SOURAV KUMAR PUROHIT

Employment

• SRM University, Andhra Pradesh Assistant Professor
  2026 - Present

Education

• Sambalpur University Ph.D
  2021 - 2025

Projects & Funding

Projects & funding information is unavailable.

Publications (8)

• Accurate Air Quality Index Prediction Using Variational Mode Decomposition and Stacked Ensemble Learning
  2026 DOI: 10.1007/978-3-032-16830-6_16
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• Decomposition-based hybrid methods employing statistical, machine learning, and deep learning models for crude oil price forecasting
  Neural Computing and Applications 2025 DOI: 10.1007/s00521-025-11178-6
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• A Novel Series-Parallel Hybrid Method Employing Fusion of Deep Features for Air Quality Index Forecasting
  Ssrn 2025 DOI: 10.2139/ssrn.5275908
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• Crude Oil Price Forecasting Using Hybridization of Optimized Deep Learning and Shallow Machine Learning Models
  2025 DOI: 10.1007/978-3-031-79041-6_1
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• Forecasting Crude Oil Prices: A Machine Learning Perspective
  Communications in Computer and Information Science 2024 DOI: 10.1007/978-3-031-56998-2_2
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• Novel deterministic and probabilistic forecasting methods for crude oil price employing optimized deep learning, statistical and hybrid models
  Information Sciences 2024 DOI: 10.1016/j.ins.2023.120021
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• Study and development of hybrid and ensemble forecasting models for air quality index forecasting
  Expert Systems 2023 DOI: 10.1111/exsy.13449
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• Time Series Forecasting of Price of Agricultural Products Using Hybrid Methods
  Applied Artificial Intelligence 2021 DOI: 10.1080/08839514.2021.1981659
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