Qualification: B.E., M.Tech. (Hons) (IT), Ph.D.
Area of Interest: Data Mining, Terrorist Network Mining, Pattern Warehousing
Phone No: 9407204907
E-Mail:
Gola Ka Mandir, Gwalior (M.P.) - 474005, INDIA
Ph.: +91-751-2409300, E-mail: vicechancellor@mitsgwalior.in, Website: www.mitsgwalior.in
Ph.D. THESIS GUIDED (Supervised / Co-Supervised) (Awarded)
S. No. |
Name of Candidate |
Approved Title/ Area |
University |
Status |
1 |
Abhishek Dixit |
Swarm Intelligence Based Framework for Multilevel Hesitation Mining |
Rajiv Gandhi Proudyogiki Vishwavidyalaya (RGPV), Bhopal |
Awarded on 22.12.2022 |
2 |
Saurabh Kumar Singh |
A Novel Framework for Terrorist Network Mining |
Uttarakhand Technical University, Dehradun |
Awarded on 08.10.2021 |
3 |
Archana Gupta |
A Novel System for Mining Incremental Frequent Itemset without Candidate Generation |
Rajiv Gandhi Proudyogiki Vishwavidyalaya (RGPV), Bhopal |
Awarded on 04.01.2021 |
4 |
Shraddha Viraj Pandit |
Study and Analysis of Video Compression with special reference to Fractal Video |
Rajiv Gandhi Proudyogiki Vishwavidyalaya (RGPV), Bhopal |
Awarded on 04.10.2019 |
5 |
Vikram Rajpoot |
Design & Analysis of Efficient Algorithms for Mining Frequent Patterns from Large Databases |
Mahatma Gandhi Chitrakoot Gramodaya Vishwavidyalaya (MGCGV), Chitrakoot |
Awarded on 02.07.2019 |
Ph.D. THESIS (Ongoing)
S. No. |
Name of Candidate |
Approved Title/ Area |
University |
1 |
Prateek Gupta |
Development of New Framework for Optimized Opinion Mining |
Rajiv Gandhi Proudyogiki Vishwavidyalaya (RGPV), Bhopal |
2 |
Nishtha Parashar |
Deep Learning Based Technique for Mining Image Data Association |
Rajiv Gandhi Proudyogiki Vishwavidyalaya (RGPV), Bhopal |
3 |
Vishakha Agarwal |
A New Recommender System for Effective Pattern Warehousing |
Rajiv Gandhi Proudyogiki Vishwavidyalaya (RGPV), Bhopal |
4 |
Rajeev Kumar Singh |
Segmentation and Classification of Plant Leaves Diseases Using Soft Computing Approaches |
Rajiv Gandhi Proudyogiki Vishwavidyalaya (RGPV), Bhopal |
5 |
Shubham Sharma |
IoT Enabled Image Retrieval using Sketch Based Deep Learning |
Rajiv Gandhi Proudyogiki Vishwavidyalaya (RGPV), Bhopal (admitted under NDF Scheme of AICTE) |
6 |
Mahesh Parmar |
A Deep Learning Based Multi-Tasking Classification Model for Sentiment Analysis |
Rajiv Gandhi Proudyogiki Vishwavidyalaya (RGPV), Bhopal |
7 |
Reena |
Data Mining |
Rajiv Gandhi Proudyogiki Vishwavidyalaya (RGPV), Bhopal |
PhD Evaluated
Research Publications
Book Chapters
BOOK PUBLISHED (AS EDITOR)
S. No |
Book Title |
ISBN/EISBN |
Publisher
|
Doi |
Projected Release Date |
Pages |
1. |
Soft-Computing-Based Nonlinear Control Systems Design |
ISBN13: 9781522535317 ISBN10: 1522535314 EISBN13: 9781522535324 |
IGI Global, USA |
doi:10.4018/978-1-5225-3531-7
|
E-Book: Available on Web
Hardcover: February, 2018 |
415 |
Other Administrative and Communicative Services
COURSE CURRICULUM DESIGNED / REVIEWED/ RESEARCH PAPERS REVIEWED
Designation: Assistant Professor
Qualification: M.Tech., Ph.D. (ABV-IIITM)
Area of Interest: Machine Learning, Optimization Algorithms, Data Mining, Deep Learning
Phone No: 09827352520
E-Mail:
B.E.(CSE), M.Tech (CSE), Ph.D.(IT)
I am working as an Assistant Professor in the department of CSBS, MITS Gwalior. Before Joining here, I worked at Bennett University (The Times group) for around 8 months. I have a teaching experience of 23 months at MITS Gwalior (On contract basis: for two consecutive terms) prior joining for my Doctorate program. I have completed my Doctorate from ABV-Indian Institute of Information Technology and Management in 2020.
My research focuses on the deep learning techniques, which is recent trend in the area of Artificial Intelligence. I have seven journal papers published (additional two are under review) indexed in SCI-E, ESCI and Scopus journals. Apart from these I have published four book chapters and 7 International conference papers indexed in Elsevier, Springer, ACM etc.
B.E. (CSE, Honours), M.Tech (IT, Honours), Ph.D. (CSE, Pursuing), and Gate Qualified (2012, 2013, 2017, 2018, 2020).
He has 11 years of teaching and research experience.
CONFERENCES/ FACULTY DEVELOPMENT PROGRAMME/ SHORT TERM COURSE / WORKSHOPS/WEBINAR/ EXPERT TALK ORGANIZED
CONFERENCES/ FACULTY DEVELOPMENT PROGRAMME/ SHORT TERM COURSE / WORKSHOPS/ WEBINAR ATTENDED
Research Publications indexed in SCI, SCIE, SCOPUS, Web of Science (WoS), etc.
Book Chapter
In the faculty of Computer Science & Engineeing from the Rajiv Gandhi Proudyogiki Vishwavidyalaya, Bhopal, India.
In the Computer Science & Engineeing discipline from the Rajiv Gandhi Proudyogiki Vishwavidyalaya,Bhopal, India.
In the Information Technology discipline from the Rajiv Gandhi Proudyogiki Vishwavidyalaya, Bhopal, India.
From the National Law Institute University, Bhopal
1st July, 2024 to Present
MADHAV INSTITUTE OF TECHNOLOGY & SCIENCE, GWALIOR (M.P.), INDIA
Deemed University (Declared under Distinct Category by Ministry of Education, Government of India)
DoCSE, UNIVERSITY INSTITUTE OF TECHNOLOGY, RGPV, Bhopal.
DoCSE, UNIVERSITY INSTITUTE OF TECHNOLOGY, RGPV, Bhopal
Journal Publications
Conference Publications
Designation: Assistant Professor
Qualification: Ph.D. (CSE) Pondicherry University, M.E. (CSE) NITTTR Chandigarh, and B.Tech. (IT) NIT Raipur. UGC-NET Qualified (Dec 2024)
Area of Interest: Wireless Body Area Networks (WBANs), IoT, and Blockchain Technology.
Phone No: 7587416809
E-Mail:
Dr. Gulshan Soni has 9+ years of academic experience as Assistant/Associate Professor and Lecturer at institutions including IIIT Naya Raipur, MATS University, O.P. Jindal University, KL University, GEC Bilaspur, PEC Chandigarh, and ACME Faridabad.
National Utility Patents (Filed & Published)
"IoT-Based Automatic Detection and Prevention of All Types of Leaf Diseases and Other Environmental Factors Using AI Camera, WSN, and Machine Learning Algorithms"
Application No.: 202241070928
"Topic Models System Using Neural Networks"
Application No.: 202311003249
National Design Patent (Granted)
"Door Handle with Stress Detection Mechanism"
Design Patent No.: 376197-001
Faculty Development Program (FDP)
Role: Convenor
Title: "Engineering Excellence: Empowering Faculty for Tomorrow’s Challenges"
Duration: January 4–10, 2024
Venue: MSE&IT, MATS University, Raipur
International Conference
Role: General Chair
Title: "Advances in Engineering, Information & Aerospace Technology: A Global Perspective (ICAEIAT-2023)"
Dates: December 1–2, 2023
Venue: MSE&IT, MATS University, Raipur
National Workshop
Role: Convenor
Title: "Aerodynamics and I.C. Engines"
Duration: November 22–23, 2023
Venue: MSE&IT, MATS University, Raipur
International Journal Publications (SCI/SCIE/Scopus Indexed)
Pandey, U., Chandra, S. K., & Soni, G. (2024). Enhancing Sensor Node Lifespan in WSNs through Traffic-Adaptive Duty Cycle MAC (TDC-MAC) Protocol. Journal of Electrical Systems, 20(10), 6209–6218. ESR Groups. (Scopus)
Lakkshmanan, A., Soni, G., Mishra, A. K., Arumugam, S. K., & Tyagi, A. K. (2024). A Deep Learning-Based Credit Card Fraud Detection Using Feature Engineering: An Analytical Approach. Journal of Autonomous Intelligence, 5(7), 1–7. Frontier Scientific Publishing. DOI: https://doi.org/10.32629/jai.v7i5.1477 (Scopus)
Soni, G. & Selvaradjou, K. (2023). A Dynamic Allocation Scheme of Scheduled Slots for Real-Time Heterogeneous Traffic in IEEE 802.15.6 Standard for Scheduled Access Mechanism. Journal of Ambient Intelligence and Humanized Computing, 14(1), 237–256. Springer. DOI: https://doi.org/10.1007/s12652-021-03288-5 (SCIE, Scopus, IF: 4.95)
Soni, G. & Selvaradjou, K. (2022). Optimal GTS Distribution to Heterogeneous Sensors in IEEE 802.15.4 Network for Healthcare Monitoring Applications. Personal and Ubiquitous Computing, 26, 131–153. Springer. DOI: https://doi.org/10.1007/s00779-021-01643-z (SCIE, Scopus, IF: 3.006)
Soni, G. & Selvaradjou, K. (2021). A Robust Guaranteed Time Slots Allotment Scheme for Real-Time and Reliable Communication in WBANs. International Journal of Ad Hoc and Ubiquitous Computing, 36(2), 102–113. Inderscience. DOI: 10.1504/IJAHUC.2021.10035743 (SCIE, Scopus, IF: 0.773)
Soni, G. & Selvaradjou, K. (2020). Performance Evaluation of Wireless Sensor Network MAC Protocols with Early Sleep Problem. International Journal of Communication Networks and Distributed Systems, 25(2), 123–144. Inderscience. DOI: 10.1504/IJCNDS.2020.108875 (Scopus, ESCI, CiteScore: 1.9)
Soni, G. & Selvaradjou, K. (2021). Rational Allocation of Guaranteed Time Slots to Support Real-Time Traffic in Wireless Body Area Networks. International Journal of Sensors, Wireless Communications and Control, 11(8), 858–871. Bentham Science Publishers. DOI: https://doi.org/10.2174/2210327911666210308155147 (Scopus, CiteScore: 0.9)
Soni, G. & Selvaradjou, K. (2021). The Finest Superframe Interval and GTS Provision Scheme (FSGPS) for Time-Sensitive IEEE 802.15.4 Applications. SN Computer Science, 2(5), 1–17. Springer. DOI: https://doi.org/10.1007/s42979-021-00769-4 (Scopus)
Soni, G. & Kalra, M. (2013). Comparative Study of Live Virtual Machine Migration Techniques in Cloud. International Journal of Computer Applications, 84(14). Foundation of Computer Science. ISBN: 973-93-80892-43-1 | ISSN: 0975-8887 (Scopus, CiteScore: 0.835)
International Conferences
Amit Kumar Tyagi, D Sathian, Khushboo Tripathi, Arnav R, Gulshan Soni (2023). Role of Artificial Intelligence and Internet of Things (IoT) in the automobile industry: Research Gaps and Challenges for Society. In 2023 International Conference on Computer Communication and Informatics (ICCCI 2023), IEEE. (Scopus Indexed) (Paper accepted and presented)
Gulshan Soni, Vijayaprabakaran K, Anandkumar R, Uma Shankar Pandey (2023). A Fuzzy Logic Based Objective Function to Improve Reliability of RPL Routing Protocol in LLNs. In OPJU International Technology Conference on Emerging Technologies for Sustainable Development, pp. 01–06, IEEE. DOI: 10.1109/OTCON56053.2023.10113920 (Scopus Indexed)
Uma Shankar Pandey, Gulshan Soni, Saroj Kumar Chandra (2023). Dynamic Duty Cycle Based MAC Protocols – A Comprehensive Survey. In OPJU International Technology Conference on Emerging Technologies for Sustainable Development, pp. 01–06, IEEE. DOI: 10.1109/OTCON56053.2023.10113951 (Scopus Indexed)
Uma Shankar Pandey, Gulshan Soni, Saroj Kumar Chandra (2023). The Impact of Alteration of Superframe Duration on the Consumption of Energy in IEEE 802.15.4. In 5th International Conference on Smart Systems and Inventive Technology, pp. 254–260, IEEE. DOI: 10.1109/ICSSIT55814.2023.10061143 (Scopus Indexed)
Sanskar Srivastava, Anshu, Rohit Bansal, Gulshan Soni, Amit Kumar Tyagi (2022). Blockchain Enabled Internet of Things: Current Scenario and Open Challenges for Future. In 12th World Congress on Information and Communication Technologies, pp. 640–648, Springer. DOI: 10.1007/978-3-031-27499-2_59 (Scopus Indexed)
Soni, G., Selvaradjou Ka. (2020). Performance Evaluation of MAC Protocols with Static and Dynamic Duty Cycle in WSNs. In International Conference on Advanced Computing and Intelligent Engineering, pp. 403–416, Springer. DOI: 10.1007/978-981-15-1483-8_34 (Scopus Indexed)
Soni, G., Selvaradjou Ka. (2017). Smart Garbage Bin Systems – A Comprehensive Survey. In International Conference on Intelligent Information Technologies, pp. 194–206, Springer. DOI: 10.1007/978-981-10-7635-0_15 (Scopus Indexed)
Soni, G., Kalra, Mala (2014). A Novel Approach for Load Balancing in Cloud Data Center. In International Advance Computing Conference (IACC), pp. 807–812, IEEE. DOI: 10.1109/IAdCC.2014.6779427 (Scopus Indexed)
Soni, G., Kalra, Mala (2014). Comparative Study of Various Load Balancing Techniques in Cloud. In International Conference on Computer Networks and Information Technology (ICCNIT 2014), National Institute of Technical Teachers Training and Research, Chandigarh, March 20–21, 2014.
Soni, G., Gupta, Umesh, Singh, Nikhil (2013). Analysis of Modified Substitution Encryption Techniques. In IEEE International Conference on Advanced Research in Engineering and Technology (ICARET), K L University, Vaddeswaram, Andhra Pradesh, India, Feb. 8–9. ISBN: 9781634392402.
Gupta, Umesh, Soni, G., Singh, Nikhil (2013). Intrusion Detection System for WSN: A Review. In IEEE International Conference on Advanced Research in Engineering and Technology (ICARET), K L University, Vaddeswaram, Andhra Pradesh, India, Feb. 8–9. ISBN: 9781634392402 Academia.edu Link
National Conferences
Soni, G. (2011). Mobireal Simulator Communication Between Mobile Nodes using Routing Protocol in MANETs. In National Conference on NCRTEMS-2011, February 24, 2011.
Soni, G. (2011). Vision-Based Hand Gesture Recognition Techniques: A Review. In National Conference on ETCSIT-2011, April 21, 2011.
Book Chapters Details
Menon, Sanjana Chelat, Sanjana Prasad, and Gulshan Soni (2022). Preserving Privacy of Patients With Disabilities in the Smart Healthcare Systems. In Using Multimedia Systems, Tools, and Technologies for Smart Healthcare Services, edited by Amit Kumar Tyagi, pp. 191–205. Hershey, PA: IGI Global. DOI: 10.4018/978-1-6684-5741-2.ch012. (Scopus Indexed)
Menon, Sanjana Chelat, Umayal V. R., Gulshan Soni, Aymaan Baig, and Amit Kumar Tyagi (2022). A Visual Framework for an IoT-Based Healthcare System Based on Cloud Computing. In Using Multimedia Systems, Tools, and Technologies for Smart Healthcare Services, edited by Amit Kumar Tyagi, pp. 83–95. Hershey, PA: IGI Global. DOI: 10.4018/978-1-6684-5741-2.ch006. (Scopus Indexed)
Akbar Ali Khan, Prakriti Dwivedi, Sareeta Mugde, S.A. Sajidha, Garima Sharma, and Gulshan Soni (2022). Toward Automated Machine Learning for Genomics: Evaluation and Comparison of State-of-the-Art AutoML Approaches. In Data Science for Genomics, edited by Amit Kumar Tyagi and Ajith Abraham, pp. 129–152. Academic Press, Elsevier. DOI: 10.1016/B978-0-323-98352-5.00017-3. (Scopus Indexed)
Susindhar V, Amit Tyagi, and Gulshan Soni (2022). A Review on Recent Trends in Quantum Computation Technology. In Handbook of Research on Quantum Computing for Smart Environments, edited by Amit Kumar Tyagi, pp. 17. Hershey, PA: IGI Global. DOI: 10.4018/978-1-6684-6697-1.ch003. (Scopus Indexed)
Sasi P, Amit Tyagi, and Gulshan Soni (2022). Quantum Computing and the Qubit—The Future of Artificial Intelligence. In Handbook of Research on Quantum Computing for Smart Environments, edited by Amit Kumar Tyagi, pp. 14. Hershey, PA: IGI Global. DOI: 10.4018/978-1-6684-6697-1.ch013. (Scopus Indexed)
Atharva Deshmukh, Disha Sunil Patil, and Gulshan Soni (2022). Cyber Security—New Realities for Industry 4.0 and Society 5.0. In Handbook of Research on Quantum Computing for Smart Environments, edited by Amit Kumar Tyagi, pp. 27. Hershey, PA: IGI Global. DOI: 10.4018/978-1-6684-6697-1.ch017. (Scopus Indexed)
Hariharan R, Amit Kumar Tyagi, and Gulshan Soni (2023). A Survey on Blockchain–Internet of Things-Based Solutions. In Privacy Preservation and Secured Data Storage in Cloud Computing, edited by Lakshmi D. and Amit Kumar Tyagi, pp. 108–134. Hershey, PA: IGI Global. DOI: 10.4018/979-8-3693-0593-5.ch005. (Scopus Indexed)
Amit Kumar Tyagi, Timothy Thomas George, and Gulshan Soni (2023). Blockchain-Based Cybersecurity in Internet of Medical Things (IoMT)-Based Assistive Systems. In AI-Based Digital Health Communication for Securing Assistive Systems, edited by Vijeyananthan Thayananthan, pp. 22–53. Hershey, PA: IGI Global. DOI: 10.4018/978-1-6684-8938-3.ch002. (Scopus Indexed)
Amit Kumar Tyagi, V. Hemamalini, and Gulshan Soni (2023). Digital Health Communication With Artificial Intelligence-Based Cyber Security. In AI-Based Digital Health Communication for Securing Assistive Systems, edited by Vijeyananthan Thayananthan, pp. 178–213. Hershey, PA: IGI Global. DOI: 10.4018/978-1-6684-8938-3.ch009. (Scopus Indexed)
Edited Book Publication Details
Tyagi, A.K., Tiwari, S., and Soni, G. (2025). Data Analytics and Artificial Intelligence for Predictive Maintenance in Smart Manufacturing. Boca Raton, FL: CRC Press.
ISBN: 9781032769523. (Scopus Indexed)
Designation: Assistant Professor
Qualification: Ph.D.
Area of Interest: Machine Learning, Data Analytics, Medical Image Processing, Artificial Intelligence
Phone No: +91-9109985297
E-Mail:
Designation: Assistant Professor
Qualification: Ph.D.
Area of Interest: Computer Vision, Artificial Intelligence, Deep Learning, Medical Image Processing
Phone No: +91-8989695527
E-Mail:
Designation: Assistant Professor
Qualification: Ph.D.
Area of Interest: Machine Learning, Optimization Techniques
Phone No: +91-6260008789
E-Mail:
Designation: Assistant Professor
Qualification: M.Tech., Ph.D. (Pursuing)
Area of Interest: Machine Learning, Deep Learning
Phone No: +91-7489563916
E-Mail:
Designation: Assistant Professor
Qualification: M.Tech.
Area of Interest: Computer Network, Wireless & Mobile Communication
Phone No: +91-9584678787
E-Mail:
Designation: Assistant Professor
Qualification: M. Tech (CSE)
Area of Interest: Computer Networks
Phone No: +91-8269149178
E-Mail: