Anurag Singh
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Anurag Singh |
Research Summary
I study the structure and dynamics of large networks, with a particular emphasis on information propagation and information control over it with and without Community Structure. I also study the modelling of large dynamic communication networks and its performance. Link prediction in monoplex and multiplex networks.
Areas of Interest
Machine Learning, Intelligent Transportation System, Federated Learning, Video Analysis, Video Captioning, Networks, Network Reconstruction, Social Network Analysis, Complex Networks, Graph Spectra, Time Varying Networks, Recommender Systems, Opinion Dynamics, Data Analytics, Mathematical Modeling of Epidemic Spreading, Efficient routing in Communication Networks.
Teaching and Mentoring
I have teaching experience at both undergraduate and graduate level. Initially, I was a lecturer at Ajay Kumar Garg Engineering College, Ghaziabad, India and assistant professor at Maharaja Agrasen Institute of Technology, Delhi, India. Later, as a teaching assistant and tutor during my Ph.D. at Indian Institute of Technology Kanpur, India and Indian Institute of Technology Rajasthan, India. After my Ph.D. I had joined PDPM Indian Institute of Information Technology, Manufacturing and Design, Jabalpur, India and later at National Institute of Technology Delhi, India. I have taught courses ranging from the introductory level to specialized courses in computer science and engineering and Mathematics. Currently, I am mentoring graduate, master and undergraduate students at National Institute of Technology Delhi India. In addition, I am supervising Ph.D. students in NIT Delhi India.
Research Areas
Information dynamics in correlated and uncorrelated Complex networks, Inoculation of nodes in Complex Networks, Dynamics on Networks using the community structure of Complex Networks, Epidemic modeling over human contact networks, Data Analytics, Video Captioning, Network Reconstruction
Recent Publications
- Prasad, R., Kumar, P., Singh, A., Sunil, A., Kumar, A., & Patra, A. (2025). Trend analysis of extreme wind and wave height at key port locations along the Indian coastline. Thalassas: An International Journal of Marine Sciences, 41(1), 1-23.
- Singhal, A. K., Manhas, S., & Singh, A. (2025). Beyond the traditional models: a network reconstruction based model for predicting and analysing individual health status. Computing, 107(1), 1-21.
- Singhal, A. K., & Singh, A. (2024). Mapping health pathways: A network analysis for improved illness prediction. Concurrency and Computation: Practice and Experience, e8301.
- Kumar, Pankaj, Singh, Anurag, and Ajay K. Sharma. "Identification of influential vertices in complex networks: A hitting time -based approach." Journal of Concurrency and Computation: Practice and Experience e8031 (2024).
- V. Sharma, A. Singh and S. Gaito, "Object Centered Video Captioning using Spatio-temporal Graphs," 2024 IEEE International Conference on Interdisciplinary Approaches in Technology and Management for Social Innovation (IATMSI), Gwalior, India, 2024.
- A. Singh, P. Singh, V. Sharma, D. Tyagi, N. Pandey and B. Vaid, "Palanam: A Deep Learning Based Childhood Defense System," 2024 16th International Conference on COMmunication Systems & NETworkS (COMSNETS), Bengaluru, India, 2024, pp. 273-275
- V. Sharma, A. Singh and S. Gaito, "Video Captioning using Spatio-temporal Graphs: An Encoder-Decoder Approach," 2024 16th International Conference on COMmunication Systems & NETworkS (COMSNETS), Bengaluru, India, 2024, pp. 424-426.
- A. K. Singhal, S. Manhas and A. Singh, "Health Prediction Using Network Reconstruction Based Model," 2024 16th International Conference on COMmunication Systems & NETworkS (COMSNETS), Bengaluru, India, 2024, pp. 409-411.
