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Dr Jayraj Singh
- Assistant Professor
- Area: Computer Science and Engineering
Dr Jayraj Singh received his PhD from the Department of Computer Science and Engineering, Indian Institute of Technology (ISM), Dhanbad, India. He pursued his postdoc research (interdisciplinary research) at the Indian Institute of Technology Delhi (IIT Delhi), India. Dr Singh received his Master Degrees MTech (CSE), and MSc (IT), from Pondicherry Central University, Puducherry, and Babasaheb Bhimrao Ambedkar Central University, Lucknow, India respectively. He has completed his Bachelor’s degree BSc in Physics (Hons.), from Vinoba Bhave University, Hazaribagh, Jharkhand, India.
Dr Singh has published several research papers in reputed, peer-reviewed national and international conferences/ journals/ book chapters, including Scopus and SCI/SCIE. He has received Best Paper Award in Indian Landslide Congress (ILC 2017) at IIT Bombay. He has delivered many invited/keynotes talks at International & National webinars. He has served as a reviewer and programme committee member of several journals and conferences of national and international reputes. Besides, he is an active member of CSE society, IEEE, and International Association of Engineers (IAENG).
He prefers an open-minded approach towards selecting research topics, and considers the following in his choice: (i) social relevance of the problem (ii) encouragement of students to develop and pursue their research interests and (iii) the multidisciplinary and collaborative nature of research. His current research interests can be broadly categorised as but are not limited to: (i) Evolutionary computation (ii) Machine learning, (ii) Soft computing (iii) Meta-heuristic optimization and (iv)IoT & cloud computing. Several research areas, mostly interdisciplinary in nature and open problems in other fields where AI & ML methods are a demanding tool, can be managed efficiently by Dr Singh.
Dr Singh has published several research papers in reputed, peer-reviewed national and international conferences/ journals/ book chapters, including Scopus and SCI/SCIE. He has received Best Paper Award in Indian Landslide Congress (ILC 2017) at IIT Bombay. He has delivered many invited/keynotes talks at International & National webinars. He has served as a reviewer and programme committee member of several journals and conferences of national and international reputes. Besides, he is an active member of CSE society, IEEE, and International Association of Engineers (IAENG).
He prefers an open-minded approach towards selecting research topics, and considers the following in his choice: (i) social relevance of the problem (ii) encouragement of students to develop and pursue their research interests and (iii) the multidisciplinary and collaborative nature of research. His current research interests can be broadly categorised as but are not limited to: (i) Evolutionary computation (ii) Machine learning, (ii) Soft computing (iii) Meta-heuristic optimization and (iv)IoT & cloud computing. Several research areas, mostly interdisciplinary in nature and open problems in other fields where AI & ML methods are a demanding tool, can be managed efficiently by Dr Singh.
Qualifications
- PhD (Computer Science & Engineering)
- MTech (CSE)
- MSc (IT)
Experience
- Research – 1 year
Courses taught
- Soft computing
- Computer Network
- Evolutionary computation
- Compiler
- DBMS
- Theory of Computation
Research areas
- Evolutionary computation
- Machine learning
- Soft computing
- Meta-heuristic optimization
- IoT & cloud computing
Consulting areas
- Evolutionary computation
- Machine learning
- Soft computing
- Meta-heuristic optimization
- IoT & cloud computing
Selected publications
- Singh, J. and Dhasarathan, C. “A QOS metric approach for web service pertinence for the cloud.” Recent advances in computer science and communications, 14(7), pp. 2130-2142, 2021 [Scopus]
- Singh, J., Banka, H. and Verma, A.K. “Locating critical failure surface using meta-heuristic approaches: A comparative assessment.” Arabian Journal of Geosciences, 12(9), pp.1-20, 2019. [SCIE, IF: 1.827]
- Singh, J., Banka, H. and Verma, A.K. “A BBO-based algorithm for slope stability analysis by locating critical failure surface.” Neural Computing and Applications, 31(10), pp. 6401-6418, 2019 [SCIE, IF: 5.606]
- Singh, J., Verma, A.K., Banka, H., Singh, T.N. and Maheshwar, S. “A study of soft computing models for prediction of longitudinal wave velocity.” Arabian Journal of Geosciences, 9(3), pp.1-11, 2016 [SCIE, IF: 1.827]
- Singh, J., Verma, A.K., Banka, H. “A comparative analysis using firefly algorithm to locate critical failure surface in slope stability analysis.” Indian Landslides, 11(1,2), pp. 29-40, 2018.
Publications
View MoreResearch papers
- Singh, J. and Dhasarathan, C. “A QOS metric approach for web service pertinence for the cloud.” Recent advances in computer science and communications, 14(7), pp. 2130-2142, 2021 [Scopus]
- Singh, J., Banka, H. and Verma, A.K. “Locating critical failure surface using meta-heuristic approaches: A comparative assessment.” Arabian Journal of Geosciences, 12(9), pp.1-20, 2019. [SCIE, IF: 1.827]
- Singh, J., Banka, H. and Verma, A.K. “A BBO-based algorithm for slope stability analysis by locating critical failure surface.” Neural Computing and Applications, 31(10), pp. 6401-6418, 2019 [SCIE, IF: 5.606]
- Singh, J., Verma, A.K., Banka, H. “A comparative analysis using firefly algorithm to locate critical failure surface in slope stability analysis.” Indian Landslides, 11(1,2), pp. 29-40, 2018.
- Singh, J., Verma, A.K., Banka, H., Singh, T.N. and Maheshwar, S. “A study of soft computing models for prediction of longitudinal wave velocity.” Arabian Journal of Geosciences, 9(3), pp.1-11, 2016 [SCIE, IF: 1.827]
- Jayakumar, S.K.V., Singh, J. and Joseph, K.S. “Suitable QoS parameters survey for standard web services & web applications to understand their cloud deployability.” International Journal of Computational Intelligence Systems, 4, pp.1-18, 2014.
- Singh, J., Singh, A. and Shree, R. “An assessment of frequently adopted unsecure patterns in mobile ad hoc network: Requirement and security management perspective.” International Journal of Computer Applications, 24(9), pp.0975-8887, 2011.
Conferences / Book chapters
- Singh, J., Verma, A.K. and Banka, H. “Application of biogeography based optimization to locate critical slip surface in slope stability evaluation.” In 2018 4th International Conference on Recent Advances in Information Technology (RAIT), pp. 1-5. IEEE. [Conferences]
- Singh, J., Banka, H. and Verma, A.K. “Analysis of slope stability and detection of critical failure surface using gravitational search algorithm.” In 2018, 4th International Conference on recent Advances in information Technology (RAIT), pp. 1-6. IEEE. [Conferences]
- Singh, J., Verma, A.K. and Banka, H. “A comparative study for locating critical failure surface in slope stability analysis via meta-heuristic approach.” 2018, In Handbook of Research on Predictive Modeling and Optimization Methods in Science and Engineering, pp. 1-18. IGI Global. [Book chapter]
- Singh, J. and Banka, H. “A meta-heuristic based approach for slope stability analysis to design an optimal soil slope.” 2021, In Machine Learning Algorithms for Industrial Applications, pp. 195-207. Springer, Cham. [Book chapter]
- Singh, J., Kumar, R. and Banka, H. “Application of flower pollination algorithm to locate critical failure surface for slope stability analysis.” 2021, In Machine Learning Algorithms for Industrial Applications, pp. 301-315. Springer, Cham. [Book chapter]
Awards and recognition
- Received the Best Paper Award at the Indian Landslide Congress, ILC 2017, at the Department of Earth science, IIT Bombay, Mumbai, held on 8-10 December 2017.
Professional activities and achievements
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Technical Program Committee Member:
- Program Committee member in “International Conference on Emerging Trends in Information Technology (ICETIT), 2019 “.
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Advisory Committee Member:
- 1st- International Conference on “Computational Intelligence and Network Security (ICCINS-2022)”
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Reviewer:
- International Conference on Emerging Trends in Information Technology (ICETIT), 2019.
- Book Entitled “Architectural Wireless Networks Solutions and Security Issues”, 2020 (to be published).
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Coordinator:
- Coordinator during 4 days of Training Programme on “Application of numerical simulation for slope stability risk mitigation and management”, organised from 15- 18 February 2018 at IIT(ISM) Dhanbad, funded by DST, Govt of India.
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Membership in professional societies:
- Member at the International Association of Engineers (IAENG) (Membership no. 295415). Also a member of the IAENG Society of Artificial Intelligence, Computer Science, Data Mining, and Imaging Engineering.
- IEEE Student Member (Membership no. 94497690).
Other interests
- Playing (Cricket & Badminton), swimming.