Dr. Dhirendra Pratap Singh
Associate Professor
Google Scholar: https://scholar.google.co.in/citations?user=aB5sFVUAAAAJ
Scopus: https://www.scopus.com/authid/detail.uri?authorId=57191243611
ORCID: https://orcid.org/0000-0001-5519-3928
Vidwan: https://vidwan.inflibnet.ac.in/profile/61724
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U.G |
Machine Learning |
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Principles of Programming Languages |
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Parallel and Distributed Algorithms |
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Heterogeneous Computing (GPU Computing) |
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Image Processing |
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Data Structures |
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Database Management System |
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Unix Internals and Shell Programming |
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Distributed Database |
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P.G |
Machine Learning and Deep Learning |
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Graph Theory and Algorithms |
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Distributed System |
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TCP/IP |
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Organization |
Start Date |
End Date |
Designation |
Nature of Work |
| Maulana Azad National Institute of Technology Bhopal | 24/12/2024 | Till Date | Associate Professor |
Teaching and Research |
| Maulana Azad National Institute of Technology Bhopal | 28/12/2018 | 23/12/2024 | Assistant Professor Grade I |
Teaching and Research |
| Maulana Azad National Institute of Technology Bhopal | 15/07/2010 | 27/12/2018 | Assistant Professor Grade II | Teaching and Research |
| NIIT Tech. Ltd. (Now Coforge ltd.) | 09/07/2007 | 14/07/2010 | Senior Software Developer | Software Development |
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Name of the Student |
Topic |
Year of Award |
Co-Supervisor (if any) |
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Sumit Kumar Gupta |
Efficient Community Detection Algorithms for Large Networks |
2023 |
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Mohit Kushwaha |
Construction of realistic human 3D model from a single 2Dimage using lifting transformation |
2025 |
Dr. Jaytrilok Choudhary |
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Vandana Shakya |
Assessment of Security and Vulnerability of Wireless Network through Reinforcement Learning |
2025 |
Dr. Jaytrilok Choudhary |
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Nikhil Nigam |
Framework to Optimize the Traffic Signal for Intelligent Traffic Management System through Spatial Occupancy |
2025 |
Dr. Jaytrilok Choudhary |
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Madhvi Patel |
Improved image captioning with integration of context-aware attention mechanism |
Ongoing |
Dr. Jaytrilok Choudhary |
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Vinod Mahor |
Privacy-Preserving AI Framework for Suspicious Activity Recognition |
Ongoing |
Dr. Jaytrilok Choudhary |
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Ayushi Priya |
Ensemble Band Selection Approach for Remote Sensing Land Use Land Classification |
Ongoing |
Dr. Manish Pandey |
| Kamal Kishor More | Course Work | Ongoing |
Dr. Jaytrilok Choudhary |
| Raju Sharma | Plant Disease Classification approaches based on Federated leaning |
Ongoing (Part Time) |
Dr. Manish Pandey |
| Atesh Kumar | Course Work |
Ongoing (Part Time) |
Dr. Manish Pandey |
| Monika Kudopa | Course Work |
Ongoing (Part Time) |
Dr. Jaytrilok Choudhary |
| Swati Shrivastava | Course Work |
Ongoing (Part Time) |
Dr. Ramesh Kumar Thakur |
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Title |
Sponsoring Agency |
Duration |
Amount |
Co-PI (if any) |
| Estimation of Technical Losses in Distribution Network of MPMKVVCL Bhopal | MPMKVVCL , Madhya Pradesh | 1.5 Years | 13.5 Lakhs | Dr. Mukesh Kirar and Priyanka Paliwal |
| Promoting Awareness of STEM activities, Artificial Intelligence, Machine Learning, Internet of Things and Aeromodelling among the students in Tribel Schools of Madhya Pradesh | MPCOST, Bhopal, Madhya Pradesh | 1 years | 2.2 Lakhs | Dr. Sunder Lal Pal, and Dr, Jaytrilok Choudhary |
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Title |
Sponsoring Agency |
Duration |
Amount |
Co-Investigator (if any) |
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Authors |
Title |
Journal |
VOL. NO., PAGE NO |
YEAR |
SCI/ Scopus |
IMPACT FACTOR |
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Praveen Likhar, Sumit Kumar Gupta, Jaytrilok Choudhary & Dhirendra Pratap Singh |
Delving deep: DDoS attack resilience through deep learning approaches” |
Knowledge and Information Systems |
68, 19 |
2026 |
SCIE |
3.1 |
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Nikhil Nigam, Dhirendra Pratap Singh, Jaytrilok Choudhary |
Improved Twin Actor Twin Delayed Deep Deterministic Policy Gradient with Spatial Occupancy for Traffic Signal Control System |
Concurrency and Computation: Practice and Experience |
38, no. 1 |
2026 |
SCIE |
1.5 |
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Ayushi Priya, Dhirendra Pratap Singh and Manish Pandey |
Hierarchical Adaptive Self Attention Guided Ensemble Band Selection Approach for Remote Sensing Land Use Land Classification |
IEEE Geoscience and Remote Sensing Letters |
vol. 23, pp. 1-5 |
2026 |
SCIE |
4.4 |
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Madhvi Patel, Pranay Deepak Reddy Vaka, Dhirendra Pratap Singh, Jaytrilok Choudhary |
Enhanced image captioning with advanced context-aware object relational model |
Discover Computing |
28, 337 |
2025 |
SCIE |
3.2 |
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Rahul Haripriya; Nilay Khare; Manish Pandey; Shrijal Patel; Jaytrilok Choudhary; Dhirendra Pratap Singh |
Optimising Fault tolerance and Latency of Federated learning using Edge Servers and Pre-trained model |
IEEE Access |
vol. 13, pp. 158737-158750 |
2025 |
SCIE |
3.4 |
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Nikhil Nigam, Dhirendra Pratap Singh, Jaytrilok Choudhary |
An Efficient Model for Real-Time Traffic Density Analysis and Management Using Visual Graph Networks |
IEEE Access |
vol. 13, pp. 140413-140439 |
2025 |
SCIE |
3.4 |
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Nikhil Nigam, Dhirendra Pratap Singh, Jaytrilok Choudhary |
PVD-GSTPS: design of an efficient parallel vehicle detection based green signal time prediction system |
Discov Computing |
28 |
2025 |
SCIE |
3.2 |
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Rahul Haripriya; Nilay Khare; Manish Pandey; Shrijal Patel; Jaytrilok Choudhary; Dhirendra Pratap Singh |
FWFA: Fairness-Weighted Federated Aggregation for Privacy-Aware Decision Intelligence |
IEEE Access |
vol. 13, pp. 120417-120436 |
2025 |
SCIE |
3.4 |
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Rahul Haripriya, Jaytrilok, Dhirendra Singh, Surendra Solanki |
Federated Learning for Privacy-Preserving Severity Classification in Healthcare: A Secure Edge-Aggregated Approach |
IEEE Access |
vol. 13, pp. 102339-102358 |
2025 |
SCIE |
3.4 |
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Mohit Kushwaha, Jaytrilok Choudhary, Dhirendra Pratap Singh |
3DPSR: An innovative approach for pose and shape refinement in 3D human meshes from a single 2D image”, Image and Vision Computing |
Image and Vision Computing |
152 |
2024 |
SCIE |
4.2 |
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Mohit Kushwaha, Jaytrilok Choudhary and Dhirendra Pratap Singh |
3DPMesh: An enhanced and novel approach for the reconstruction of 3D human meshes from a single 2D image |
Computers & Graphics |
119 |
2024 |
SCIE |
2.5 |
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Vandana Shakya, Jaytrilok Choudhary, and Dhirendra Pratap Singh |
IRADA: integrated reinforcement learning and deep learning algorithm for attack detection in wireless sensor networks” |
Multimedia Tools and Applications |
83, 71559–71578 |
2024 |
SCIE |
3.6 |
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Vandana Shakya, Jaytrilok Choudhary, and Dhirendra Pratap Singh |
An advanced actor critic deep reinforcement learning technique for gamification of WiFi environment |
Wireless Network |
30, 7239–7256 |
2024 |
SCIE |
3.0 |
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Gaurav Jain, Dhirendra Pratap Singh and Jaytrilok Choudhary |
Flynet–Neural Network Model for Automatic Building Detection from Satellite Images |
Journal of the Indian Society of Remote Sensing |
51, pages 1441–1456 |
2023 |
SCIE |
2.5 |
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Mohit Kushwaha, Jaytrilok Choudhary, Dhirendra Pratap Singh |
Enhancement of human 3D pose estimation using a novel concept of depth prediction with pose alignment from a single 2D image |
Computers & Graphics UK |
107, pages 172-185 |
2023 |
SCIE |
2.5 |
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Nikhil Nigam, Dhirendra Pratap Singh, and Jaytrilok Choudhary |
A Review of Different Components of the Intelligent Traffic Management System (ITMS) |
Symmetry |
15(3), pages 583 |
2023 |
SCIE |
2.7 |
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Sumit Kumar Gupta, Dhirnedra Pratp Singh |
Seed Community Identification Framework for Community Detection over Social Media |
Arabian journal for science and engineering |
48, pages 1829–1843 |
2022 |
SCIE |
2.9 |
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Sumit Kumar Gupta, Dhirnedra Pratp Singh and Jaytrilok Choudhary |
A review of clique-based overlapping community detection algorithms |
Knowledge and information system |
64, pages 2023–2058 |
2022 |
SCIE |
2.7 |
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Shailesh Kumar Thakur, Dhirnedra Pratp Singh and Jaytrilok Choudhary |
Lung cancer identification: a review on detection and classification |
Cancer Metastasis Reviews |
39, pages 989–998 |
2020 |
SCIE |
9.2 |
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Sumit Gupta and Dhirendra Pratap Singh |
Recent trends on community detection algorithms: A survey |
Modern Physics Letters B |
34(35), pages 2050408 |
2020 |
SCIE |
1.9 |
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Dhirendra Pratap singh and Nilay Khare |
Parallel Batch Dynamic Single Source Shortest Path Algorithm and Its Implementation on GPU based Machine |
The International Arab Journal of Information Technology, Elsevier |
16(2), pages 217-225 |
2019 |
SCIE |
1.2 |
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Jaytrilok Choudhary, Deepak Singh Tomar and Dhirendra Pratap Singh |
An Efficient Hybrid user profile based Web Search Personalization through Semantic Crawler |
National Academy Science Letters (Springer), |
42, pages 105–108 |
2019 |
SCIE |
1.1 |
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Dhirendra Pratap Singh, Ishan Joshi, and Jaytrilok Choudhary |
Survey of GPU Based Sorting Algorithms |
International Journal of Parallel Programming |
46 (6), pages 1017-1034 |
2018 |
SCIE |
1.5 |
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J Choudhary, P Balasubramanian, DM Varghese, Dhirendra Pratap Singh, D Maskell |
Generalized Majority Voter Design Method for N-Modular Redundant Systems Used in Mission-and Safety-Critical Applications |
Computers. MDPI, |
8(1) |
2019 |
Scopus |
2.8 |
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Sumit Gupta and Dhirendra Pratap Singh |
Greedy Graph Coloring Algorithm Based on Depth First Search |
International Journal On Emerging Technologies |
11 (2), pages 854-862 |
2020 |
Scopus |
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Dhirendra Pratap Singh and Nilay Khare |
Modified Dijkstra’sAlgorithm for Dense Graphs on GPU using CUDA |
Indian Journal of Science and Technology |
9(33) |
2016 |
Scopus |
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Dhirendra Pratap Singh and Nilay Khare |
Efficient Parallel Implementation of Single Source Shortest Path Algorithm on GPU Using CUDA |
International Journal of Applied Engineering Research |
11(4) pages 2560-2567 |
2016 |
Scopus |
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Title |
Year |
Agency |
Co-Investigator(if any) |
Published/Granted |
| Internet of Things (loT) based system and method for monitoring traffic and controlling traffic signals using machine learning | 2022 | AUSTRALIAN PATENT OFFICE |
Rachana Dubey, Ratnesh Dubey, Bharti Gupta, Sadhana Mishra, Sumit Gupta,Shubha Mishra |
Granted |
