NASEEM BABU

About

Hi, I am currently a research scholar at the Indian Institute of Technology (IIT) Patna in the Computer Science and Engineering department under the supervision of professor Jimson Mathew. My research areas included machine learning, deep learning, artificial intelligence, brain-computer interface, neuroscience, and audio signal processing in collaboration with the Singapore Institute of Technology (SIT) Singapore with professor Vinod A. Prasad.

Employment

• Indian Institute of Technology Patna Teaching Assistant
  2020 - 2026

Education

• Indian Institute of Technology, Patna Doctor of Philosophy
  2020 - 2026

Projects & Funding

Projects & funding information is unavailable.

Publications (9)

• 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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• Emotion recognition in virtual and non-virtual environments using EEG signals: Dataset and evaluation
  Biomedical Signal Processing and Control 2025 DOI: 10.1016/j.bspc.2025.107674
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• Large Language Models for EEG: A Comprehensive Survey and Taxonomy
  arXiv preprint arXiv:2506.06353 2025
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• Enhancing Lung Acoustic Signals Classification With Eigenvectors-Based and Traditional Augmentation Methods
  IEEE Access 2024 DOI: 10.1109/ACCESS.2024.3417183
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• Exploration of Bonafide and Spoofed Audio Classification Using Machine Learning Models
  2022 IEEE 19th India Council International Conference (INDICON) 2022 DOI: 10.1109/indicon56171.2022.10039908
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• Multiclass Categorisation of Respiratory Sound Signals Using Neural Network
  2022 IEEE Biomedical Circuits and Systems Conference (BioCAS) 2022 DOI: 10.1109/biocas54905.2022.9948675
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