Research Areas

  • Data Science
  • Deep Leaning & Recommendation Systems
  • Cognitive Science & AI Chat Bot
  • Cyber Security
  • Language Modeling
  • Web 3. 0 & Semantic Web
  • E-Learning Systems

PhD. Guidance

  1. Dr. S S V R Kumar Addagarla, Research Area: Recommendation Systems for E-Commerce Products, Status: Completed on 21-Sep-2021.
  2. Dr. Kiran Kumar M, Research Areas: Machine Learning and Medical Imaging, Status: Completed on 17-Sep-2024.
  3. Mr. Aravindhan Manivannan, Research Areas: Deep Learning and Cyber Security, Status: Compre Completed

Publications (Recent)

  • Kumar, M.K. and Amalanathan, A., 2023. Advancements in Optimization Algorithms for Lung Nodule Detection and Classification: A Review. In 2023 1st International Conference on Optimization Techniques for Learning (ICOTL) (pp. 1-6). IEEE.
  • Kumar, M.K. and Amalanathan, A., 2022. Automated Lung Nodule Detection in CT Images by Optimized CNN: Impact of Improved Whale Optimization Algorithm. Computer Assisted Methods in Engineering and Science, 29(1–2), pp.7-31.
  • Addagarla, S.K. and Amalanathan, A., 2021. Single Stage Deep Transfer Learning Model for Apparel Detection and Classification for E-Commerce. International Journal of Electronic Commerce Studies, 13(1), pp.69-92
  • Addagarla, S.K. and Amalanathan, A., 2021. e-SimNet: a visual similar product recommender system for E-commerce. Indonesian Journal of Electrical Engineering and Computer Science, 22(1), pp.563-570.
  • Addagarla, S.K. and Amalanathan, A., 2020. Probabilistic Unsupervised Machine Learning Approach for a Similar Image Recommender System for E-Commerce. Symmetry, 12(11), p.1783.
  • Addagarla, S.K. and Amalanathan, A., 2019. A survey on comprehensive trends in recommendation systems & applications. International Journal of Electronic Commerce Studies, 10(1), pp.65-88.
  • Amalanathan, Anthoniraj, S. Margret Anouncia, and Uffe Kock Wiil. "Emotion-Based Content Personalization in Social Networks." Journal of Information and Organizational Sciences 42, no. 1 (2018): 1-16.
  • Vairamuthu, Subbiah, Amalanathan Anthoniraj, S. Margret Anouncia, and Uffe Kock Wiil. "User Interface Design Recommendations Through Multi-Criteria Decision Analysis." In Knowledge Computing and Its Applications, pp. 269-293. Springer, Singapore, 2018.
  • Amalanathan, Anthoniraj, and S. Margret Anouncia. "Influence of human emotion expressed through social networks in viral marketing." International Journal of Business Information Systems 26, no. 1 (2017): 15-32.