Garima Nain

About

The research interests are machine learning, deep learning, edge computing, and their applications in manufacturing, Industry 5.0, and medical imaging.

Employment

• IIT Gandhinagar Research Associate
  2025 - 2025
• ABV-IIITM Research scholar
  2020 - 2025

Education

• MITS M.E.
  2017 - 2019
• Maharana pratap college of technology B.E.
  2013 - 2017
• ABV-IIITM PhD

Projects & Funding

Projects & funding information is unavailable.

Publications (22)

• Explainable AI (XAI) in Medical Decision Making
  2026 DOI: 10.1007/978-3-032-18871-7_13
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• MCMDA: A continual learning and frugal AI based quality inspection mechanism for edge computing platforms
  Advanced Engineering Informatics 2026 DOI: 10.1016/j.aei.2025.103929
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• Decoding the future of edge computing in smart manufacturing: an industry 5.0 perspective
  The International Journal of Advanced Manufacturing Technology 2026 DOI: 10.1007/s00170-026-18577-6
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• Advancements in acne detection and classification: A bibliometric analysis
  Computers and Electrical Engineering 2025 DOI: 10.1016/j.compeleceng.2025.110693
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• Concurrence of artificial intelligence and additive manufacturing: a bibliometric analysis
  Total Quality Management and Business Excellence 2025 DOI: 10.1080/14783363.2025.2551681
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• Cybersecurity and Ethical Considerations in AI-Augmented Optical Fiber Sensing
  Progress in Optical Science and Photonics 2025 DOI: 10.1007/978-981-96-6158-9_10
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• DABNet: Hybrid Acne Classification Approach with Attention-Based Transfer Learning using Bayesian Optimization
  Esic 2025 5th International Conference on Emerging Systems and Intelligent Computing Proceedings 2025 DOI: 10.1109/ESIC64052.2025.10962593
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• Data Agent-Based Volumetric Progress Monitoring over Mobile Ad-Hoc Network in Disaster Management
  2024 DOI: 10.1007/978-3-031-64064-3_17
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• SCL: A sustainable deep learning solution for edge computing ecosystem in smart manufacturing
  Journal of Industrial Information Integration 2024 DOI: 10.1016/j.jii.2024.100703
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• Necessity of fuzzy logic: Trends in software reliability assessment
  Reliability Assessment and Optimization of Complex Systems 2024 DOI: 10.1016/B978-0-443-29112-8.00009-8
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