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Cristhian K. Valencia-Marin

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Open access Jul 2026

EEG-Based Supported Diagnosis of ADHD Using Subject-Specific HMMs and Stationary RKHS Embeddings

This work introduces Hidden Markov Model-Induced Stationary RKHS Distance Learning (HIS), a probabilistic framework that represents each subject by a Hidden Markov Model with Gaussian-mixture emissions trained directly from frontal EEG recordings.

Leonardo Lopez-Ortiz, Cristhian K. Valencia-Marin, J. Gil-González et al. · Italian National Conference... · 0 citations