Dr. Muthurasu N

Dr. Muthurasu N

Qualification: M.E, Ph.D

Designation: Assistant Professor

Experience: 10 Years 10 Months

Specialization: Deep Learning, Machine Learning, Data Science

Official Mail ID: muthurasu.cse@sonatech.ac.in

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 Publications

  1. R. Changala, M. Misba, Muthurasu N, et al. "Enhancing Early Heart Disease Prediction through Optimized CNN-GRU Algorithms: Advanced Techniques and Applications," 2024 Third International Conference on Electrical, Electronics, Information and Communication Technologies (ICEEICT), Trichirappalli, India, 2024, pp. 1-5. DOI: 10.1109/ICEEICT61591.2024.10718395.
  2. Muthurasu N., Rajasekar V. "A Survey of Anomaly Detection in Video Surveillance," Advances in Artificial Intelligence and Machine Learning in Big Data Processing, Springer, 2024. DOI: 10.1007/978-3-031-73068-9_23.
  3. Nallappan, Muthurasu & Velswamy, Rajasekar. "Exploring Deep Learning-Based Content-Based Video Retrieval with Hierarchical Navigable Small World Index and ResNet-50 Features for Anomaly Detection," Expert Systems with Applications, 247, 123197, 2024. DOI: 10.1016/j.eswa.2024.123197.
  4. Nallappan, Muthurasu & Velswamy, Rajasekar. "Unveiling Anomalies in Crowds Through Advanced Deep Learning for Unusual Activity Detection," Journal of Theoretical and Applied Information Technology, 1992-8645, 2024.
  5. Narain, Ramaswamy, Siddhant R, Barath Vimanthann, Pearline Anubha & Nallappan Muthurasu. "Classification of Retinal Images Using Self-Created Penta-Convolutional Neural Network," 2023, pp. 187-196. DOI: 10.4028/p-eo431o.
  6. Arokiaraj P., Sandeep D.K., Vishnu J., Nallappan Muthurasu. "Movie Recommendation System Using Machine Learning," 2023, pp. 398-406. DOI: 10.4028/p-g9ekjp.
  7. Nallappan Muthurasu, Siva Sanjeev & Chatterjee Supratik. "Entity Analysis and Centralization," 2023 International Conference on Recent Advances in Science and Engineering Technology (ICRASET), B G Nagar, India, pp. 1-5. DOI: 10.1109/ICRASET59632.2023.10420291.
  8. M. Natin Duraishkar, S. Shwetha, C. Jameswinsingh, Muthurasu N. "An Intelligent Recommendation for Social Contextual Image Using Hybrid Model," IRJET, 2020, Vol. 07 Issue 03, p. 4411.
  9. Nallappan, Muthurasu, Rengaraj N., Mohan K.C. "Movie recommendation system using term frequency-inverse document frequency and cosine similarity method," Int. J. of Recent Technology and Engineering, 7, pp. 86-90, 2019.
  10. Nallappan, Muthurasu. "A Prediction System for Farmers to Enhance the Agriculture Yield Using Cognitive Data Science," Int. J. of Advanced Research in Computer Science, 9, pp. 780-784, 2018. DOI: 10.26483/ijarcs.v9i2.5784.
  11. Muthurasu N., Ramanathan M. N., Sahithyan S., Aravind M., & Ramanagiri Bharathan A. "A Prediction System for Farmers to Enhance the Agriculture Yield Using Cognitive Data Science," Int. J. of Advanced Research in Computer Science, 9(2), 2018.

Patents

  1. A Webcam Device with a Deep Learning-Based Interface, Application Number: 202341037883, Publication Date: 18/08/2023
  2. AI-Based Smart Cloud Computing 8K Video Codec, Application Number: 202141042899, Publication Date: 05/11/2021

Membership

Indian Science Congress, Institution of Engineering and Technology

Researcher IDs

  • Scopus ID: 57208899185
  • Google Scholar ID: 1g3GRVkAAAAJ
  • ORCID ID: 0009-0004-2260-1330

Awards & Recognitions

  1. Mentor for Hackathon finalised team – SIH 2024
  2. PMKVY Program Trainer