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.