Renuka Agrawal

About

Dr. Renuka Agrawal is currently associated with Dnyaan Prasad Global University (DPGU), School of Technology and Research (STR), Pune, as an Associate Professor in the Department of Computer Engineering. She has a rich academic experience of 19 years from various Engineering colleges across India. She completed PhD in Computer Science and Engineering from Dr. C. V. Raman University Bilaspur in 2020, and M.Tech(Hons.) from NIT Raipur in 2002. Her research domain includes Data Mining, Machine Learning, Expert Systems, Big Data, Explainable AI (XAI). She is member (senior) IEEE and ISTE( Life Member).

Employment

• Dr. D. Y. Patil Dnyan Prasad University Associate Professor
  2026 - Present
• Symbiosis International University Symbiosis Institute of Technology Assistant Professor
  2022 - 2026
• Roorkee Institute of Technology Associate Professor
  2021 - 2022
• Pillai College of Engineering Assistant Professor
  2006 - 2011
• Christian College of Engineering and Technology Senior Lecturer
  1998 - 2003

Education

• National Institute of Technology Raipur M.Tech(Computer Technology)
  2000 - 2002
• Bhilai Institute of Technology Bachelor of Engineering
  1992 - 1996

Projects & Funding

Projects & funding information is unavailable.

Publications (73)

• Analyzing the Digital Pulse of Mahakumbh Mela: NLP-Driven Sentiment Insights from Twitter
  2027 DOI: 10.1007/978-3-032-33581-4_22
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• Triplet learning-based generalized additive model leveraging explainable convolutional neural network for the early detection of autism in children
  Intelligence-Based Medicine 2026 DOI: 10.1016/j.ibmed.2026.100466
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• Study on the Impact of Educational Awareness About Association of Soft Drink Consumption and Diabetes Mellitus
  American Journal of Health Education 2026 DOI: 10.1080/19325037.2026.2692483
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• Harnessing Predictive Analytics and Machine Learning for Early Obesity Detection: A Multi-factorial Assessment and Personalized Intervention Framework
  2026 DOI: 10.1007/978-981-96-8639-1_9
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• “SK@ D” Smart Kit at Door-Internet of Things (IoT) Based Smart System Enabling Notifications
  Int. J. Advance Soft Compu. Appl, 2026
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• Improving Predictive Performance in Telecom Churn Modeling with Hybrid SMOTE and GAN-Based Synthetic Data Generation
  International Journal of Computational Intelligence Systems 2026 DOI: 10.1007/s44196-026-01204-3
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• IoT-Based Smart Health Monitoring System for Real-Time Vital Parameter Tracking and Emergency Alerting
  2026
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• A Comprehensive Review of Artificial Intelligence in Healthcare: Emphasizing the Need for Explainability in Patient-Centric Applications
  INTERNATIONAL JOURNAL of FUZZY LOGIC and INTELLIGENT SYSTEMS 2026 DOI: 10.5391/ijfis.2026.26.2.156
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• IoT-Enabled Dual-Chamber Automated Smart Composter for Domestic Organic Waste Recycling.
  Indian Patent Office (CGPDTM), DPIIT, Ministry of Commerce and Industry, Government of India. 2026
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• Explainable AI in early autism detection: a literature review of interpretable machine learning approaches
  Discover Mental Health 2025 DOI: 10.1007/S44192-025-00232-3
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