Swati Pratap Jagdale
Associate Professor
- Teaching
About
Dr. Swati has completed B.E (Computer Science & Engineering) in 2005 from NMU, Maharashtra. She received M.Tech (Computer Science & Engineering) in 2012 and a Ph.D. in 2024 from VTU, Karnataka. She has 13+ years of experience in academics. She is working at PES University since 2014. Her areas of interest are Scientometrics, Data Science, and Machine Learning.
Lecturer, SSVPS BSD College of Engineering, Dhule, Maharashtra, 2005 - 2008
Lecturer, Alard College Of Engineering and Management, Pune., 2011 - 2012
Intern, Intel, Bengaluru, 2011 - 2012
Assistant Professor, PES University, 2014 - 2023
Associate Professor, PES University, 2024 - Till date
Automata Theory
Compiler Design
Database Management Systems
Data Analytics
Algorithms for Information Retrieval and Intelligence Web
Manage CoDMAV research centre activities and various departmental coordination's
Scientometrics
Data Science
Social Network Analysis
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Scientometrics: A Study of Scientific Parameters and Metrics (Book chapter) , Handbook of Research on Applied Cybernetics and Systems Science, IGI Global.
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Big Data Acquisition, Preparation, and Analysis Using Apache Software Foundation Tools (Book chapter), , CRC press ,Taylor and francis
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A Study of Revenue Cost Dynamics in Large Data Centers: A Factorial Design Approach, ICC/ACM Conference.
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Interpreting Breast Cancer Recurrence Prediction Models: Exploring Feature Importance with Explainable AI, 2024 3rd International Conference on Artificial Intelligence For Internet of Things (AIIoT)
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Audio Description of Videos Using Machine Learning, 2024 IEEE 9th International Conference for Convergence in Technology (I2CT), 1-6
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Ingredients to recipe: A yolo-based object detector and recommendation system via clustering approach, 2023 Third International Conference on Artificial Intelligence and Smart Energy (ICAIS)
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Object Detection and Video Analyser for the Visually Impaired, 2023 Third International Conference on Artificial Intelligence and Smart Energy (ICAIS)
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Non-parallel denoised voice conversion using vector quantisation, 2021 4th International Conference on Recent Trends in Computer Science and Technology (ICRTCST)
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Semantic Influence Score: Tracing Beautiful Minds Through Knowledge Diffusion and Derivative Works, International Conference on Database and Expert Systems Applications, 106-115, 2021
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Use of NoSQL database and visualization techniques to analyze massive scholarly article data from journals, Journal of Scientometric Research (Wolter-Kluwer).
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Analyzing the Common Wisdom of Binarization Doctrine in Internationality Classification of Journals: A Machine Learning Approach, Journal of Scientometric Research (Wolter-Kluwer).
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Epigraphiology: A Hybrid Approach for Measuring and Analyzing Influence Diffusion in Article Networks, Journal of Scientometric Research 13 (2), 615-624, 2024
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NLRIS: Modeling and Analysis of Non-local Influence of Research Output of Institutions, Journal of Scientometric Research 11 (1), 79-88, 2022
Education
B.E (CSE), North Maharashtra University, Maharashtra, 2005
M.Tech (CSE), VTU, Karnataka, 2014
P.hd, VTU, Karnataka, 2024