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
Dr. AMIT KUMAR
Assistant Professor (Senior Grade) - CSE,
Jaypee University of Engineering & Technology,
A-B Road, Raghogarh, Guna (M.P.), India
Mobile No. +91- 9425617145, E-mail: amitrathi10@gmail.com
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 Project Thesis: “Study and Design of Message Handling in (Message Transfer Part) for IMT-2000 Network of 3G”
Work Experience:
§ 22+ years of teaching experience of various theory and lab courses to graduate, post-graduate and Ph.D. students of Computer Science & IT. Many students of various UG and PG courses had developed their projects under my guidance.
§ Apart from teaching, I am 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 Communities, Member of Board of Studies of CSE dept. I am also the Member of various university’s committee viz. Member of University Discipline Committee, Time Table Committee, Result Compilation Committee, Committee for “Promotion of Technology Based Social Activities”, Alumni Association and Doctoral Program Monitoring Committee (DPMC) for Ph.D. research scholars.
§ I also served as University Timetable in-charge, Faculty in-charge of Training & Placement Cell, Warden of Boy’s 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, I have started a programming hub named as BITWISE.
§ I am the Faculty Coordinator of TACHYON (University techfest).
Area of interest:
§ Artificial Intelligence
Research Publications:
§ Till now, I have published 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.
Ph.D. Supervision:
§ Two research scholar completed her PhD. in Oct 2020.
§ Three research scholars are doing Ph.D. under my supervision.
Award and Recognitions:
§ In January 2018, “Computer society of India” awarded me a national award “Longest continuous student branch counsellor award”.
§ Member of editorial board and reviewer board of various International Journals, member of reviewers committee of various International Journals, member of the technical program committee of various International Conferences.
1. Shishir Kumar, Amit 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. Pawan Jindal, Amit 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), 244 5th Avenue, # 1526, New York, NY 10001, USA. Vol. 5, No. 9, ISSN 0975-8887, August 2010 Edition, pages 1-3. URL: https://ijcaonline.org/volume5/number9/pxc3871112.pdf
3. Pawan Jindal, Amit Kumar, Dr. Shishir 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. https://citeseerx.ist.psu.edu/document?repid=rep1&type=pdf&doi=85e61bfd5105a1c758960b115c8bb9ccad03a05d
4. Pawan Jindal, Amit Kumar, “Analysis of Shortest Path Algorithms”, Global Journal of Computer Science and Technology (GJCST), 945th Concord Streets, Framingham Massachusetts, USA Online ISSN: 0975-4172 Print ISSN: 0975-4350) Vol.10 Issue 8 Ver. 1.0, Sep 2010 Edition, pages 17-19. URL: https://computerresearch.org/index.php/computer/article/view/976/974
5. Amit Kumar, Pawan 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, URL; www.ingentaconnect.com/content/doaj/20664273/2010/00000004/00000009/art00010
6. Pawan Jindal, Amit Kumar, “Dynamic version of Traveling Salesman Problem”, International Journal of Computer Applications (IJCA), 244 5th Avenue, # 1526,New York, NY 10001,USA. (ISSN: 0975-8887) Vol. 19, No.1, April 2011, pages 37-46. URL: https://www.ijcaonline.org/archives/volume19/number1/2322-3010/ DOI:10.5120/2322-3010
7. Amit Kumar, Prashant Sharma, Dr. Shishir Kumar, "Algorithm for Intelligent Network Visualization and Threat Analysis", International Journal of Computer Trends and Technology (IJCTT), Seventh Sense Research Group, lafayatte State, lousiana, USA. Volume -1, Issue - 1, March to April Issue 2011, pages 17 - 22. ISSN 2231-2803. URL https://ijcttjournal.org/archives/ijctt-v1i1p3
8. Prashant Sharma, Amil Aneja, Amit Kumar, Dr. Shishir 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. URL https://www.ijser.org/paper/Face_Recognition_using_Neural_Network_and_Eigenvalues_with_Distinct_Block_Processing.html
9. Pawan Jindal, Amit Kumar, Dr. Shishir 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. URL https://www.ijcst.com/vol22/2/pawan.pdf
10. Amit Kumar, Dr. Shishir 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. URL https://www.researchgate.net/publication/293707444_ A_Framework_for_Stability_and_Security_of_an_Operating_System_through_Process_Level
11. Niyati Aggarwal, Amit Kumar, Harsh Khatter, Vaishali 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. https://doi.org/10.1016/j.advengsoft.2011.12.013 [SCI]
12. Amit Kumar, Shishir 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. URL http://www.wseas.us/journal/pdf/computers/2014/a145705-444.pdf
13. Amit Kumar, Shishir Kumar, “ 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. URL www.publishingindia.com/GetBrochure.aspx?query=UERGQnJvY2h1cmVzfC8yMjgwLnBkZnwvMjI4MC5wZGY=
14. Amit Kumar, Shishir 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. URL https://www.semanticscholar.org/paper/An-Efficient-Machine-Learning-Approach-for-of-Kumar-Kumar/ba1dc43d2f54900b041e88a03fcb2c8c071e103b
15. Amit Kumar, Shishir 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. URL https://wseas.com/journals/computers/2015/a565705-443.pdf
16. Deepak Kumar Jain, Neha Jain, Shishir Kumar, Amit Kumar, Raj Kumar, Haoxiang 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. https://doi.org/10.1016/j.jocs.2017.07.011 [SCI, Scopus]
17. Neha Jain, Shishir Kumar, Amit Kumar, Pourya Shamsolmoali, Masoumeh 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. https://doi.org/10.1016/j.patrec.2018.04.010 [SCI, Scopus]
18. Neha Jain, Shishir Kumar, Amit 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 https://doi.org/10.1007/s11042-019-7325-x Vol. 78, [SCI, Scopus]
19. Chetan Gupta, Amit Kumar, Neelesh 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, https://doi.org/10.1007/s11277-024-10880-3[SCI, Scopus]
20. Amit Kumar, Tanishq Agarwal, Ayushi wivedi, “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), DOI: https://doi.org/10.46610/JOCSES.2024.v10i03.004
21. Divyanshu Prajapati, Indranil Samanta, Amit Kumar, Pankaj 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, https://www.isroset.org/pdf_paper_view.php?paper_id=3719&5-ISROSET-IJSRCSE-10143.pdf
22. Chandrapal Singh Umath, Sumit Jha, Rahul Pachauri and Amit Kumar Rathi, “QuickCare: AI-Powered Healthcare for Accessible Diagnostics and Community Wellness”, Multimedia Research, ISSN:2582-547X, Vol.8 No.1 Jan 2025. https://publisher.resbee.org/mr/archive/v8i1/a5.html
23. Manorma Chauhan, P S Banerjee, Amit Kumar, “ FruitClass: A Fruits classification System using Modified MobilenetV3 with hard swish function”, Applied Fruit Science Erwerbs - Obstbau, 19 February 2025 https://doi.org/10.1007/s10341-025-01269-y [SCI, Scopus]
24. Chetan Gupta, Amit Kumar, Neelesh Kumar Jain,“Intrusion Defense: Leveraging Ant Colony Optimization for Enhanced Multi-Optimization in Network Security", Springer Nature Peer-to-Peer Networking and Applications, Accepted for publication (21 Jan 2025) [SCI, Scopus]
25. Manorma Chauhan, P S Banerjee, Amit 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. DOI: 10.1109/ICJECE.2025.3611012 [SCI, Scopus]
26. Chetan Gupta, Amit Kumar, Neelesh 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) https://doi.org/10.1186/s13635-025-00205-7 [SCI, Scopus]
27. Chetan Gupta, Amit Kumar, Neelesh 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 http://jist.acecr.org ISSN 2322-1437 / EISSN:2345-2773) [SCI, Scopus]
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. DOI: 10.1007/978-981-99-3656-4_26 (Scopus indexed)
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.
https://doi.org/10.1145/3607947.3607985, 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)
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 paper link https://ieeexplore.ieee.org/document/10425430 (IEEE Xplore, Scopus indexed)
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. https://www.springer.com/series/7899 (Scopus indexed)
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, DOI: 10.1007/978-981-96-5589-2_27, First Online:28 October 2025, pp 301–313 (Scopus indexed).
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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, “EvaluatingText 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 LNCTGroup 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, DOI: 10.1109/ICoEIT63558.2025.11210872 (Scopus indexed)
