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Rajiv Kumar Nath

Rajiv Kumar Nath

Assistant Professor, Computer Science & Engineering (CSE)

Rajiv.nath2@sharda.ac.in

About

Rajiv Kumar Nath received B.E degree in Computer Science & Engineering from Madan Mohan Malviya Engineering College, Gorakhpur in 1999. M. Tech Degree in Intelligent System (Information Technology) from Indian Institute of Information Technology, Allahabad in 2004. He is currently working toward the Ph.D. degree at the Faculty of Engineering, Jamia Milia Islamia, New Delhi and his area of research interests are Image Processing, Machine Learning, recommender system and Deep Learning. He is having more than 19 years of teaching experience and he is currently working as an Assistant Professor in the Department of Computer Sciences & Engineering, Sharda School of Engineering & Technology, Sharda University, Greater Noida, G B Nagar, Uttar Pradesh, India.

Experience
  • 22 Years
Qualification
  • M Tech, PhD(Pursuing)
Research

  • Gunasekaran Kulandaivelu, Anuradha Taluja, Mridini Gawas, Rajiv Kumar Nath,” Automated breast cancer diagnosis optimized with higher-order attribute-enhancing heterogeneous graph neural networks using mammogram images”, Biomedical Signal Processing and Control, Volume 97, 2024, 106659, ISSN 1746-8094, https://doi.org/10.1016/j.bspc.2024.106659 (SCI Impact factor: 4.9)
  • Rajiv Kumar Nath, Hammad Khan, Sheetal Tyagi, Priya Yadav, “Modelling Personalized Book Recommendation using Hybrid Filtering”, International Conference on Communication, Computing and Energy Efficient Technologies. 2024.
  • Rajiv Kumar Nath, Shivansh Pandey, Shubham Shekhar and Suryansh Sharma, “Movie Recommender system”, International Conference on Communication, Computing and Energy Efficient Technologies. 2024.
  • Balasubbareddy Mallala G. Nagaraju, Rajiv Kumar Nath, P. Chinniah, K. Balasubramanian, S. Kirubakaran, “Comparative analysis of Advanced Machine Learning Techniques for Enhancing Brain Tumor Detection” Journal A of Electrical Systems, vol 20-2s pp 901-909.,2024 (Scopus Impart Factor 0.17 Q4) DOI: https://doi.org/10.52783/jes.1687
  • Naman Gupta, Neha Chaudhary, Sarthak Shankar and Rajiv K. Nath, “An Intelligent Data Analysis for Recommendation System Using Machine Learning” 5th International Conference on Advances in Computing, Communication Control and Networking (ICAC3N), Greater Noida, India, 2023. (Accepted)
  • Vikash Pandey, Sarthak Garg Sahil Kuma and Rajiv K. Nath, “Parkinsons Disease Detection Using Vocal Machine Learning Algorithms” 5th International Conference on Advances in Computing, Communication Control and Networking (ICAC3N), Greater Noida, India, 2023. (Accepted)
  • Hemant Dubey, Manvendra Singh, Ritesh Raj and Rajiv K. Nath, “Crowd density identification at cross-sections using machine learning and deep learning” 5th International Conference on Advances in Computing, Communication Control and Networking (ICAC3N), Greater Noida, India, 2023. (Accepted)
  • R. K. Nath and T. Ahmad, "Content Based Recommender System: Methodologies, Performance, Evaluation and Application," 2022 4th International Conference on Advances in Computing, Communication Control and Networking (ICAC3N), Greater Noida, India, 2022, pp. 423-428.
  • R. K. Nath, A. Rasool, N. Gangwar and H. Jha, "Human Activity Recognition with Video Classification," 2022 4th International Conference on Advances in Computing, Communication Control and Networking (ICAC3N), Greater Noida, India, 2022, pp. 1010-1014, 
  • doi: 10.1109/ICAC3N56670.2022.10074309.
  • S. Singh, S. Malik and R. K. Nath, "Lane and Curve Detection using Deep Learning," 2021 3rd International Conference on Advances in Computing, Communication Control and Networking (ICAC3N), Greater Noida, India, 2021, pp. 331-333,
  • Rajiv Kumar Nath 2007, “Finger Print Recognition Using   Multiple Classifier System”, International Journal of Fractal, Volume: 15 No: 3, pp-273-278.
  • Rajiv Kumar Nath, Dr. S K Deb 2010, “Water-Body Area Extraction from High Resolution Satellite Images-An Introduction, Review, and Comparison”, International Journal of Image Processing, 3(6), 353-372.
  • Rajiv Kumar Nath, Dr. S K Deb 2010, “ON ROAD VEHICLE/OBJECT DETECTION AND TRACKING USING TEMPLATE”, Indian Journal of Computer Science and Engineering, 1(2), 98-107, 2010.
  • Rajiv Kumar Nath, Sanjay Nath, “MINING OF ECG SIGNAL FOR NEW DIAGNOSTIC INFORMATION”, Indian Journal of Computer Science and Engineering, 1(2), 108-113, 2010.
  • Dr. S K Deb, Rajiv Kumar Nath, “Land use/cover classification- An introduction review and comparison”, GJRE, 21(1), 5-16, 2012. 
  • Dr. S K Deb and Rajiv Kumar Nath, “Image Processing for vehicle detection: a review”, International Conference on Image and Vision Computing (ICIVC 2010), Rio De Janerio, Brazil, 29-31, March, 2010.
  • Rajiv Kumar Nath, Indo-Us Workshop On “Emerging Trends In Intelligent Transportation Systems”, Indian Institute Of Technology, Madras, 11-13, Feb, 2010.
  • Rajiv Kumar Nath & Mayuri Rastogi, “A Review on the Offline Handwritten Character Recognition”, International Conference On Computer Science and Engineering (ICCSE - 2012), NAINITAL, INDIA.
  • Pramod Vishwakarma, Yogesh Kumar and Rajiv Kumar Nath, “Data Mining: A Review”, International Conference On Computer Science and Engineering (ICCSE - 2012), NAINITAL, INDIA.
  • Yogesh, Pramod and Rajiv Kumar Nath, “Semi Blind Color Image Watermarking on High Frequency Bandwidth using DWT-SVD, IJERD, vol 4 issue 3, 2013.
  • Yogesh, Pramod and Rajiv Kumar Nath, “Data mining using genetic algorithm (DMUGA”, vol 5 issue 2, 2013.
  • Rajiv Kumar Nath and Mayuri Rastogi, Improving Various Off line Techniques used of handwritten character recognition: a review” IJCA, vol 49 no 18, 2014
  • Pramod Vishwakarma, Yogesh Kumar and Rajiv Kumar Nath, “Data Mining: A Review”, International Conference On Computer Science and Engineering (ICCSE - 2012), NAINITAL, INDIA.
  • Shikha Malik and Rajiv Kumar Nath, Effective execution Time for Processing Large Data, IJETR, pp 2454-4698, 2015
  • Shikha Malik and Rajiv Kumar Nath, Point in Time Analysis-Gathering Big Data Over a small Duration, IJTRA, pp 155-156, 2015
  • Himanshu Tiwari and Rajiv Kumar Nath, Performance Evaluation of LTE and WIMAX network as per USE CASES, IJARCET, 2015
  • Ankita Sachdeva and Rajiv Kumar Nath, “DESIGN A SECURE SCHEME ON      AES BY USING THE FUZZY SETSS”, IJSPR Volume-21, March 2016.
  • Ankita Sachdeva and Rajiv Kumar Nath, “APPLY FUZZIFICATION AND FFT ON AES SCHEME”, IJSCE Volume-25, May 2016.

Certifications

  • Machine Learning Foundations: A Case Study Approach from Coursera
  • Programming for Everybody (Getting Started with Python) from Coursera

Area of Interest

  • Image Processing, Recommender System