Prof. Dr. Aman Jatain

Professor

Interest Area(s)

  • Data Mining, Machine Learning, Software Reengineering

Dedicated, efficient and goal-oriented educationist with rich academic experience of more than 15 years in renowned Industrial Organizations/Colleges/Institutions. Versatile professional with a strong academic background, contributed to nurturing academic concepts and technical strength in students and professionals so as to help them beat today’s competitive edge and also contributed in developing course curriculum, organizing workshops of related subjects at national/ international level, conducting research and related publications.

Ph.D in Computer Science (2017):                          NCU (Formerly ITM) University, Gurgaon.

M.Tech in Software Engineering (2009) :                    Thapar University, Patiala.

B.Tech Information Technology (2006) :          ITM College , Gurgaon(M. D. U, Rohtak

  • 1 Year worked with Aricent technologies as software engineer 2009-2010.
  • 5 Years worked with NCU (Formerly ITM University) University 2010-2015 as Assistant Professor Senior Grade.
  • 9 Years worked with Amity University as Associate professor in Computer Science Department since January 2015.
  • Worked with Manav Rachna University, Faridabad in Computer Science Department as Professor from 1st February 2024 to June 2024.
  • Currently working with K R Mangalam University, Gurgaon as Professor in School of Engineering & Technology.
  1. Deepti Singh, Aman Jatain and Manju, “Artificial Intelligence and Natural Language Processing Inspired Chabot Technologies”, Recent Advances in Computer Science and Communications (Formerly: Recent Patents on Computer Science), Vol. 17(1):11-20, Bentham Science Publishers, 2024, Scopus Indexed.
  2. Tarunim Sharma, Aman Jatain, Shalini Bhaskar, Kavita Pabreja, “Original Research Article An empirical analysis of feature selection techniques for Software Defect Prediction”, Journal of Autonomous Intelligence, Vol. 7(3):1-17, 2023. Scopus Indexed.
  3. Bhavna Galhotra, Aman Jatain, Shalini Bhaskar Bajaj, Vivek Jaglan, “Gen z’s digital payments: Disruptive or useful for online shopping in security aspect”, China Petroleum Processing and Petrochemical Technology, vol. 23(2): 563-574, 2023, Scopus Indexed.
  4. Bhavna Galhotra, Aman Jatain, Shalini Bhaskar Bajaj, “E wallet: payment mechanism and its security model”, European Chemical Bulletin, Vol. 12(10): 3505 –3510, 2023. Scopus Indexed.
  5. Aman Jatain, Priyanka Vashisht, “A Novel Approach for Diagnosing Neuro-Developmental Disorders using Artificial Intelligence”, Inteligencia Artificial, Vol. 26 (71): 13-24, 2023. Scopus Indexed.
  6. Aman Jatain, Shalini Bhaskar Bajaj, Ritika Agarwal & Haziq Rahat Bullah, “Classification based levodopamine response prediction in parkinson’s disorder”, Applied Artificial Intelligence, 36 (12), pp. 1-17, Taylor & Francis, 2021, SCI indexed.
  7. Sarika Chaudhary and Aman Jatain, “Analysing a novel multi-objective prioritization model using improved fuzzy c mean clustering”, International Journal of Applied Science and Engineering, 18(5), pp. 1-9, 2021. Scopus Indexed, Web of Science
  8. Pooja Batra and Aman Jatain, “Hybrid model for evaluation of quality aware DevOps”, International Journal of Applied Science and Engineering, Vol. 18(5), pp. 1-9, 2021. Scopus Indexed, Web of Science
  9. Ritika Aggarwal and Aman Jatain, “Genome-wide evolutionary analysis of precursor sequences of MIR156 and MIR172 family members in Brassica species” Research Journal of Biotechnology, 16(4):81-92, 2021. Scopus Indexed, Web of science.
  10. Deepshikha Gupta, Aman Jatain and Sarika Chaudhary, “An improved machine learning model for diabetes predication using DR image”, International Journal of Advanced Science and Technology, Vol. 29, 7, pp. 8378-8387, 2020. Scopus Indexed
  11. Pooja Batra and Aman jatain, “DevOps: Current Practices, Challenges and Implications”, International Journal of Advanced Science and Technology, Vol. 29, No. 7, pp. Vol. 29, No. 7, pp 12002-12019, 2020. Scopus Indexed
  12. Aman  Jatain,    “Metric    based     reusability     analysis     of     software     systems”, Journal of Interdisciplinary Mathematics, Taylor & Francis, Vol. 23, No.1, pp. 107-116, 2020. Scopus
  13. Bhavna Galhotra, Aman Jatain and Shalini Bhaskar Bajaj, “Security Concerns for Mobile based Digital Wallets with the use of IDS & IPS System”, Test Engineering & Management, 83, pp. 16618 – 16623, 2020. Scopus Indexed
  14. Ritika Agarwal, Aman Jatain and Shalini B. Bajaj, “Parkinson‘s Disorder: Taking a Step towards Homogenizing Machine Learning and Medical Science”, International Journal of Psychosocial Rehabilitation, Vol. 24(4), 6558-6569, 2020. Scopus Indexed
  15. Aman Jatain and Sangeet Srivastva, “Ontology driven Reusability Model for CBSS Generation from OOSS”, accepted to publish in Journal of Fundamental and Applied Science, 9, 2017. Web of Science, ESCI indexed.
  16. Aman Jatain, “Metric Based Automatic Quality Analysis of Object-Oriented Systems”, International Journal of Fundamental Sciences and Engineering (IJCSE), Vol.6, 5, pp. 1198-1203, 2018.
  17. Aman Jatain and Deepti Gaur, “Reverse Engineering of Object-Oriented System using Hierarchical Clustering”, ‘International Arab Journal Of Information Technology’, Vol. 15, 6, 2018. SCI Indexed.
  18. Aman Jatain and Deepti Gaur, “Reengineering techniques for object oriented legacy systems”, International Journal of Software Engineering and Its Applications (SERSC), 9 35-52, 2015, Scopus Indexed.
  19. Akanksha Verma, Aman Jatain, Shalini Bajaj, “Crop Yield Prediction of Wheat Using Fuzzy C Means Clustering and Neural Network”, 13, No. 11, pp. 9816-9821, 2018.
  20. Irin Anna Solomon, Aman Jatain and Shalini Bhaskar Bajaj, “Intrusion Detection System Using Deep Learning”, Asian Journal of Computer Science and Technology, Vol.8, No.2, pp. 105-110, 2019.
  21. Aman Jatain, “Temperature Monitoring in Home Automation System using Predictive Analytics & IOT”, International Journal of Research in Advent Technology, Vol.7, No.5, pp. May 2019, pp. 89-96
  22. Aman Jatain and Jyoti Kataria, “Object Oriented Metrics: Revisited”, International Journal of Computer Science and Information Technologies, 7 (3) , pp. 1180-1183, 2016.
  23. Akanksha Verma, Aman Jatain, Shalini Bhashkar Bajaj, “Data Mining Techniques Utilized for Crop Yield Prediction”, International Journal of Scientific Research in Computer Science Applications and Management Studies, Vol. 7, No. 3, 2018.
  24. Shialza Kaushal, Vikas Thada and Aman Jatain, “Effect of Optimization Algorithm on Image Security and Reliability”, International Journal of Advanced Research in Computer Engineering & Technology (IJARCET) Volume 5, Issue 5, 2016.
  25. Preeti Joon, Aman Jatain and Shalini Bhashkar Bajaj, “Lung Cancer Detection Using Image Processing Techniques: Review”, International Journal of Engineering Science and Computing, 7, No. 5, 2017.
  26. Vikas Thada, Aman Jatain and Utpal Srivastva, “Fusion of Similarity Coefficients for Web Information Retrieval Using Genetic Algorithm”, International Journal of Software and Web Sciences (IJSWS), 20, No. 1, 2017.
  27. Dinesh Singh, Aman Jatain, “Architectural Framework for developing component-based GIS System”, International Journal of foundation of computer science, AIRCC, 2016, pp: 45-54.
  28. Aman Jatain, Jyoti Kataria, “Object Oriented Metrics Revisited”, International Journal of Computer Science and Information Technologies, 7 (3), 2016, 1180-1183.
  29. Chahat Monga, Aman Jatain, Deepti Gaur, “Migration strategies for object-oriented software systems”, International Journal in Foundations of Computer Science & Technology, AIRCC 4, No. 6, November 2014, 79-87.
  30. Dinesh Singh and Aman Jatain, “An Interactive Approach to Requirements Prioritization Using Quality Factors”, International Journal in Foundations of Computer Science & Technology (IJFCST), Vol. 3, No.6, November
  31. Yukti, Aman Jatain, “Design of a Reliability Model under Different Fault based Parameters”, International Journal of Computer Applications (0975 – 8887) Volume 90 – No 7, March 2014.
  32. Nidhi and Aman Jatain “Component Retrieval Techniques-A Systematic Review”, International Journal of Scientific & Engineering Research, Volume 5, Issue 1, January-2014 .
  33. Sagar Sharma, Rahul Magow, Siddharth Kathpal, Aman Jatain “Software Testing Techniques and Experimental Research drawn from Inferences”, International Journal of Advanced Engineering and Global Technology Vol-2, Issue-1, January 2014, ISSN No: 2309-4893.
  34. Himmat Singh, Aman Jatain, Hitesh Kumar Sharma, “A Review on Search Based Software Engineering”, IJRIT International Journal of Research in Information Technology, Volume 2, Issue 4, April 2014, Pg: 116-
  35. Jayant Balyan, Khushboo Pahwa, Kunam Yadav, Aman Jatain, “A Nobel Concept of Having Eyes Through Indoor Navigation System for Visually Impaired: Architecture”, International Journal of Advanced Engineering and Global Technology Vol-2, Issue-1, January 2014, ISSN No: 2309-4893.
  36. Aman Jatain, Arpita Nagpal, “Agglomerative Hierarchical Approach for Clustering Components of similar reusability”, published in in international Journal of Computer Application, Volume 68– No.2, 2013.
  37. Aman Jatain, Garima Sharma, “A Systematic Review of Techniques for Test Case Prioritization” published in international Journal of Computer Application (IJCA), (0975 – 8887) Volume 68– No.2, April 2013 2013.
  38. Aman Jatain, Shivani Goel, “Identification of quality attributes and comparison of DA methods” book chapter published in Lambert Academics Publishing, Germany 2012.
  39. Aman Jatain, Shivani Goel, “Comparison of Domain Analysis Methods in Software Reuse”, International Journal of Information Technology and Knowledge Management July-December 2009, Volume 2, No. 2, pp. 347-352.
  • Aayush Jindal, Aman Jatain, Shalini Bhaskar Bajaj, “Recent Advances in the Index Calculus Method for Solving the ECDLP”, International Conference on Paradigms of Communication, Computing and Data Analytics, Springer Nature , pp. 275-285, 2023.
  • Tarunim Sharma, Aman Jatain, Shalini Bhaskar, Kavita Pabreja, “Ensemble Machine Learning Paradigms in Software Defect Prediction”, Procedia Computer Science, Elsevier, 2023, Pp. 199-209.
  • Tarunim Sharma, Aman Jatain, Shalini Bhaskar, Kavita Pabreja Literature Review: A Comparative Study of Software Defect Prediction Techniques, Proceedings of 3rd International Conference on Artificial Intelligence: Advances and Applications: ICAIAA 2022, pp. 13-29,
  • Ashima Jain, Khushboo Tripathi, Aman Jatain , “Anomaly Detection in the Cloud Environment with Clustering Optimization Model for Attack Detection in IDs”, proceedings of International Conference on IoT, Communication and Automation Technology (ICICAT), 1-5, 2023.
  • Deborah T Joy, Sushr, ee Prangyanidhi, Aman Jatain, Shalini B Bajaj, “Artificial Intelligence Aided Neurodevelopmental Disorders Diagnosis: Techniques Revisited”, proceedings of Machine Intelligence and Smart Systems: Proceedings of MISS 2021, 1-8.
  • Bhavna Galhotra, Aman Jatain, Shalini Bhaskar Bajaj, Vivek Jaglan, “Mobile Payments: Assessing the Threats, Challenges and Security Measures”, 5th International Conference on Electronics, Communication and Aerospace Technology (ICECA), IEEE Explore, 997- 1004, 2021.
  • Rishika Singh, Sagar Shrivastava, Aman Jatain, Shalini Bhaskar Bajaj, “Deepfake Images, Videos Generation, and Detection Techniques Using Deep Learning”, Machine Intelligence and Smart Systems: Proceedings of MISS 2021, Springer, pp. 501-514,
  • Pooja Batra, Aman Jatain, “Software Quality Enhancement Using Hybrid Model of DevOps”, International Conference on Intelligent Systems, Springer Nature, 287, 2021
  • Mrityunjay Abhijeet Bhanja, Sarika Chaudhary, Aman Jatain, “Model Selection for Parkinson’s Disease Classification Using Vocal Features ”, International Conference on Recent Trends in Communication and Intelligent Systems, 145, Springer, 2021.
  • Sarika Chaudhary and Aman Jatain, “Optimization of Test Case Prioritization Using Automatic Dependency Detection ”, International Conference on Recent Trends in Communication and Intelligent Systems, pp. 135, Springer,
  • Jagrit Kalra Pardeep, Aman Jatain, Yojan Arora, “Dyslexia Detection Using Android Application”, International Conference on Machine Intelligence and Smart System, Springer, 2021.
  • Sarika Chaudhary, Aman Jatain, “Performance Evaluation of Clustering Techniques in Test Case Prioritization”, IEEE International Conference on Computational Performance Evaluation (ComPE), pp. 699-703, IEEE Explore,
  • Pooja Batra, Aman Jatain, “Measurement Based Performance Evaluation of DevOps”, IEEE International Conference on Computational Performance Evaluation (ComPE), pp. 699-703, IEEE Explore,
  • Shubham Jain, Aman Jatain and Shalini Bhaskar Bajaj, Smart City Management with IoT and Deep Learning”, 4th International Conference on Communication and Electronics Systems, IEEE Explore, 2019.
  • Irin Anna Solomon, Aman Jatain and Shalini Bhashkar, “Neural Network Based Intrusion Detection: State of the Art”, International Conference on Sustainable Computing in Science, Technology and Management, Elsevier, 2019.
  • Preeti Joon, Shalini Bhaskar Bajaj and Aman Jatain, “Segmentation and Detection of Lung Cancer Using Image Processing and Clustering Techniques”, Progress in Advanced Computing and Intelligent Engineering, Springer, pp. 13-23, 2019.
  • Tushar Taneja, Aman Jatain and Shalini Bhaskar Bajaj, “Predictive Analytics on IOT”, International Conference on Computing, Communication and Automation, IEEE Explore,
  • Aman Jatain and Khushboo Tripathy, “Software Reusability using Data mining Techniques”, International conference on communication and computing systems, published by Taylor & Francis, 2016.
  • Sakshi Patel, Shivani Sinhmar and Aman Jatain “Study of Hierarchical Clustering Algorithms”, International Conference on Computing for Sustainable Global Development, IEEE Explore, 2015, pp: 4321-4325.
  • Priyanka Makkar and Aman Jatain, “Mapping of a Software Maintenance Project to CMMI Model: An Industrial Perspective” IEEE Explore, 2015, pp: 4311-4314.
  • Preety Rathee and Aman Jatain, “Medical Diagnosis System Using Fuzzy Logic Toolbox”, International Conference on Computing, Communication and Automation, IEEE Explore, 2015, pp: 204-208.
  • Raman Keswani, Salil Joshi and Aman Jatain, “Software Reuse in Practice”, Fourth International Conference on Advanced Computing & Communication Technologies, IEEE Explore, pp-159-162,
  • Aman Jatain and Tanvi Chawala, “Architecture for developing reusable components For GIS Systems”, International Conference on Issues and Challenges in Intelligent Computing Techniques (ICICT), IEEE Explore, pp:482-485, 2014.
  • Aman Jatain and Yukti, “Metrics and Models for Software Reliability: A Systematic Review”, International Conference on Issues and Challenges in Intelligent Computing Techniques (ICICT), IEEE Explore, pp: 210-215,
  • Gurjeet Singh Gill, Aditya Wadhwa and Aman Jatain, “Cloud Computing: A New Age of Computing”, International Conference on Advanced Computing & Communication Technologies, IEEE Explore, pp-243-250, 2014.
  • Chahat Monga, Aman Jatain and Deepti Gaur, “Impact of Quality Attribute on Software Reusability and Metrics to Asses these Attributes”, IEEE International Advance Computing Conference (IACC), IEEE Explore, pp: 1430-1434, 2014.
  • Arpita Nagpal and Aman Jatain, “Statistical Review based on Data Clustering Algorithms”, International Conference on Information and Communication Technologies (ICT-2013), 978- 1-4673-5758-6, IEEE Explore, 2013.
  • Aman Jatain and Deepti Gaur, “Estimation of component reusability by identifying Quality attribute of component: A fuzzy Approach”, published in ACM digital Library, ISBN: 978- 1-4503-1310-0,
  • Khushboo Tripathy and Aman Jatain, “Real Time Challenge in Secure of Internet of Things”, In proceedings of Sixth International conference on Advanced Computing and Communication Technologies, pp: 49-51, 2016.
  • Aman Jatain and Pooja Singh, “Supporting Quality Attribute for DA Methods in Software Reuse”, International conference of Reliability, Infocom Technology and Optimization (ICRITO’ 2010).
  • Pooja Singh and Aman Jatain, “A Decision Support System to Assess & Analyze University Level Research Activity”, International conference of Reliability, Infocom Technology and Optimization (ICRITO’ 2010).
  • Aman Jatain, “Object oriented analysis of Elevator System by Extracting the Entity Classes Using UML”, National Conference on Information, Computational Technologies and e- Governance (NCICTG 2010).
  • Aman Jatain and Pooja, “A comparative study of network & traffic simulators under varying VANET’s Conditions”, published in the proceeding of NCMASP 2011 (National Conference) at T.S Engineering College Greater Noida.
  • Aman Jatain, and Jyoti Yadav, “Need for change in methodology for project development in academic knowledge center”, published in National conference on Web & Knowledge based System (WKBS) Emerging trends and perspective.
  • Secured position in top ten with 98% across various institute at National level in Wiley Learn and Win Contest and awarded by Wiley Researcher Academy with a Trophy and Amazon Kindle paper March 2018.
  • GATE 2007 Qualified.
  • Reviewer, Advance in Fuzzy Systems, Hindwi Publications.
  • Session Chair in “Machine Intelligence & Smart systems (MISS-2021)” on Image Processing and Its Applications in Machine Learning, Springer, IPS College of Technology and Management, Shivpuri Link Road, Gwalior, Madhya Pradesh, India, September
  • Session Chair in “International Conference on Computational Intelligence for Engineering and Management Applications “, Recent Advances in Computational Intelligence and Smart Systems, Elsevier, MCKV Institute of Engineering, September 2022.