Qualification: Ph.D. (IIT, Indore), M.Tech (ISM Dhanbad, now named as IIT-ISM Dhanbad), B.Tech (BIET Jhansi). GATE, and UGC-NET Qualified
Area of Interest: Machine Learning, Image Processing, Optimization, Data Science
Phone No: 8505821983
E-Mail:
Gola Ka Mandir, Gwalior (M.P.) - 474005, INDIA
Ph.: +91-751-2409300, E-mail: director@mitsgwalior.in, Website: www.mitsgwalior.in
Doctor of Philosophy (Ph.D.), Computer Science & Engineering: July 2022
Dec 2022 – Till now
Sep 2021 – Dec 2022
Nov 2015 – June 2021
June 2021 – Sep 2021
Worked on “Mathematical optimization in Image Steganography” with Prof. Marc
Steinbach and Prof. Thomas Wick (also published paper in collaboration).
Nov 2020 – Dec 2020
Worked on “Mathematical optimization in different engineering domain” with Prof.
Marc Steinbach and Prof. Thomas Wick
Nov 2019 – Dec 2019
• Visit Lancaster University for a SPARC sponsored project (Joint project of IIT Indore
and Lancaster University).
June 2018 – Aug 2018
• Visit TU Dresden and worked on a project title “FPGA Grid Partitioning” with Prof.
Dr. Akash Kumar (also published paper in collaboration).
July 2013 – Nov 2015
July 2011 – Jun 2013
Workshop Organized:
Summer Internship Program:
Research Intersnship 2024:
MOOC developed 2023-24: Probability and Statistics
Journals
Journal Paper (Technical Report)
R. Agrawal, K. Ahuja, D. Maheshwari, A. Kumar and M. Bouaziz, “ParaLarH: Parallel FPGA Router
based upon Lagrange Heuristics”, Preprint arXiv:2010.11893, October 2020.
Book Chapter
R. Agrawal, A. A. Shastri, K. Ahuja, A. Perreard and J. Gujral, “An Apache Giraph Implementation of Distributed ADMM for Solving LASSO Problems”, In: A. Tiwari et al. (Eds.). Soft Computing for Problem Solving: Proc. of SocProS’20, Springer, Indore (India), pp 547–556, 2021, doi: 10.1007/978 −981 − 16 − 2712 − 5 44 (book chapter).
Refereed Conference
G. Kitukale, N. A. Shelke, R. Agrawal, N. P. Singh and S. Quamara, "Predicting Knee Osteoarthritis using Deep Neural Network," 2024 IEEE 9th International Conference for Convergence in Technology (I2CT), Pune, India, 2024, pp. 1-6, doi: 10.1109/I2CT61223.2024.10543978.
K. N. Tripathi, J. Patel, R. Agrawal, R. K. Singh and A. Shastri, "An ANOVA Based Analysis of Routing Techniques for Improving QoS in Flying Ad-Hoc Networks (FANETs)," 2024 2nd International Conference on Device Intelligence, Computing and Communication Technologies (DICCT), Dehradun, India, 2024, pp. 524-529, doi: 10.1109/DICCT61038.2024.10532904.
A. S. Jadon, M. Parmar and R. Agrawal, "Hinglish Sentiment Analysis: Deep Learning Models for Nuanced Sentiment Classification in Multilingual Digital Communication," 2024 2nd International Conference on Device Intelligence, Computing and Communication Technologies (DICCT), Dehradun, India, 2024, pp. 318-323, doi: 10.1109/DICCT61038.2024.10533057.
K. Rahul, R. Agrawal and A. K. Pal, “Color image quantization scheme using DBSCAN with K-means algorithm”, In Proceedings of the 1st International Conference on Advanced Computing, Networking, and Informatics (ICACNI 2013), Springer, 1037–1045, 2014, doi: 10.1007/978 − 81 − 322 − 1665 − 0 106.
Posters
• Parallel FPGA Router using Subgradient and Steiner tree, Industry Academia Conclave-2017 (IAC-2017),
IIT Indore, Sep 05-07, 2017.
https://drive.google.com/file/d/10yurmiZp2o4G9gNWNTN5b8aMw-ZDP0ld/view?usp=sharing