Dr. Preeti Gupta

Major Achievements, Honours and Awards, Certifications

• PhD Guidance -1 (Degree awarded to research scholar in CSE, Amity University Maharashtra, 2023)
• Research Paper on “Implementing Security in DHT overlay P2P Networks using the approach of Secure Multiparty Computation” awarded with best paper award in International IT Summit, ‘Confluence – The Next Generation Information Technology’, 27-28 January 2011, at Amity University Uttar Pradesh.
• Successfully completed Credit based MOOC course on Natural Language Processing by NPTEL, Funded by MoE Govt. Of India
• Successfully completed Credit based MOOC course on Deep Learning by NPTEL, Funded by MoE Govt. Of India
• Successfully completed PG Level Course in Digital Signal Processing from IIT Bombay

Teaching Experience

• 22 years

Teaching Interests

• Machine Learning, Python Programming, Data Mining, Business Intelligence, Advanced Algorithms, Soft Computing, Natural Language Processing, Theory of Automata & Computation, System Programming, Object Oriented Programming

Research Interests

• Machine Learning, Deep Learning, Knowledge Management, Data Mining, Evolutionary Algorithms

Research Guidance

• Guided 1 PhD, 15 M.Tech. Dissertations

International Professional Membership Held

• Machine Intelligence Research (MIR) Labs, USA,
• International Association of Computer Science and Information Technology, Singapore (IACSIT).

Research Publications

• Application of probabilistic neural network for speech emotion recognition, International Journal of Speech Technology Springer 2023 (Scopus)
• Implementing Machine Learning Models for Drought Prediction Based on Metrological Drought Indices with Varying Time Scales: A Case of Latur Region. In Recent Advances in Sustainable Environment: Select Proceedings of RAiSE 2022 (pp. 183-195). Singapore: Springer Nature Singapore. (Scopus)
• Leveraging Artificial Intelligence in a Human-Centric Society 5.0: A Health Care Perspective, Healthcare and Knowledge Management for Society 5.0: Trends, Issues, and Innovations, Taylor and Francis, CRC Press,2022 (Scopus)
• Advanced signature-based intrusion detection system. In Intelligent Communication Technologies and Virtual Mobile Networks: Proceedings of ICICV 2022 (pp. 305-321). Singapore: Springer Nature Singapore. (2022) (Scopus)
• Dynamic Updating of Signatures for Improving the Performance of IDS. In Expert Clouds and Applications: Proceedings of ICOECA 2022 (pp. 659-673). Singapore: Springer Nature Singapore. (2022) (Scopus)
• Evolution of Business Intelligence System: From Ad-Hoc Report to Decision Support System to Data Lake Based BI 3.0 Healthcare and Knowledge Management for Society 5.0: Trends, Issues, and Innovations, Taylor and Francis, CRC Press,2022 (Scopus)
• Supervised classification model for estimation of wear in sisal fibre-epoxy composites. Materials Today: Proceedings, 2022 (Scopus Indexed)
• Real-time intrusion detection based on residual learning through ResNet algorithm. International Journal of System Assurance Engineering and Management, 1-15.,2022(Scopus)
• Investigation of Results Using Various Databases and Algorithms for Music Player Using Speech Emotion Recognition. In International Conference on Soft Computing and Pattern Recognition (pp. 205-215). Cham: Springer International Publishing.,2021(Scopus)
• Multiobjective Genetic Algorithm and Non-Dominated Sorting Based Rank Assignment Method for Optimal Knowledge-set Generation – A Classification Rule Mining System, International Journal of Systems Assurance Engineering and Management, Springer (Accepted, Scopus Indexed)
• Results of a Novel Music Player using Speech and Text Emotion Recognition for Mood Uplift, Design Engineering, 2021
• Software-Defined Networking: Evolution, Open Issues, and Challenges, Disruptive Technologies for Society 5.0 (Book Chapter) CRC Press, 2021
• Feasibility study of android application in architectural education, International Journal of Scientific and Technology Research,9(2), pp. 2682–2686, (Scopus) 2020
• Label Powerset based Multi-Label Classification for Mobile Applications, AISC Series of Springer (Scopus) 2018
• Knowledge building through optimized classification rule set generation using Genetic Based Elitist Multi Objective Approach, In Neural Computing and Applications (NCAA) Online ISSN 1433-3058, Springer-London,2017 (SCI Indexed). (Impact Factor 2.505)
• Implementation of Genetic Algorithm for developing knowledge centric environment in higher education, International Journal of Hybrid Intelligent Systems 14 (2017) 13–19, DOI 10.3233/HIS-170238, IOS Press, 2017
• A Practical Approach for Parallel k-means, International Journal of Engineering and Computer Science ISSN:2319-7242, Volume 6 Issue 3 March 2017, 20647-20650, 2017
• Role of decision tree in supplementing tacit knowledge for Hypothetico-Deduction in higher education, International Journal of Systems Assurance Engineering and Management, Springer (DOI: 10.1007/s13198-016-0483-6) (0976-4348), 2016 (Scopus)
• Relevance Index for Inferred Knowledge in Higher Education Domain using Data Mining, AISC Series of Springer, 2016 (Scopus)
• Opposition learning based phases in artificial bee colony, International Journal of Systems Assurance Engineering and Management, DOI 10.1007/s13198-016-0545-9, 2016 (Scopus)
• Identifying knowledge indicators in Higher Education Organization, Elsevier Procedia Computer Science, 46 (2015) 449 – 456, 2015. (Scopus)
• Genetic based Weighted Aggregation model for optimization of student’s performance in Higher Education, AISC Series of Springer,2015 (Scopus)
• Extension to Alpha Algorithm for Process Mining, International Journal of Engineering and Computer Science ISSN: 2319-7242, Volume 4 Issue 9, 14383-14386, 2015
• An Approach for Parallel K-means based on Dunn’s Index, International Journal of Advanced Research in Computer Science and Software Engineering, Volume 5, Issue 5, 1665-1668, 2015
• A Novel Approach towards Analysing Logs, International Journal of Engineering Science Invention Research & Development; Vol. II Issue III,169-171, 2015
• A Platform Independent Log Analyser with Searched Keywords Reporting Feature, International Journal of Engineering and Computer Science ISSN: 2319-7242, Volume 4 Issue 9, 14417-14420, 2015
• A Comparative Study and Literature Survey on Privacy Preserving Data Mining Techniques, International Journal of Computer Science and Mobile Computing, Vol. 4, Issue. 4, 480 – 486, 2015
• Process Mining: A Broad Perspective, BSSS Journal of Computer, Issue-I, Vol.- V, 89-99, 2014
• Effective curriculum development through rule induction in knowledge centric higher education organization, IET conference Publication, Volume 2013, Issue 647 CP, 475- 480,2013 (Scopus)
• Privacy Preserving Clustering on centralized data through scaling transformation, International Journal of Computer Engineering & Technology, Volume 4, Issue 3, 449-454, 2013
• Distributed SAP HANA Database for efficient Processing, International Journal of advance research in Computer and Communication Engineering, Vol 2, Issue 6, 2013
•  Preserve privacy of Horizontally Distributed data through scaling for clustering, International Journal of advance research in Computer and Communication Engineering, Vol 2, Issue 7, 2706-2709, 2013
• Achieving Excellence through Knowledge Mapping in Higher Education Institution, International Journal of Computer Applications, iRAFIT – Number 8, 5-10., 2012

Conference Papers Presentation

• Mapping Knowledge for Sustainable Academic environment-A Comparative Study, Presented in National Conference on Data Management & Security, September 22-23, 2011 at Amity University Rajasthan, Jaipur, India
• Implementing Security in DHT overlay P2P Networks using the approach of Secure Multiparty Computation, January 27-28, 2011, International IT Summit, ‘Confluence – The Next Generation Information Technology’ at Amity University Uttar Pradesh
• Privacy Preserved Solution for cooperative Computation Problem in Secure Multiparty environment, Presented in National Conference on Recent Trends in Computing & Information Processing, February 17-18, 2010 at Kavikulguru Institute of Technology & Science, Ramtek, India
• Privacy Preserved Clustering through transformation function, Presented in National Conference on Emerging Trends in Computational Science and Engineering, March 27-28, 2010, Krishna Engineering College, Ghaziabad.
• Role Based Authorization: A Paradigm for Access Control, National Seminar on Achieving World Class Excellence: Education & Industry, November 26-28, 2004 at Yeshwantrao Chavan College of Engineering, Nagpur, India

Recent Session Chair/ Co-Chair/Reviewing Board

• Organizing Committee Member/Reviewer – International Conference 8th International Conference on Soft Computing: Theories and Applications 21-23 December 2023
• Technical Session Chair of ICRACT-2022 International Conference on Recent Advances in Computational Techniques at Amity University Mumbai,10th -11th March 2022.
• Reviewer – International Conference RAiSE 2022 Recent Advances in Sustainable Environment February 25-26, 2022 at Shobhit University Gangoh Uttar Pradesh, India
• Organizing Committee member of SoCTA 2021, 6th International Conference on Soft Computing: Theories and Applications 17-19 December 2021 Indian Institute of Information Technology (IIIT) Kota Rajasthan India.
• Session Co-chair – Disruptive Technologies: Trends and Innovations in 9th International Conference on Reliability, Infocom Technologies and Optimization (ICRITO) at Amity University Uttar Pradesh, Noida, India,3rd and 4th September 2021.
• Certificate of Appreciation for conducting online module on Mobile Application and Development during May 2021 – July 2021 for Amity Mauritius
• Organizing Committee member of SoCTA 2020, 5th International Conference on Soft Computing: Theories and Applications 25-27 December 2020 (Online Mode)
• Technical Session Chair of e-ICRACT-2020 International Conference on Recent Advances in Computational Techniques at Amity University Mumbai,26th -27th June 2021.
• Member of Reviewing Board of International Conference on Emerging Trends in Communication, Control and Computing (ICONC3) (September 20-21, 2019 at School of Engineering and Technology, Mody University of Science and Technology, Lakshmangarh)
• 2nd International Conference on Emerging Technologies in Computer Engineering: (ICETCE 2019) Microservices in Big Data Analytics (Swami Keshvanand Institute of Technology, Management & Gramothan, Ramnagaria Jaipur, India, February 1-2, 2019)
• Organizing Committee/PC Member/ Member of reviewing Board of International Conference Soft Computing: Theories & Applications (SoCTA 2018) – Dr B R Ambedkar National Institute of Technology, Jalandhar, Punjab, India (21-23rd Dec 2018)
• Reviewer – International Journal of Applied Metaheuristic Computing (IJAMC), Education and Information Technologies Journal, International Journal of System Assurance Engineering and Management

FDP/Seminars /Workshops Attended – 40+

FDP/Seminars /Workshops Organized – 30+

Roles and Responsibilities –

• Co-ordinator Accreditation Committee – School of Technology Management & Engineering, NMIMS, Navi Mumbai
• Academic and Examination Coordinator – Amity Institute of Information Technology, Amity University Mumbai
• Member of Board of Studies – Amity Institute of Information Technology Amity University Mumbai
• Member of School Research Committee – Amity Institute of Information Technology/ Amity School of Engineering & Technology, Amity University Mumbai
• Head of the Department –CSE/IT, Amity University Rajasthan
• Learning Management System (LMS) Coordinator (University Level) Amity University Rajasthan
• Dy. Superintendent of Examination (University Level) Amity University Rajasthan
• Member of Gender Cell (University Level) Amity University Rajasthan
• Member of Board of Studies, Amity School of Engineering & Technology, Amity University Rajasthan
• Member of University Examination Committee at Amity University Rajasthan
• Faculty Coordinator of Institution of Engineering & Technology (IET), UK at Amity University Rajasthan

Email ID: preeti.gupta@nmims.edu