Jimson Mathew

Employment

• Indian Institute of Technology Patna Associate Professor
  2016 - Present

Education

• University of Bristol PhD
  2015 - Present

Projects & Funding

Projects & funding information is unavailable.

Publications (34)

• Large language models for time-series analysis: A survey with experimental evaluation for classification
  Expert Systems with Applications 2027 DOI: 10.1016/j.eswa.2026.133932
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• Harnessing Transformer-Based Language Models for Interstitial Lung Diseases Diagnosis From Time-Frequency Encodings of Lung Sounds
  IEEE Sensors Letters 2026 DOI: 10.1109/LSENS.2026.3702525
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• Unsupervised Domain Adaptation for EEG-Based Emotion Recognition in Virtual Environments
  SN Computer Science 2026 DOI: 10.1007/s42979-026-05192-1
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• Modality reprogramming: Adapting frozen LLMs for multi-channel EEG classification
  Neurocomputing 2026 DOI: 10.1016/j.neucom.2025.132407
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• Fourier-Driven Lightweight Token Mixing Model for Efficient Time Series Forecasting
  IEEE Transactions on Artificial Intelligence 2026 DOI: 10.1109/TAI.2025.3584693
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• Indeterminacy-Driven Trade-Off in Reinforcement Learning on Neutrosophic Fuzzy Hypergraphs for Explainable Item Recommendation With Path-Compliant Rewards
  IEEE Transactions on Emerging Topics in Computational Intelligence 2026 DOI: 10.1109/TETCI.2025.3616051
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• A Curvature-Controlled Contextual–Perceptual Feature Fusion Framework for ILD Detection From Respiratory Sounds
  IEEE Signal Processing Letters 2026 DOI: 10.1109/LSP.2026.3722466
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• A Reinforcement Learning–Inspired Latent Yield-Based Adaptive Algorithm Switching Mechanism
  2026 DOI: 10.1007/978-3-032-23604-3_8
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• Data-Driven Approaches for the Automatic Dental Pulp Exposure Detection: A Study on Periapical Oral Radiographs
  IEEE Access 2026 DOI: 10.1109/ACCESS.2026.3675675
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• LLM-Semantic Enrichment of Neutrosophic Fuzzy Hypergraphs for Indeterminacy-Driven Reinforcement Learning and Explainable Path-Based Recommendations
  IEEE Access 2026 DOI: 10.1109/ACCESS.2026.3715708
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