Steffi Philip Mulamoottil

Employment

• Vellore Institute of Technology Research Associate
  2021 - Present

Education

Education history is unavailable.

Projects & Funding

Projects & funding information is unavailable.

Publications (4)

• An Insomnia Detection Model using Augmented Two-Class Multichannel EEG Frequencies
  Ssrg International Journal of Electrical and Electronics Engineering 2026 DOI: 10.14445/23488379/IJEEE-V13I2P109
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• Introduction of sub-band augmentation with machine learning to develop an insomnia classification model using single-channel EEG signals
  Physiological Measurement 2025 DOI: 10.1088/1361-6579/adfda8
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• A double-layered fully automated insomnia identification model employing synthetic data generation using MCSA and CTGAN with single-channel EEG signals
  Scientific Reports 2024 DOI: 10.1038/s41598-024-74706-9
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• Signal Pre-Processing and Classification Algorithms for the Automatic Identification of Insomnia: A Short Review
  Ssrg International Journal of Electronics and Communication Engineering 2023 DOI: 10.14445/23488549/IJECE-V10I12P106
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