UMANGBHAI SONI

Employment

• Parul University Assistant Professot
  2009 - Present

Education

• NAMTECH International Professional Master Program
  2025 - 2026
• Parul University Ph.D
  2020 - 2026
• Gujarat Technological University Master of Engineering
  2010 - 2012
• Gujarat University Bachelor of Engineering
  2003 - 2007

Projects & Funding

Projects & funding information is unavailable.

Publications (8)

• A Machine Learning Approach for Bearing Fault Identification Using IFWHT, GLCM, and Feature Ranking
  Advanced Engineering Letters 2026 DOI: 10.46793/adeletters.2026.5.1.1
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• Enhancing credit risk prediction via voting classifier and meta-dynamic ensemble selection on imbalanced data
  Discover Artificial Intelligence 2026 DOI: 10.1007/s44163-026-00849-5
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• Addressing Class Imbalance in Credit Scoring through a Two-Stage Meta-Ensemble Strategy
  2025 5th International Conference on Evolutionary Computing and Mobile Sustainable Networks (ICECMSN) 2025 DOI: 10.1109/icecmsn68058.2025.11383080
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• Latest Advancements in Credit Risk Assessment with Machine Learning and Deep Learning Techniques
  Cybernetics and Information Technologies 2024 DOI: 10.2478/cait-2024-0034
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• Multi-layered MXene and GST Material–Based Reflective Index Sensor: Numerical Study and Predication of Behaviour Using Machine Learning
  Plasmonics 2024 DOI: 10.1007/s11468-024-02548-2
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• Highly sensitive Borophene-metal-Si based multilayered Terahertz frequency spectrum based refractive index sensor
  Physica Scripta 2024 DOI: 10.1088/1402-4896/ad28df
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• Numerical investigation of MXene-based ultrawideband solar absorber with behaviour prediction using machine learning
  Optical and Quantum Electronics 2024 DOI: 10.1007/s11082-023-05622-x
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• Borophene-Ge2Sb2Te5 (GST)-Based Refractive Index Sensor: Numerical Study and Behaviour Prediction Using Machine Learning
  Plasmonics 2023 DOI: 10.1007/s11468-023-02073-8
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