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Dr . Huma Parveen

Dr . Huma Parveen

Assistant Professor, Computer science and application

Huma.parveen@vgu.ac.in

BIO

Dr. Huma Parveen is an Assistant Professor in the Department of Computer Science and Application at Vivekananda Global University, Jaipur, specializing in Knowledge-Based Systems, Artificial Intelligence, Advanced Fuzzy Techniques, and Intelligent Decision Support Models. She holds a Ph.D. in Computer Science & Engineering from Amity University, Uttar Pradesh, where her research focused on the “Performance Evaluation and Design of Knowledge-Based Systems using Advanced Fuzzy Techniques.” Her scholarly contributions include 2 Science Citation Indexed (SCI) journal publications, 2 Scopus-indexed journal papers, and presentations of 5 research papers at reputed international conferences. She has also contributed book chapters in areas such as AI driven healthcare analytics and ensemble learning. Her research integrates fuzzy logic, deep learning, ontology-based reasoning, and ensemble classifiers to address complex challenges in medical risk prediction and intelligent systems design. She has participated in multiple national and international workshops and faculty development programs related to machine learning, optimization, statistical methods, and computational technologies. As an academician and researcher, she is committed to advancing interdisciplinary research, delivering high quality teaching, and guiding students toward innovation in emerging areas of computing and artificial intelligence.

Additional Administrative Titles -

  • Exam Co-ordinator, Research Co- Coordinator, Proctorial Board Member

Academic Degrees -

  • B.tech in Information Technology. M.Tech in Computer Science and Engineeering from Babu Banarsi Das University , Lucknow Uttar Pradesh.
  • Ph.D in Computer Science and Engineering From Amity University , Uttar Pradesh

Academic Appointments -

  • Assistant Professor – Vivekananda Global University, Jaipur (Since July 14, 2025)
  • Research Scholar (Full Time) – Amity University, Uttar Pradesh (July 2019 – 30 January 2025)
  • Business Development Executive – Rural Shores Skill Development Academy, Gurgaon (May 2018 – June 2019)
  • Assistant Professor – Vedant Institute of Technology, Noida (May 2017 – April 2018)

Professional Experience -

  • Research Scholar – 6 years
  • Assistant Professor – 1 year 3 months
  • Business Development Executive – 1 year

    • Research Interests - Machine Learning, Deep Learning , Artificial Intelligence

    Books Chapters (Scopus)-

    • A Book Chapter titled “Parametric Analysis on Disease Risk Prediction System Using Ensemble Classifier” has been published in Book titled “Lecture Notes on Data Engineering and Communications Technologies” in 2022.
    • A Book Chapter Title “ A Comprehensive study of risk prediction techniques for cardiovascular disease” has been published in Book titled “Artificial Intelligence, block chain, Computing and Security: Volume 1” in 2023

    Degree Courses -

  • Python for Data Science
  • Machine Learning

    • Scopus -

    • Paper titled “Disease risk level prediction based on knowledge driven optimized deep ensemble framework” – Published in Biomedical Signal Processing and Control (Web of Science journal, SCI) with Impact Factor 4.9.
    • Paper titled “Fuzzy-Ontology based knowledge driven disease risk level prediction with optimization assisted ensemble classifier” – Published in Data and Knowledge Engineering (SCI) with Impact Factor 2.7.
    • Paper titled “Enhanced Knowledge Based System for Cardiovascular Disease Prediction using Advanced Fuzzy TOPSIS” – Published in Scopus Indexed Journal International Journal of Intelligent Systems and Applications in Engineering.
    • Paper titled “Performance Evaluation and Development of Knowledge Based System: A Survey” – Accepted in Scopus Indexed Journal Int. J. Information and Decision Sciences (Inderscience Publications, Scopus).

    Conference Publications (Scopus) -->

    • A paper Titled “Disease Risk Level Prediction Using Ensemble Classifiers: An Algorithmic Analysis” has been published as the Proceedings of the Confluence 2022 - 12th International Conference on Cloud Computing, Data Science and Engineering.