Vishakha Agarwal

About

I am Assistant Professor in the, School of Computing Science and Engineering, IILM University, Greater Noida. She is currently pursuing a Ph.D. in Computer Science and Engineering from Rajiv Gandhi Proudyogiki Vishwavidyalaya (RGPV), Bhopal, and holds an M.Tech. in Computer Science and Engineering with a Gold Medal. Her research interests include data mining, pattern warehousing, recommender systems, optimization techniques, and intelligent analytics. She has published research in leading journals and conferences indexed in IEEE, Scopus, and Web of Science, and has contributed book chapters with CRC Press and Springer. She is a co-inventor of Indian patents in AI-driven systems and EdgeAI architectures. An IBM Certified Trainer in AI/ML, NLP, and Pattern Recognition, she actively engages in teaching, research supervision, curriculum development, and peer review for reputed international journals and conferences.

Employment

• IILM UNIVERSITY Assistant Professor
  2022 - Present
• Madhav Institute of Technology & Science, Gwalior Research Assistant
  2019 - 2020
• Madhav Institute of Technology & Science Assistant Professor
  2017 - 2018

Education

• Rajiv Gandhi Proudyogiki Vishwavidyalaya DOCTOR OF PHILOSOPHY
  2018 - 2025
• Madhav Institute of Technology & Science, Gwalior MASTER OF TECHNOLOGY
  2014 - 2016
• Uttar Pradesh Technical University BACHELOR OF TECHNOLOGY
  2010 - 2014

Projects & Funding

Projects & funding information is unavailable.

Publications (11)

• SFX-GAN: sustainable and explainable multi-modal spectral fusion for image dehazing in complex systems
  Complex & Intelligent Systems 2026 DOI: 10.1007/s40747-026-02235-1
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• EDGEAI SMART PROCESSOR
  Indian Patent Office 2025
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• Enhancing knowledge availability through a novel forensic analysis recommendation system architecture
  Intelligent Computing and Communication Techniques 2025 DOI: 10.1201/9781003530190-83
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• Multi-Phase Recommender Framework for Pattern Warehousing Using Evolutionary Optimization
  IEEE Access 2025 DOI: 10.1109/ACCESS.2025.3622481
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• IoT-Driven Environmental Surveillance to Foster Sustainable Development
  Proceedings of the 2024 3rd Edition of IEEE Delhi Section Flagship Conference Delcon 2024 2024 DOI: 10.1109/DELCON64804.2024.10866673
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• Artificial Intelligence and Computational Intelligence based Smart andSustainable Healthcare Systems using IoT
  Indian Patent Office 2023
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• Applicability of Association Rule Mining in Recommendation System for Big Data Analysis
  2022 2nd International Conference on Advance Computing and Innovative Technologies in Engineering Icacite 2022 2022 DOI: 10.1109/ICACITE53722.2022.9823695
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• The Conceptual and Architectural Design of Genetic-Based Optimal Pattern Warehousing System
  Big Data Analytics 2018 DOI: 10.1201/9781315112626-8
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• Discovering optimal patterns for forensic pattern warehouse
  Advances in Intelligent Systems and Computing 2018 DOI: 10.1007/978-981-10-4603-2_11
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• A Novel Optimal Pattern Mining Algorithm using Genetic Algorithm
  International Journal of Computer Applications 2016 DOI: 10.5120/ijca2016910259
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