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Mukesh Patel School of Technology Management and Engineering
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Research Profile: https://scholar.google.com/citations?user=m4dcBgUAAAAJ&hl=en

Educational Qualification (highest):
  • PhD (Engineering), NMIMS University, Mumbai.
  • M Tech, Computer Engineering, NMIMS University, Mumbai.
  • BE, Computer Science and Engineering, Amravati University, Amravati.

Area of Research: Machine Learning, Artificial Intelligence, Image Processing

Academic Experience: (23 years)
  • Currently working with MPSTME, NMIMS University as Associate Professor from Oct, 2008 -Till date
  • Worked as Senior Lecturer in DJ Sanghavi College of Engineering, Mumbai.
  • Worked as Lecturer in UMIT, SNDT University, Mumbai.
Basic Information:
  • Email Id: pravin.shrinath@nmims.edu
  • Desk no: 022-42334018
  • Desk (location): Cabin 4, 4th Floor, 401 Faculty Area.
Publications

Journals

  1. D Krishanan, Pravin Shrinath, “Robust Botnet Detection Approach for Known and Unknown Attacks in IoT Networks Using Stacked Multi-classifier and Adaptive Thresholding”, Arabian Journal for Science and Engineering, 1-17, 2023. https://link.springer.com/article/10.1007/s13369-024-08742-yrav (Scopus)
  2. R Sharma, Pravin Shrinath,“Improved Opinion Mining for Unstructured Data Using Machine Learning Enabling Business Intelligence”, Journal of Advances in Information Technology 14 (4), 2023, https://www.jait.us/uploadfile/2023/JAIT-V14N4-821.pdf (Scopus and WoS)
  3. Anshul Gupta, Pravin Shrinath,“A recommender system based on collaborative filtering, graph theory using HMM based similarity measures”, International Journal of System Assurance Engineering and Management, 533-545, 13(1), Springer Nature, 2022, https://link.springer.com/article/10.1007/s13198-021-01537-6, (Scopus)
  4. Varsha Sachin Khandekar,Pravin Shrinath,“Hybrid dynamic chunk ensemble model for multi-class data streams”, Indonesian Journal of Electrical Engineering and Computer Science, 1115-1122, 25(2), ISSN: 2502-4752, DOI: 10.11591/ijeecs.v25.i2.pp1115-1122, 2022 (Scopus).
  5. Prashant Udawant, Pravin Srinath,“Cotton leaf disease detection using instance segmentation” , Journal of Cases on Information Technology (JCIT), 1-10, 24(4), IGI Global, 2022, https://www.igi-global.com/gateway/article/full-text-pdf/296721&riu=true, (Scopus)

Conferences

  1. Anshul Gupta, Pravin Shrinath,“Link Prediction based on bipartite graph for recommendation system using optimized SVD++”, International Conference on Machine Learning and Data Engineering, Procedia Computer Science, 1353-1365, Vol. 218, 2023, Elsevier, (Scopus).
  2. Varsha S Khandekar, Pravin Srinath,“Non-stationary data stream analysis: State-of-the-art challenges and solutions”, Proceeding of International Conference on Computational Science and Applications: ICCSA 2019, 67-80, Springer Singapore, 2020.
  3. S Ruchi, Pravin Srinath,“Big Data Platform for Enterprise project management digitization using Machine learning”, Second International Conference on Electronics, Communication and Aerospace Technology (ICECA), 1479-1484, IEEE, 2018.