Areas of Interest: Artificial Intelligence, Machine Learning, Soft Computing.
Education: M.Tech, Ph.D.
E-mail: amit.kumar@juet.ac.in
Contact No. : Ext-315
Assistant Professor (Senior Grade) - CSE,
Jaypee University of Engineering & Technology,
A-B Road, Raghogarh, Guna (M.P.), India
Mobile No. +91- 8982573884
E-mail: amit.kumar@juet.ac.in, amit.kumar@juetguna.in
Orcid Id: https://orcid.org/0000-0003-2908-2196
Google Scholar Id: CksAIRIAAAAJ http://scholar.google.co.in/citations?user=CksAIRIAAAAJ
Vidwan-ID: 125453 (https://vidwan.inflibnet.ac.in/profile/125453)
Educational Qualification:
§ Ph.D. (Computer Science & Engineering) : 2015
Jaypee University of Engineering and Technology, Guna
Title of Thesis: “Design and Implementation of Artificial Immune System for Security of Computers”
§ M.Tech. (Computer Science & Engineering) : 2002
Kurukshetra University, Kurukshetra, Haryana
Title of M.Tech. Thesis: “ Study and Design of Message Handling in Message Transfer Part for
IMT-2000 Network of 3G”
Work Experience:
§ 23+ years of teaching experience of various theory and lab courses to graduate, post-graduate and Ph.D. students of Computer Science and Engineering & IT. Many students of various UG and PG courses had developed their projects under my guidance.
§ Apart from teaching, he is responsible for many other various academic activities viz. Course Coordinator, Grade Coordination Committee. Student Branch Counsellor of Computer Society of India (CSI) Branch, Faculty Coordinator of various Student Technical Communities, Member of Board of Studies of CSE dept. He is also the Member of various university’s committee viz. , Result Compilation Committee, Committee for “Promotion of Technology Based Social Activities”, Alumni Association and Doctoral Program Monitoring Committee (DPMC) for Ph.D. research scholars. He is also the hostel warden of Boy’s hostel.
§ He is also served as University Timetable in-charge, Faculty in-charge of Training & Placement Cell, Member of University Discipline Committee, Time Table Committee, Hostel and Hospitality in-charge during the conduction of seminars, conferences, workshops, symposia when ever conducted.
Innovations:
§ According to the current industry need of dynamic programming, he has started a programming hub named as BITWISE.
§ He is the Faculty Coordinator of TACHYON (University techfest).
Area of interest:
§ Artificial Intelligence and Machine Learning
Research Publications:
§ Till now, 27 research papers in International journals, 10 papers are published in the proceedings of the international conferences.
§ 16 papers have been presented in national seminars and conferences, most of them have been published in the proceedings.
§ Attended various national/international conferences, workshops, seminars and 6 faculty develop programs.
Design patents:
§ 4 design patents are accepted and published.
Book Chapter:
§ Priya Shrivastava, Amit Kumar, “Hindi Derivational Morphological Analyzer and Generator using NLP Approach”, published as a chapter of the book (Book Title – Computational Mathematics and Information technology). Book published by Narosa Publishing House Pvt. Ltd., New Delhi. ISBN 978-81-8487-420-4, pages 227-234, year 2015.
Ph.D. Supervision:
§ Two research scholar completed their Ph.D. under his supervision.
§ Three research scholars are doing Ph.D. under his supervision.
BTech./M.Tech. Project Supervision:
§ Supervised more the 150 BTech – CSE student’s projects (Project duration is 6 months to 01 year. All the projects are research based. Three students in each project).
§ Supervised 10 MTech – CSE student’s projects (Project duration is 01 year. All the projects are research based. One student in each project).
Award and Recognitions:
§ In January 2018, “Computer society of India” awarded him a national award “Longest continuous student branch counsellor award”.
Conferences, Semiar, FDPs Training Program and Workshop Attended:
§ He had attended various national and international confernece, faculty development programs, training programs and workshops.
Associtaion with national and international journals, conference :
§ He is associated with various national and international journals as a member of editorial and member of reviewer board.
§ He also served/serve as a member of technical program committee, reviewer committee of the various national and international (IEEE also) conferences.
1. S. Kumar, A. Kumar,"Monitoring Data on Internet”, International Journal of Computer and Network Security (IJCNS), Malaysia October 2009 issue (Vol. 1 No.1), ISSN 2076-2739 pages 45-51 (Paper ID: 091024).
2. P. Jindal, A. Kumar, Shishir Kumar, “Minimum and Maximum Ratio of theNumber of Red Internal Nodes to Black Internal Nodes in Red Black Tree”, International Journal of Computer Applications (IJCA), New York, NY 10001, USA. Vol. 5, No. 9, ISSN 0975-8887, August 2010, pages 1-3.
3. P. Jindal, A. Kumar, S. Kumar, “An algorithmic approach for traveling salesman problem”, International Journal of Computer Science and Technology (IJCST), Rajpura, Punjab. ISSN : 2229-4333(Print), ISSN : 0976-8491(Online) Vol.1 Issue 1, Sep 2010 Edition, pages 33-37.
4. P. Jindal, A. Kumar, “Analysis of Shortest Path Algorithms”,Global Journal of Computer Science and Technology(GJCST), Framingham Massachusetts, USA Online ISSN: 0975-4172 Print ISSN: 0975-4350) Vol.10 Issue 8 Ver. 1.0, Sep 2010 Edition, pages 17-19.
5. A. Kumar, P. Jindal, “Towards the solution of NP complete problems”, Journal of Applied Computer Science & Mathematics, Volume 4, Number 9, 2010, page. 63-66, (ISSN: 2066-4273) Vol. 4 Issue 9,
6. P. Jindal, A. Kumar,“Dynamic version of Traveling Salesman Problem”,International Journal of ComputerApplications(IJCA), New York, USA. (ISSN: 0975-8887) Vol. 19, No.1, April 2011, pages 37-46.
7. A. Kumar, P. Sharma, S. Kumar, "Algorithm for Intelligent Network Visualization and Threat Analysis", International Journal of Computer Trends and Technology (IJCTT), Seventh Sense Research Group, lousiana, USA. Volume -1, Issue - 1, March to April 2011, pages 17 - 22. ISSN 2231-2803.
8. P. Sharma, A. Aneja, A. Kumar, S. Kumar, “Face Recognition using Neural Network and Eigenvalues with Distinct Block Processing”, International Journal of Scientific & Engineering Research (IJSER), France. Vol. 2, Issue 5, (ISSN: 2229-5518) May- 2011, pages 1-16.
9. P. Jindal, A. Kumar, S. Kumar, “ Multiple Target Intercepting Traveling Salesman Problem”, International Journal of Computer Science and Technology (IJCST), Rajpura, Punjab. (ISSN : 2229-4333(Print) | ISSN : 0976-8491(Online) Vol. 2- Issue 2, June, 2011, pages 327-331.
10. A. Kumar, S. Kumar, “A Framework for Stability and Security of An Operating System Through Process level”, TECHNIA – International Journal of Computing Science and Communication Technologies, India. Vol.4 No. 1, July 2011. (ISSN: 0974-3375), pages 674-677.
11. N. Aggarwal, A. Kumar, H. Khatter, V. Aggarwal, “ Analysis the Effect of Data Mining Techniques on Database ”, Elsevier’s Advances in Engineering Software, (ISSN:0965-9978) Vol. 47, Issue 1, May 2012, pages 164–169. [SCI] https://doi.org/10.1016/j.advengsoft.2011.12.013
12. A. Kumar, S. Kumar, “Decision Tree based Learning Approach for Identification of Operating System Processes”, WSEAS Transactions on Computers, World Scientific and Engineering Academy and Society, Greece. E-ISSN:2224-2872, Vol. 13, 2014, pages 277-288.
13. A. Kumar, S. Kumarr, “ Artificial Neural Network Based Approach for Identification of Operating System Processes”, Journal of Applied Information Science, Publishing India Group, Sector -7, Dwarka, New Delhi, India. ISSN: 2321- 6115, Volume 2 Issue 1, June 2014, pages 1-11.
14. A. Kumar, S. Kumar, “ An Efficient Machine Learning Approach for Identification of Operating System Processes”, SERSC -International Journal of Software Engineering and Its Applications (IJSEIA), Science and Engineering Research Support Society, South Korea. ISSN: 1738-9984, Vol. 8, No. 6, 2014,pages 209-228.
15. A. Kumar, S. Kumar, “An Improved Neural Network Based Approach For Identification of self & Non-Self Processes”, WSEAS Transactions on Computers, World Scientific and Engineering Academy and Society, Greece E-ISSN: 2224-2872, Vol. 14, 2015, pages 272-286.
16. D. Jain, N. Jain, S. Kumar, A. Kumar, R. Kumar, H. Wang, “An approach for behavior analysis using correlation spectral embedding method”, Elsevier’s Journal of Computational Science, Registered Office: Radarweg 29, 1043 NX Amsterdam, The Netherlands. ISSN: 1877-7503. Volume 25, March 2018, pages 397-405. [SCI, Scopus]
https://doi.org/10.1016/j.jocs.2017.07.011
17. N. Jain, S. Kumar, A. Kumar, P. Shamsolmoali, M. Zareapoor, “Hybrid Deep Neural Networks for Face Emotion Recognition”, Elsevier’s Pattern Recognition Letters, Registered Office: Radarweg 29, 1043 NX Amsterdam, The Netherlands. ISSN: 0167-8655. Volume 115, 01 November 2018, Pages 101 - 106. [SCI, Scopus]
https://doi.org/10.1016/j.patrec.2018.04.010
18. N. Jain, S. Kumar, A. Kumar, “ Effective approach for facial expressionrecognition using hybrid square-based diagonal pattern geometric model”, Springer’s Multimedia Tools and Applications, New York, NY 10013, USA. ISSN: 1380-7501 (Print), 1573-7721 (Online), 12 February 2019, pages 29555-29571 [SCI, Scopus]
https://doi.org/10.1007/s11042-019-7325-x Vol. 78,
19. C. Gupta, A. Kumar, N. Kumar Jain, “An Enhanced Hybrid Intrusion Detection Based on Crow Search Analysis Optimizations and Artificial Neural Network ”, Wireless Personal Communications, eISSN: 1572-834X and pISSN: 0929-6212. 28 February 2024, [SCI, Scopus]
https://doi.org/10.1007/s11277-024-10880-3
20. A. Kumar, T. Agarwal, A, Dwivedi, “Automating API Performance Testing with CI/CD Pipelines”, Journal of Computer Science Engineering and Software Testing e-ISSN: 2581-6969, Vol. 10, Issue 3 (September – December, 2024) pp: (43-52),
21. D. Prajapati, I. Samanta, A. Kumar, P. Dumka, “Real-time AdClick Prediction: Logistic Regression vs. Decision Tree”, International Journal of Scientific Research in Computer Science and Engineering, E-ISSN: 2320-7639, Vol.12, Issue.6, December 2024, pp.34-40
22. C. Umath, S. Jha, R. Pachauri and A. Kumar, “QuickCare: AI-Powered Healthcare for Accessible Diagnostics and Community Wellness”, Multimedia Research, ISSN:2582-547X, Vol.8 No.1 Jan 2025.
23. M. Chauhan, P S Banerjee, A. Kumar, “ FruitClass: A Fruits classification System using Modified MobilenetV3 with hard swish function”, Applied Fruit Science Erwerbs - Obstbau, 19 February 2025 [SCI, Scopus]https://doi.org/10.1007/s10341-025-01269-y
24. C. Gupta, A. Kumar, N. Kumar Jain, “ Intrusion defense: Leveraging ant colony optimization for enhanced multi-optimization in network security. Peer-to-Peer Networking and Applications, Published: 15 February 2025, Volume 18, article number 98 (2025) [SCI, Scopus] https://doi.org/10.1007/s12083-025-01911-2
25. M. Chauhan, P S Banerjee, A. Kumar,“ A Hybrid Plant Disease Detection Algorithm Using Residual Mbi-LSTM with CNN Model “ has been accepted for publication in the IEEE Canadian Journal of Electrical and Computer Engineering, 30 October 2025, Volume: 48, Issue: 4, Fall 2025, Electronic ISSN: 2694-1783 Page(s): 381 - 393. [SCI, Scopus]
DOI: 10.1109/ICJECE.2025.3611012
26. C. Gupta, A. Kumar, N. Kumar Jain, “Intelligent intrusion detection system based on crowd search optimization for attack classification in network security", EURASIP Journal on Information Security, (11 July 2025), Volume 2025, article number 22, (2025) [SCI, Scopus] https://doi.org/10.1186/s13635-025-00205-7
27. C. Gupta, A. Kumar, N. Kumar Jain, “ A Comprehensive Framework for Enhancing Intrusion Detection Systems through Advanced Analytical Techniques ", Journal of Information Systems and Telecommunication Vol.13, No.4, October- December 2025, 289-299 [SCI, Scopus] http://jist.acecr.org ISSN 2322-1437 / EISSN:2345-2773)
1. Vishrut Sharma, Amit Kumar, Shishir Kumar, “A Comparative Analysis of Various Exact String-Matching Algorithms for Virus Signature-Detection” , proceedings of the first International Conference on Emerging Trends in Soft Computing and ICT (SCICT2011) - Guru Ghasidas Vishwavidyalaya, Bilaspur (CG State) – India, 16-17 March, 2011, pages 162-166, ISBN-978-81-920913-3-4,
https://www.researchgate.net/publication/272163764_A_Comparative_Analysis_of_Various_Exact_String-Matching_Algorithms_for_Virus_Signature-Detection
2. Amit Kumar, Shishir Kumar “ Genetic Algorithm Approach for Non-self OS Process Identification”, proceedings of the Third International Conference on Soft Computing for Problem Solving (SocProS 2013), IIT, Roorkee, proceedings published by Springer Series: Advances in Intelligent Systems and Computing, 26-28 Dec 2013 ISSN: 2194-5357, Vol. 259 pages- 517- 527. DOI:10.1007/978-81-322-1768-8_46
3. Neha Jain, Shishir Kumar, Amit Kumar, “Analysis of Edge Detection Techniques Using Soft Computing Approaches”, IEEE Students' Conference on Electrical, Electronics and Computer Science (SCEECS-2016) , MANIT, Bhopal, India, March 2016. (IEEE Xplore, Scopus indexed),
DOI: 10.1109/SCEECS.2016.7509310, Date Added to IEEE Xplore: 14 July 2016.
4. Chetan Gupta, Dr. Amit Kumar, Dr. Neelesh Kumar Jain, “ A Detailed Analysis onIntrusion Detection Systems, Datasets and challenges”, International Conference on Advances in Data Science and Computing Technologies (ADSC-2022), Kazi Nazrul University, Asansol, West Bengal, India 713340, 23-24 June 2022. Proceedings published in Lecture Notes in Electrical Engineering by Springer,30 September 2023 volume 1056. (Scopus indexed)
DOI: 10.1007/978-981-99-3656-4_26
5. Manorma Chauhan, PS Banerjee, Amit Kumar,“Identifying the Suitability of Artificial Intelligence Technology for Modern Farming ”, International Conference on Contemporary Computing(IC3), jointly organized by JIIT, Noida, India and the University of Florida, Gainesville, USA 03-05 August 2023. Proceeding published by Association for Computing Machinery(ACM,) New York, United States, published date: 28 September 2023 ISBN: 979-8-4007-0022-4. Pages 207–215. (Scopus indexed)
https://doi.org/10.1145/3607947.3607985
6. Manorma Chauhan, P S Banerjee, Amit Kumar,“Classification of Rotten Fruits vs Fresh Fruits using Sequential Model with Convolutional Neural Network”, IEEE International Conference on Computing, Communication, and Intelligent Systems (ICCCIS-2023) Sharda School of Engineering and Technology, Sharda University, Greater Noida, India. 03-04 November, 2023. IEEE Conference Record # 60361(IEEE Xplore, Scopus indexed) https://ieeexplore.ieee.org/document/10425430
7. Chetan Gupta, Dr. Amit Kumar, Dr. Neelesh Kumar Jain, “Optimization Accuracy of Intrusion Detection System Based on Multilayered Neural Network”, International Conference on Business Intelligence, Computational Mathematics, and Data Analytics (iBCD) 2024, Devi Ahilya Vishwavidyalaya, Indore India, 23-24 August 2024. Proceedings published in CCIS-Springer. (Scopus indexed)
https://www.springer.com/series/7899
8. Chetan Gupta, Dr. Amit Kumar, Dr. Neelesh Kumar Jain, “Cyber Vigilance Nexus: Advancing Intrusion Detection Network Accuracy through Deep Learning Optimization”,International Conference on Advanced Communications and Machine Intelligence organized by Mahindra University, Hyderabad, India. 18th – 19th October 2024. Proceedings published in Springer, First Online:28 October 2025, pp 301–313 (Scopus indexed)
DOI: 10.1007/978-981-96-5589-2_27,
9. Chetan Gupta, Dr. Amit Kumar, Dr. Neelesh Kumar Jain, “Advanced Neural Network Optimization Techniques for Superior Accuracy and Performance in Intrusion Detection Systems”, International Conference on Data Mining and Information Security(ICDMIS-2024), Eminent College of Management andTechnology, West Bengal, India, 07-08 October 2024. Proceedings published in Springer (LNNS Series-Approved) (Scopus indexed)
10. Kaushal Kishor Sharma, Dr. Amit Kumar, Dr. Amit Kumar Srivastava, “Evaluating Text Summarization from Multiple Dimensions Using In-Context Learning” IEEE International Conference on Engineering Innovations and Technologies(ICOEIT 2025) organized by IEEE Madhya Pradesh Section Technically Co-Sponsored and LNCT Group of Colleges Bhopal, India, 04 - 05 July 2025, Electronic ISBN:979-8-3315-2595-8 ISBN: 979-8-3315-2596-5, Date Added to IEEE Xplore: 31 October 2025, (Scopus indexed)
DOI: 10.1109/ICoEIT63558.2025.11210872
Completed:
1. Ms. Neha Jain (153053). Title of the thesis “Analysis and Design of Intelligent Digital Image Processing Techniques For Real Time Applications”. (Date of Notification – 14 Oct 2020)
2. Mr. Chetan Gupta (203B002). Title of the thesis"‘Enhanced Intrusion Detection System Using Crow Search and Ant Colony Approaches for Improved Accuracy and Precision". (Date of Notification – 16-Mar-2026).
Ongoing:
1. Supervision of Ph.D. student Ms. Manorma Chouhan (213B001). Area of research – Artificial Intelligence in Agriculture.
2. Supervision of Ph.D. student Mr. Ajay Saini (213B005). Area of research – Artificial Intelligence and Computer Vision.
1. Coach of various students teams for the ACM International Collegiate Programming Contest (ACM-ICPC). ICPCID:- https://icpc.baylor.edu/ICPCID/8KKPWILBFBS3
2. Many students seek his guidance for various technical international/national events.
3. Mentor of various B.Tech. Students.
