Indian Institute of Information Technology, Lucknow
भारतीय सूचना प्रौद्योगिकी संस्थान, लखनऊ
(An Institute of National Importance by the Act of Parliament)

[email protected]
Lucknow, India

Dr. Vishal Krishna Singh

Faculty In-Charge Training And Placements

Research Interests

  • Machine Learning
  • Wireless Sensor Networks
  • In-network Inference
  • Data Mining
  • Database Management
  • Data Analytics
  • Internet of Things

Ongoing Projects

  • "Machine Learning for In-network Performance Optimization of Wireless Sensor Networks and Internet of Things" under GCRF Pump Priming ProjectRecently Accepted
  • "Unravelling the Forest Fires in Lower Himalayan Forests: A Comprehensive Study of Indian Forest Regions of Uttarakhand using IoT Technology" under GCRF Pump Priming ProjectOngoing
  • "Fabrication and Characterization of Inorganic Ferroelectric Thin Films for Energy Applications" under “TEQIP Collaborative Research Scheme”Ongoing

Latest Achievements

  • "Anubhav Shivhare, Vishal Krishna Singh and Manish Kumar, "Anticomplementary Triangles for Efficient Coverage in Sensor Network-Based IoT," (2020) in IEEE Systems Journal, doi: 10.1109/JSYST.2020.2967838."
  • Vishal Krishna Singh, Bhoomika Nathani, and Manish Kumar. “WEED-MC: Wavelet Transform for Energy Efficient Data Gathering and Matrix Completion.” (2019) accepted for publication in IEEE Transactions on Parallel and Distributed Systems (SCI) (Impact Factor- 3.402)
  • Vishal Krishna Singh, Vivek Kumar Singh, and Manish Kumar. "Network Health Monitoring of WSNs Using Node Loss Rate Calculations." (2019) accepted for publication in Wireless Personal Communications (SCI) (Impact Factor- 0.951), Springer Publications
  • Vishal Krishna Singh, Manish Kumar and Shekhar Verma. ‘Node Scheduling and Compressed Sampling for Event Reporting in WSNs (2018)’ accepted for publication in in IEEE Transactions on Network Science and Engineering. IEEE
  • Vishal Krishna Singh and Manish Kumar. ‘In-network Data Processing in Wireless Sensor Networks Using Compressed Sensing’ (2016). DOI: 10.1504/IJSNET.2016.10001449. Forthcoming articles: International Journal of Sensor Networks. (Impact Factor- 0.454),Inder Science Publishers

Education

  • Doctorate of Philosophy in Information Technology (Ph.D) Thesis Title: In-network Inference in Wireless Sensor Networks. Institute: Indian Institute of Information Technology, Jhalwa, Allahabad
  • Master of Technology in Computer Technology and Applications (M. Tech.) Thesis Title: Segmentation of Low Quality Fingerprint Images by Optimizing a Filtering Technique Institute: National Institute of Technical Teachers Training and Research, Bhopal, Madhya Pradesh

Experience

Technical Committee Member
  • UP Section Conference on Electrical, Computer and Electronics (UPCON) 2015. Indian Institute of Information Technology, Allahabad
  • Computational Intelligence Workshop (CIW) 2014. Indian Institute of Information Technology, Allahabad
  • Workshop on Machine Learning and Data Analytics 2017. Indian Institute of Information Technology, Allahabad

Experience

Reviewer for
  • IEEE Transactions on Parallel and Distributed Systems
  • IEEE Transactions on Network Science and Engineering
  • IEEE Systems Journal

Teaching

  • Discreet Mathematics
  • Design and Analysis of Algorithms
  • Data Mining and Warehousing
  • Operating Systems
  • System Modelling and Simulations
  • Information Retrieval Systems

Invited Talks

  • Keynote speaker in FDP on "Emerging Trends in Networking" Organized by Centre for Advanced Studies AKTU Lucknow on 26th June 2019.
  • Keynote speaker in FDP on "Artificial Intelligence” sponsored by AICTE Training and Learning (ATAL) Academy, organized by Motilal Nehru National Institute of Technology, Allahabad, on 5 October 2020.
  • Keynote speaker in Online FDP on Machine Learning and Intelligent Systems,” sponsored by AICTE Training and Learning (ATAL) Academy, organized by Rajkiya Engineering College, Kannauj on 07 October, 2020.
  • Keynote speaker in FDP on " ‘Data Sciences for IoT ” sponsored by AICTE Training and Learning (ATAL) Academy, organized by Indian Institute of Information Technology, Allahabad, on 9 October 2020.
  • Keynote speaker in “International Symposium on Recent Advancements in Information and Communication Technology- RAICT 20”, organized by Integral University, Lucknow, on 5th November 2020.

Research Publications

Journals
  • Ankita Shukla, Vishal Krishna Singh and Mala Kalra. "Multimodal Device Clustering Using Mobile Agent for Correlation in Sensor-Based IoT." Adhoc & Sensor Wireless Networks 48 (2020) (SCI expanded - Impact Factor - 0.948).
  • "Anubhav Shivhare, Vishal Krishna Singh and Manish Kumar, "Anticomplementary Triangles for Efficient Coverage in Sensor Network-Based IoT," (2020) in IEEE Systems Journal, doi: 10.1109/JSYST.2020.2967838."
  • Vishal Krishna Singh, Bhoomika Nathani, and Manish Kumar. “WEED-MC: Wavelet Transform for Energy Efficient Data Gathering and Matrix Completion.” (2019) accepted for publication in IEEE Transactions on Parallel and Distributed Systems (SCI) (Impact Factor- 3.402),
  • Vishal Krishna Singh, Vivek Kumar Singh, and Manish Kumar. "Network Health Monitoring of WSNs Using Node Loss Rate Calculations." (2019) accepted for publication in Wireless Personal Communications (SCI) (Impact Factor- 0.951), Springer Publications
  • Vishal Krishna Singh, Manish Kumar and Shekhar Verma, "Accurate Detection of Important Events in WSNs" (2018) in IEEE Systems Journal (SCI) (Impact Factor-3.854), vol. PP, no. 99, pp. 1-10. Doi: 10.1109/JSYST.2017.2783353
  • Vishal Krishna Singh, Manish Kumar, and Shekhar Verma. "Node Scheduling and Compressed Sampling for Event Reporting in WSNs." In IEEE Transactions on Network Science and Engineering (2018), Doi: 10.1109/TNSE.2018.2799845
  • Vishal Krishna Singh and Manish Kumar ‘In-network Data Processing in Wireless Sensor Networks Using Compressed Sensing’, Int. J. Sensor Networks (2018), Vol. 26, No. 3,pp.174–189. (SCI) (Impact Factor- 0.454), Inder Science Publishers
  • Vishal Krishna Singh and Manish Kumar. ‘A Compressed Sensing Approach to Resolve the Energy Hole Problem in Large Scale WSNs’ (2017). DOI:https://doi.org/10.1007/s11277-017-5047-9. Wireless Personal Communications, (SCI) (Impact Factor- 0.951), Springer Publications
  • Vishal Krishna Singh, Gajendra Sharma, and Manish Kumar. "Compressed Sensing Based Acoustic Event Detection in Protected Area Networks with Wireless Multimedia Sensors." Multimedia Tools and Applications (SCI) (Impact Factor- 1.530) 76, no. 18 (2017): 18531-18555
  • Vishal Krishna Singh, Rahul Verma, and Manish Kumar. ‘Voronoi Neighbour Based Energy Efficient Event Detection in Wireless Sensor Networks.’ AEU-International Journal of Electronics and Communications 82 (2017): 358-367. (SCI) (Impact Factor- 1.147), Elsevier Publications
  • Vishal Krishna Singh, Rahul Verma and Manish Kumar. ‘Energy Efficient Event Detection Using Probabilistic Inference in Wireless Sensor Networks’ (2017). DOI: http://dx.doi.org/10.1080/03772063.2017 .1329637. IETE Journal of Research. (SCI) (Impact Factor- 0.909), Taylor and Francis Publications
  • Vishal Krishna Singh, Vivek Kumar Singh and Manish Kumar. ‘In-Network Data Processing Based on Compressed Sensing in WSN: A Survey’ (2017). Wireless Personal Communications 96, no. 2 (2017): 2087-2124. (SCI) (Impact Factor- 0.951), Springer Publications.
  • Vishal Krishna Singh, Manish Kumar, 2016. Hierarchical Compressed Sensing for Cluster Based Wireless Sensor Networks. International Journal of Advanced Computer Science Applications, 1(7), pp.58-67

Conferences

  • Vishal Krishna Singh, Ankur Kumar Rai, and Manish Kumar. "Sparse data recovery using optimized orthogonal matching pursuit for WSNs." Procedia Computer Science 109 (2017): 210-216. 8th International Conference on Ambient Systems, Networks and Technologies, ANT-2017
  • Vishal Krishna Singh, Saurabh Verma, Manish Kumar. "Privacy Preserving In-network Aggregation in Wireless Sensor Networks." Procedia Computer Science 94 (2016): 216-223. 11th International Conference on Future Networks and Communications (FNC-2016), 2016, in Montreal, Quebec, Canada
  • Vishal Krishna Singh, Ajit Singh, Manish Kumar. "Data aggregation based link loss inference in wireless sensor networks." In Electrical Computer and Electronics (UPCON), 2015 IEEE UP Section Conference on, pp. 1-5. IEEE, 2015.
  • Vishal Krishna Singh, K. James Mathai, Shailendra Singh, "Fingerprint Segmentation: Optimization of a Filtering Technique with Gabor Filter. In Communication Systems and Network Technologies (CSNT), 2014 Fourth International Conference on (pp. 823-827). IEEE

Contact

Department of Information Technology,
Indian Institute of Information Technology,
Lucknow, India.
[email protected]

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