Email: pksingh@iiitm.ac.in
Address:
D Block -108, ABV-IIITM, Morena Link Road, Gwalior-474015 (M.P.)
Prof. Pramod Kumar Singh is a Professor in the Department of Computer Science and Engineering, ABV- Indian Institute of Information Technology, Gwalior.
Email ID: pksingh@iiitm.ac.in.
Area of specialization(s): Nature-Inspired Computing, Evolutionary Multi-Objective Optimization, Data Mining, Machine/Deep Learning, Natural Language Processing, and Health Informatics.
Number of Ph.D. students Completed 06, Ongoing 02,
Number of M. Tech. students Completed 102; Ongoing 04,
Number of publications: Journals 35; Conferences 60,
Impact of publications: H-index 21; i10 index 35,
Number of projects/consultancies Completed 06; Ongoing 02,
Number of keynote/invited Talks delivered 50, Number of books/edited books/book chapters: 10
Administrative information Dean of Faculty Affairs 10 Months, Dean of Academic Affairs : 09 Month , Chairman/member of committees: 10
Office: 201, Block-V, ABV-IIITM
|
Degree |
Year |
Subject |
University/Institution |
|
Ph.D. |
2008 |
Computer Science and Engineering |
Indian Institute of Technology Kharagpur, WB, India |
|
M. Tech. |
1998 |
Computer Science and Engineering |
Indian Institute of Technology Kharagpur, WB, India |
|
B. Tech. |
1989 |
Computer Science and Engineering |
Kamla Nehru Institute of Technology Sultanpur, UP, India |
Nature-Inspired Computing, Evolutionary Multi-Objective Optimization, Data Mining, Machine/Deep Learning, Natural Language Processing, and Health Informatics.
1. A. Arora, Neetesh Kumar and P. K. Singh, “Multi-Agent Deep Reinforcement Learning for Efficient Vehicular Mobility via Federated Fog Computing”, ACM Transactions on Cyber-Physical Systems, [Accepted].
2.M. Kumar, A. Kishor, P. K. Singh and K. Dubey, "Deadline-aware Cost and Energy Efficient Offloading in Mobile Edge Computing," IEEE Transactions on Sustainable Computing, Volume 9, No. 5, Pages 778-789, Sept-Oct 2024, (SCIE, IF: 3.9000, ISSN: 2377-3782) DOI: https://doi.org/10.1109/TSUSC.2024.3381841.
3.Ankush Jain, Garima Jain, Surendra Nagar, P. K. Singh, and Joydip Dhar, “Rating Distribution-Aware Deep Cognitive Convolution Matrix Factorization for Recommendation Systems”, Arabian Journal for Science and Engineering, August 2024. (SCIE, IF: 2.5000, ISSN: 2191-4281) DOI: https://doi.org/10.1007/s13369-024-09361-3
4. F. O. Isinkaye and M. O. Olusanya and P. K. Singh, “Deep learning and content-based filtering techniques for improving plant disease identification and treatment recommendations: a comprehensive review”, Heliyon, e29583, April 2024. (SCIE, IF: 4.0000, ISSN: 2405-8440) DOI: https://doi.org/10.1016/j.heliyon.2024.e29583
5. Suneera C. M., J. Prakash, and P. K. Singh, “Question answering over knowledge graphs using BERT based relation mapping”, Expert Systems, Volume 40, Issue 10, Article e13456, December 2023. (SCIE, IF: 3.3000, ISSN: 1468-0394) DOI: https://doi.org/10.1111/exsy.13456.
6. Archana S.M., J. Prakash, P. K. Singh, and W. Ahmed, "An Effective Biomedical Named Entity Recognition by Handling Imbalanced Data Sets Using Deep Learning and Rule-Based Methods", Springer Nature Computer Science, Volume 4, Article 650, August 2023. (Scopus, IF: xx.xx, ISSN: 2661-8907). DOI: https://doi.org/10.1007/s42979-023-02068-6
7. Nitin Mishra, Puneet Kumar Himthani, and P. K. Singh, “StaC: Stacked chaining for multi-label classification”, Expert Systems with Applications, Volume 219, Article 119699, June 2023. (SCI, IF: 8.665, ISSN: 0957-4174) DOI: https://doi.org/10.1016/j.eswa.2023.119699
8.Surendra Nagar, Ankush Jain, P. K. Singh, and Ajay Kumar, “Structural similarity-based Bi-representation through true noise level for noise-robust face super-resolution”, Multimedia Tools and Applications, Volume 82, Pages 26255–26288, January 2023. (SCI, IF: 2.577, ISSN: 1573-7721) DOI: https://doi.org/10.1007/s11042-022-14325-6
9. Ankush Jain, Surendra Nagar, P. K. Singh, and Joydip Dhar, “A hybrid learning-based genetic and grey-wolf optimizer for global optimization”, Soft Computing, Volume 27, Pages 4713–4759, November 2022. (SCI, IF: 3.732, ISSN: 1433-7479) DOI: https://doi.org/10.1007/s00500-022-07604-9
10. Nitin Mishra, Aditya Singh, and P. K. Singh, “Multi-label personality trait identification from text”, Multimedia Tools and Applications, Volume 81, Pages 21503-21519, March 2022. (SCI, IF: 2.757, ISSN: 1573-7721) DOI: https://doi.org/10.1007/s11042-022-12548-1
Computational Intelligence and Data Mining Lab
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SN |
Client / Organization’s name |
Title of Project |
Duration of Project |
Amount of Grant |
|
1 |
Ministry of Education, GoI, India |
Unifying Goals in Smart EV Charging through Game Theory and Multi-Objective Optimization |
01 Apr 2024 – 31 March 2025 (02 Years 00 Month) |
Rs.89.52 Lakhs |
|
2 |
C3iHUB, IIT Kanpur, UP, India |
A Scalable Consensus and Energy Efficient Blockchain Enabled Healthcare System |
01 Apr 2024 – 31 March 2025 (02 Years 00 Month) |
Rs. 18.16 Lakhs |
|
3 |
ABV-IIITM Gwalior, MP, India |
A Techno-Economic System Development for Smart Electric Vehicle Charging Solution |
22 March 2023 – 21 March 2025 (02 Years 00 Month) |
Rs. 04.70 Lakhs |
|
4 |
ABV-IIITM Gwalior, MP, India |
Virtual Lab on Data Structure and Algorithms |
13 Nov 2020 – 12 Nov 2022 (02 Years 00 Month) |
Rs. 04.30 Lakhs |
|
5 |
ABV-IIITM Gwalior, MP, India |
Behavior of Many-Objective Optimization: An Investigation of Effects of Scalability of Objectives |
01 February 2011 -31 January 2013 (02 Years 00 Month) |
Rs. 08.00 Lakhs |
|
SN |
Client /Organization’s name |
Nature of Assignment |
Duration of Assignment |
|
|
1 |
Gujrat Energy Training and Research Institute (GETRI) |
Training in Advancements in Information Technology and Data Science |
June 2023 – July 2023 (00 Years 01 Month) |
|
|
2 |
MPED Government of MP, India |
Computerization of Madhya Pradesh Excise Department (MPED) |
June 2008 – December 2018 (10 Years 06 Months) |
|
|
3 |
Directorate of Technical Education (Punjab), Chandigarh, India |
Modernization of Government Polytechnics of Punjab |
February 1998 – June 1999 (01 Year 04 Months) |
|
