. 6837–6846
• Comparative Analysis Of Crime Hotspot Detection And Prediction Using Convolutional Neural Network Over Support Vector Machine with Engineered Spatial Features Towards Increase in Classifier Accuracy Sravani, T. , Suguna, M.R. 2022 International Conference on Business Analytics for Technology and Security, ICBATS 2022, 2022
• Performance analysis of lung cancer detection and its classification using deep convolutional neural network with low dose Ct scan lung images over convolutional neural network with increase in classifier accuracy Reshma, G. , Jeyavathana, R.B. , Suguna, M.R. AIP Conference Proceedings, 2024, 2729(1), 060024
• Comparative analysis of crime predictions using machine learning algorithms with geospatial features Suguna, M.R. , Jeyavathana, R.B. , Kanimozhi, K.V. AIP Conference Proceedings, 2022, 2393, 020004
• Automated Banking Fraud Detection for Identification and Restriction of Unauthorised Access in Financial Sector Biswas, A. , Deol, R.S. , Jha, B.K. , ... Suguna, M.R. , Thomson, B.I. 3rd International Conference on Smart Electronics and Communication, ICOSEC 2022 - Proceedings, 2022, pp. 809–814
• The Performance Analysis of a Location based Weather Identification Device Kumar, S.P. , Renukadevi, P. , Suguna, M.R. , Jeyakumar, D. 7th International Conference on Communication and Electronics Systems, ICCES 2022 - Proceedings, 2022, pp. 362–367
• Enhanced Twitter sentimental analysis using artificial neural network over logistic regression towards increase in accuracy of prediction Suguna, M.R. , Amaresh, P. AIP Conference Proceedings, 2022, 2393, 020016