Areas of Interest: Data Mining, Data Science, Data Analytics, NLP
Education: B.Tech, M.E, Ph.D.
E-mail: ajay.kumar@juet.ac.in
Contact No. : 9329703079
Dr. Ajay Kumar received his Ph.D. in Computer Science and Engineering from the Jaypee University of Engineering and Technology (JUET) in 2017, where his doctoral research centered on the design and analysis of partitioned clustering algorithms and their applications. He completed his M.E. in Computer Science from MITS Gwalior in 2005 and his B.Tech. in Information Technology in 2002. He also holds an Advanced Diploma in Network Planning and Administration from CEDTI, C-DAC Mohali.
Since 2006, Dr. Kumar has been serving as an assistant professor in the Department of Computer Science and Engineering at JUET. His teaching profile includes courses such as Theory of Computation, Information Retrieval, Data Science and Introduction to Data Mining. His research interests span data mining, pattern recognition, data science, and natural language processing.
In addition to his teaching and research responsibilities, Dr. Kumar supervises three Ph.D. scholars. He is also an active member of technical program committees for peer-reviewed journals and conferences.
LinkedIn Profiles: https://www.linkedin.com/in/ajay-kumar-a028b784/
Gupta, Shivani; Patel, Nileshkumar; Kumar, Ajay; Jain, Neelesh Kumar; Dass, Pranav; Hegde, Rajalaxmi; Rajaram, A. ‘Adaptive fuzzy convolutional neural network for medical image classification’. Journal of Intelligent & Fuzzy Systems, vol. Pre-press, no. Pre-press, pp. 1-17, 2023. https://doi.org/10.3233/JIFS-233819.
Gupta, Shivani; Patel, Nileshkumar; Kumar, Ajay; Jain, Neelesh Kumar; Dass, Pranav; Hegde, Rajalaxmi; Rajaram, A., ‘Intelligent resource optimization for scalable and energy-efficient heterogeneous IoT devices’, Multimedia Tools and Applications, 2024. https://doi.org/10.1007/s11042-024-18176-1.
Mishra, M., Jain, N.K. & Kumar, A. Reviewing Image Data: Detecting Forgery Using a Robust Forensic Method. Springer SN COMPUT. SCI. 4, 856 (2023). https://doi.org/10.1007/s42979-023-02287-x.
Hemalatha, S., Patel, N. ., Jain, N. K. ., Kumar, A. ., Kaulage, A. N. ., & Mishra, A. K. . (2023).MANET Congestion Control Mechanism - Challenges and Survey. International Journal on Recent and Innovation Trends in Computing and Communication, 11(7), 210–214. https://doi.org/10.17762/ijritcc.v11i7.7847.
Ajay Kumar and Shishir Kumar,” A Support Based Initialization Algorithm for Categorical Data Clustering”, Journal of Information Technology Research (JITR), Volume 11, Issue 2, Article 4,pp.-53-67, 2018. .
Ajay Kumar and Shishir Kumar,” Density Based Initialization Method for K-Means Clustering Algorithm“, International Journal of Intelligent Systems and Applications (IJISA) IJISA Vol. 9,No. 10, 8 Oct. 2017. DOI: https://doi.org/10.5815/ijisa.2017.10.05.
Ajay Kumar and Shishir Kumar,” Experimental analysis of sequential clustering algorithm on big data, IIOAB Journal, 2016, 7(11Specialissue), pp. 160–170. http://www.scopus.com/inward/record.url?eid=2-s2.0-5006365254&partnerID=MN8TOARS.
Ajay Kumar and Shishir Kumar, “Color Image Segmentation via Improved K-Means Algorithm” International Journal of Advanced Computer Science and Applications(ijacsa), 7(3),2016. http://dx.doi.org/10.14569/IJACSA.2016.070307.
Kumar, A., Kumar, S., & Saxena, S. (2012). An Efficient Approach for Incremental Association Rule Mining through Histogram Matching Technique. International Journal of Information Retrieval Research (IJIRR), 2(2), 29-42. http://doi.org/10.4018/ijirr.2012040103.
