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Mr. Nayan Kumar Sarkar

Mr. Nayan Kumar Sarkar

Assistant Professor

  • Faculty of Engineering

About

Name: Specialization:
Mr. Nayan Kumar Sarkar Machine Learning, Deep Learning, Image Classification

Qualification

M. Tech (IT), NET, GATE Qualified,  PhD (Pursuing)

Personal Interest

Learning, Teaching, Swimming, Playing Cricket

Working Experience

 

  • Assistant Professor, B. N. College, Dhubri (Jun, 2022- Aug, 2023)
  • Assistant Professor, Tetso College, Dimapur (Aug, 2021-Jun, 2022)
  • Assistant Professor, St. John College, Dimapur (Aug, 2018 - Jul, 2021)
  • Guest Faculty, Assam University Silchar (Aug, 2016- May, 2017)
  • Teaching Assistant, Tezpur University (Aug, 2014- May, 2016)

Research

  • Sarkar, N.K., Singh, M.M. & Nandi, U. A novel deep neural network model using network deconvolution with attention based activation for crop disease classification. Multimed Tools Appl (2023). https://doi.org/10.1007/s11042-023-16125-y (SCI)
  • Sarkar, A., Nandi, U., Kumar Sarkar, N., Changdar, C., & Paul, B. (2024). Deep Learning Based Hyperspectral Image Classification: A Review For Future Enhancement. International Journal of Computing and Digital Systems, 15(1), 1-15. DOI: http://dx.doi.org/10.12785/ijcds/160133
  • Sarkar, N. K., Singh, M. M., & Nandi, U. (2022). Recent Researches on Image Classification Using Deep Learning Approach. International Journal of Computing and Digital Systems, 12(1), 1357-1374, https://dx.doi.org/10. 12785/ ijcds/1201109 (Scopus)
  • Janetius, S. T., Nayan, K. S., and Mini, T. C., “Covid-19 Pandemic and Challenges to Emergency Remote Learning in India: An Exploratory Analysis.” International Journal of Multidisciplinary Educational research, peer-reviewed:VOLUME:9, ISSUE:7(3), JULY:2020. ISSN: 2277-7881 (UGC-Care).
  •  
  • Conference/Book Chapter
  • Singh, M.M., Sarkar, N.K. & Nandi, U.(2023): Image classification using few shot learning, International Conference on Evolutionary Artificial Intelligence(ICEAI 2023), 13-14 September, 2023, Taylor's University Lakeside Campus, Malaysia.
  • Singh, M.M. & Sarkar, N.K.(2023): Capsule network approach for image classification, 4th International conference on Recent Trends in Machine Learning,IoT,Smart Cities& Applications, 16-17 September 2023,Hyderabad, India.
  • Sarkar, N.K., Singh, M.M., Nandi, U. (2022). Learning Based Image Classification Techniques. In: Mukhopadhyay, S., Sarkar, S., Dutta, P., Mandal, J.K., Roy, S. (eds) Computational Intelligence in Communications and Business Analytics. CICBA 2022. Communications in Computer and Information Science, vol 1579. Springer, Cham. https://doi.org/10.1007/978-3-031-10766-5_3
  • Book Published
  • Nayan Sarkar and Amit Dutta, “Computer Fundamentals”,(book) published by Kaliabor College, Nagaon, Assam, ISBN: 978-81-948031-3-3

Awards & Achievements

  • Qualified GATE
  • Qualified UGC-NET
  • Recepient of Best Paper award for the paper titled "Image classification using few shot learning", International Conference on Evolutionary Artificial Intelligence(ICEAI 2023), 13-14 September, 2023, Taylor's University Lakeside Campus, Malaysia
  • Received "Anundoram Borooah Award" from Govt. of Assam.