PhD(CSE), M. Tech (IT), B.E (CSE)
Email ID: preeti.gupta@nmims.edu
Subject Teaching:
Compiler Design, Mobile Application Development
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
