Vikas Jain

About

I am interested to work in he direction of machine learning.

Employment

• Bennett University Assistant Professor
  2022 - Present
• NMIMS School of Technology Management and Engineering Indore Assistant Professor
  2021 - 2022
• Corporate Institute of Science and Technology Assistant Professor
  2011 - 2016

Education

• Indian Institute of Information Technology Vadodara Ph.D.
  2016 - 2022
• Dhirubhai Ambani Institute of Information and Communication Technology Master of Technology (M.Tech.)
  2009 - 2011

Projects & Funding

Projects & funding information is unavailable.

Publications (10)

• A Novel Approach for Diabetic Retinopathy Detection with Class Imbalanced Datasets
  2026 DOI: 10.1007/978-3-032-14908-4_1
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• Enhancing Cybersecurity Log Analysis with LogGPT: A Novel LLM-Based Approach
  2026 DOI: 10.1007/978-981-95-0701-6_2
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• Subpixel-Aware Hyperspectral Image Classification Using ETAP-Guided Autoencoder and Vision Transformer Fusion
  IEEE Access 2026 DOI: 10.1109/ACCESS.2026.3704440
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• SVD-CLAHE boosting and balanced loss function for Covid-19 detection from an imbalanced Chest X-Ray dataset
  Computers in Biology and Medicine 2022 DOI: 10.1016/j.compbiomed.2022.106092
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• HML-RF: Hybrid Multi-Label Random Forest
  IEEE Access 2022 DOI: 10.1109/ACCESS.2022.3154420
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• M-ary Random Forest - A new multidimensional partitioning approach to Random Forest
  Multimedia Tools and Applications 2021 DOI: 10.1007/s11042-020-10047-9
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• Exponential Weighted Random Forest for Hyperspectral Image Classification
  International Geoscience and Remote Sensing Symposium (IGARSS) 2019 DOI: 10.1109/IGARSS.2019.8897862
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• Exponentially Weighted Random Forest
  Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2019 DOI: 10.1007/978-3-030-34869-4_19
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• Investigation of a Joint Splitting Criteria for Decision Tree Classifier Use of Information Gain and Gini Index
  IEEE Region 10 Annual International Conference, Proceedings/TENCON 2019 DOI: 10.1109/TENCON.2018.8650485
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• M-ary Random Forest
  2019 DOI: 10.1007/978-3-030-34869-4_18
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