Dr Vishal Krishna Singh
-
Email
v.k.singh@essex.ac.uk -
Location
Colchester Campus
-
Academic support hours
My Academic Support Hour is given as follows: 2:00 PM–3:00 PM on Wednesday at my office, 4B.528. 2:00 PM–3:00 PM on Friday via Zoom. The Zoom link for my personal meeting room is https://essex-university.zoom.us/my/vishalksingh. Please wait in the waiting room until I can admit you.
Profile
Biography
Dr. Vishal Krishna Singh has joined the Communication and Networks Research Group at School of Computer Science and Electronic Engineering, University of Essex, Colchester Campus. Dr. Singh joins the University of Essex from the Indian Institute of Information Technology, where he was working as an Assistant Professor and was the Head of Wireless Communications and Analytics Research Lab. Dr. Singh received his bachelor’s degree in Information Technology, in 2010, master’s degree in Computer Technology and Application from National Institute of Technical Teachers' Training and Research, Bhopal, India, in 2013, and PhD degree in Information Technology from Indian Institute of Information Technology, Allahabad, India, in 2018. His research interests include Internet of things, Wireless Sensor Networks, In-Network Inference, Machine Learning and Data Analytics.
Qualifications
-
Ph.D Indian Institute of Information Technology, (2018)
Appointments
University of Essex
-
Lecturer, School of Computer Science and Electronics Engineering, University of Essex (14/9/2023 - present)
Other academic
-
Assistant Professor, Computer Science, Indian Institute of Information Technology (16/10/2018 - 8/9/2023)
Research and professional activities
Research interests
Internet of Things
Machine Learning
Wireless Sensor Networks
Application Areas of ML in IoT and WSNs
Teaching and supervision
Current teaching responsibilities
-
Introduction to Artificial Intelligence (CE213)
Publications
Journal articles (21)
Tripathi, G., Singh, VK., Sharma, V. and Vinodbhai, MV., (2024). Weighted Feature Selection for Machine Learning Based Accurate Intrusion Detection in Communication Networks. IEEE Access. 12, 20973-20982
Vaish, P., Anand, N., Singh, VK. and Sharma, G., (2024). Applications hosting over cloud-assisted IOT: a productivity model and method defining accessibility of data security. The Journal of Supercomputing. 80 (4), 5540-5564
Verma, S. and Singh, VK., (2024). Multi-sensor fusion for real-time object tracking. Multimedia Tools and Applications. 83 (7), 19563-19585
Agarwal, G., Jindal, K., Chowdhury, A., Singh, VK. and Pal, A., (2024). Image and Video Captioning for Apparels Using Deep Learning. IEEE Access. 12, 113138-113150
Singh, VK., Tripathi, G., Ojha, A., Bhardwaj, R. and Raza, H., (2023). Graph Laplacian for Heterogeneous Data Clustering in Sensor-Based Internet of Things. IETE Journal of Research. 70 (3), 2615-2627
Tripathi, G., Singh, VK. and Chaurasia, BK., (2023). An Energy-Efficient Heterogeneous Data Gathering for Sensor-Based Internet of Things. Multimedia Tools and Applications. 82 (27), 42593-42616
Shivhare, A., Singh, VK. and Kumar, M., (2023). Event Detection Using the User Context in Sensor Based IoT. Wireless Networks. 29 (6), 2577-2589
Singh, VK., Singh, C. and Raza, H., (2022). Event Classification and Intensity Discrimination for Forest Fire Inference With IoT. IEEE Sensors Journal. 22 (9), 8869-8880
Shivhare, A., Singh, VK. and Kumar, M., (2020). Anticomplementary Triangles for Efficient Coverage in Sensor Network-Based IoT. IEEE Systems Journal. 14 (4), 4854-4863
Shukla, A., Singh, VK. and Kalra, M., (2020). Multimodal Device Clustering Using Mobile Agent for Correlation in Sensor-Based IoT. AD HOC & SENSOR WIRELESS NETWORKS. 48 (1-2), 121-144
Singh, VK., Nathani, B. and Kumar, M., (2020). WEED-MC: Wavelet Transform for Energy Efficient Data Gathering and Matrix Completion. IEEE Transactions on Parallel and Distributed Systems. 31 (5), 1066-1073
Singh, VK., Kumar, M. and Verma, S., (2019). Node Scheduling and Compressed Sampling for Event Reporting in WSNs. IEEE Transactions on Network Science and Engineering. 6 (3), 418-431
Singh, VK., Kumar, M. and Verma, S., (2019). Accurate Detection of Important Events in WSNs. IEEE Systems Journal. 13 (1), 248-257
Singh, VK., Singh, VK. and Kumar, M., (2019). Network Health Monitoring of WSNs Using Node Loss Rate Calculations. Wireless Personal Communications. 108 (1), 253-268
Singh, VK. and Kumar, M., (2018). A Compressed Sensing Approach to Resolve The Energy Hole Problem in Large Scale WSNs. Wireless Personal Communications. 99 (1), 185-201
Singh, VK. and Kumar, M., (2018). In-network Data Processing in Wireless Sensor Networks using Compressed Sensing. International Journal of Sensor Networks. 26 (3), 174-174
Singh, VK., Verma, R. and Kumar, M., (2017). Energy Efficient Event Detection Using Probabilistic Inference in Wireless Sensor Networks. IETE Journal of Research. 63 (6), 834-844
Singh, VK., Singh, VK. and Kumar, M., (2017). In-Network Data Processing Based on Compressed Sensing in WSN: A Survey. Wireless Personal Communications. 96 (2), 2087-2124
Singh, VK., Verma, R. and Kumar, M., (2017). Voronoi Neighbor Based Energy Efficient Event Detection in Wireless Sensor Networks. AEU - International Journal of Electronics and Communications. 82, 358-367
Singh, VK., Sharma, G. and Kumar, M., (2017). Compressed Sensing Based Acoustic Event Detection in Protected Area Networks with Wireless Multimedia Sensors. Multimedia Tools and Applications. 76 (18), 18531-18555
Singh, VK. and Kumar, M., (2016). Hierarchical Compressed Sensing for Cluster Based Wireless Sensor Networks. INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS. 7 (2), 58-67
Conferences (4)
Singh, VK., Rai, AK. and Kumar, M., (2017). Sparse Data Recovery using Optimized Orthogonal Matching Pursuit for WSNs
Singh, VK., Verma, S. and Kumar, M., (2016). Privacy Preserving In-network Aggregation in Wireless Sensor Networks
Singh, VK., Singh, A. and Kumar, M., (2015). Data Aggregation Based Link Loss Inference in Wireless Sensor Networks
Singh, VK., Mathai, KJ. and Singh, S., (2014). Fingerprint Segmentation: Optimization of a Filtering Technique with Gabor Filter
Contact
Academic support hours:
My Academic Support Hour is given as follows: 2:00 PM–3:00 PM on Wednesday at my office, 4B.528. 2:00 PM–3:00 PM on Friday via Zoom. The Zoom link for my personal meeting room is https://essex-university.zoom.us/my/vishalksingh. Please wait in the waiting room until I can admit you.
Follow me on social media
