Unsupervised classification of atrial heartbeats using a prematurity index and wave morphology features. - José Luis Rodríguez-Sotelo; David Cuesta-Frau; Germán Castellanos-Domínguez (Medical Biol. Eng. Comput., 2009)

Unsupervised feature relevance analysis applied to improve ECG heartbeat clustering. - José Luis Rodríguez-Sotelo; Diego Hernán Peluffo-Ordóñez; David Cuesta-Frau; Germán Castellanos-Domínguez (Comput. Methods Programs Biomed., 2012)

Automatic Sleep Stages Classification Using EEG Entropy Features and Unsupervised Pattern Analysis Techniques. - José Luis Rodríguez-Sotelo; Alejandro Osorio-Forero; Alejandro Jiménez-Rodríguez; David Cuesta-Frau; Eva M. Cirugeda-Roldán; Diego Hernán Peluffo-Ordóñez (Entropy, 2014)

The shape of dementia: new measures of morphological complexity in event-related potentials (ERP) and its application to the detection of Alzheimer's disease. - Alejandro Jiménez-Rodríguez; José Luis Rodríguez-Sotelo; Alejandro Osorio-Forero; J. M. Medina; Francia Restrepo de Mejía (Medical Biol. Eng. Comput., 2015)

Automatic Motion Segmentation via a Cumulative Kernel Representation and Spectral Clustering. - O. R. Oña-Rocha; O. T. Sánchez-Manosalvas; Ana Cristina Umaquinga-Criollo; P. D. Rosero-Montalvo; Luis E. Suárez-Zambrano; José Luis Rodríguez-Sotelo; Diego Hernán Peluffo-Ordóñez (IDEAL, 2017)

Sleep Stages Clustering Using Time and Spectral Features of EEG Signals - An Unsupervised Approach. - José Luis Rodríguez-Sotelo; Alejandro Osorio-Forero; Alejandro Jiménez-Rodríguez; Francia Restrepo de Mejía; Diego Hernán Peluffo-Ordóñez; Jorge Serrano (IWINAC (1), 2017)

Segment Clustering for Holter Recordings Analysis. - José Luis Rodríguez-Sotelo; Diego Hernán Peluffo-Ordóñez; D. López-Londoño; Andrés Eduardo Castro-Ospina (IWINAC (1), 2017)

Developments on Solutions of the Normalized-Cut-Clustering Problem Without Eigenvectors. - Leandro Leonardo Lorente-Leyva; Israel David Herrera-Granda; Paul D. Rosero-Montalvo; Karina L. Ponce-Guevara; Andrés Eduardo Castro-Ospina; Miguel A. Becerra; Diego Hernán Peluffo-Ordóñez; José Luis Rodríguez-Sotelo (ISNN, 2018)

Emotion Recognition System Based on EEG Signal Analysis Using Auditory Stimulation: Experimental Design. - Catalina Aguirre-Grisales; Edwin Gaviria-Cardenas; Victor Hugo Castro-Londoño; Héctor Fabio Torres Cardona; José Luis Rodríguez-Sotelo (HCI (34), 2019)

Interpolation, a Model for Sound Representation Based on BCI. - Héctor Fabio Torres Cardona; Catalina Aguirre-Grisales; Victor Hugo Castro-Londoño; José Luis Rodríguez-Sotelo (HCI (15), 2019)

A comparative study of machine learning and deep learning algorithms to classify cancer types based on microarray gene expression data. - Reinel Tabares-Soto; Simon Orozco-Arias; Victor Romero-Cano; Vanesa Segovia Bucheli; José Luis Rodríguez-Sotelo; Cristian Felipe Jiménez-Varón (PeerJ Comput. Sci., 2020)

Prediction of weaning failure using time-frequency analysis of electrocardiographic and respiration flow signals. - Hernando González Acevedo; José Luis Rodríguez-Sotelo; Carlos Arizmendi; Beatriz F. Giraldo (Biomed. Signal Process. Control., 2025)