Machine Learning approach applied to Human Activity Recognition - An application to the VanKasteren dataset. - Paola Ariza Colpas; Alvaro Agustín Oñate-Bowen; Eydy del Carmen Suarez-Brieva; Ana Isabel Oviedo Carrascal; Miguel Urina-Triana; Marlon Piñeres Melo; Shariq Aziz Butt; Carlos Andrés Collazos Morales; Ramón Enrique Ramayo González (FNC/MobiSPC, 2021)

Predictive model for the identification of activities of daily living (ADL) in indoor environments using classification techniques based on Machine Learning. - Johanna-Karinna García-Restrepo; Paola Patricia Ariza-Colpas; Alvaro Agustín Oñate-Bowen; Eydy del Carmen Suarez-Brieva; Miguel Urina-Triana; Emiro De la Hoz-Franco; Jorge Luis Díaz Martinez; Shariq Aziz Butt; Diego Molina-Estren (FNC/MobiSPC, 2021)

Estimation of PQ distance dispersion for atrial fibrillation detection. - Jader Giraldo-Guzmán; Marian Kotas; Francisco Castells; Sonia H. Contreras Ortiz; Miguel Urina-Triana (Comput. Methods Programs Biomed., 2021)

Machine Learning and AI Approaches for Analyzing Diabetic and Hypertensive Retinopathy in Ocular Images: A Literature Review. - Miguel Urina-Triana; Marlon Alberto Piñeres-Melo; Mirary Mantilla-Morrón; Shariq Aziz Butt; Luisa Galeano-Muñoz; Sumera Naz; Paola Patricia Ariza-Colpas (IEEE Access, 2024)

Machine Learning Applied to the Analysis of Prolonged COVID Symptoms: An Analytical Review. - Paola Patricia Ariza-Colpas; Marlon Alberto Piñeres-Melo; Miguel Urina-Triana; Ernesto Barcelo-Martínez; Camilo Barceló-Castellanos; Fabian Roman (Informatics, 2024)

Optimization of Classification Models for Heart Disease: Comparison Between Feature Selection and Dimensionality Reduction Techniques. - Elisabeth Restrepo-Parra; Paola Patricia Ariza-Colpas; Laura Victoria Rodríguez Restrepo; Marlon Alberto Piñeres-Melo; Andrea Camila Acosta-Solorzano; Miguel Urina-Triana (ICSI (2), 2025)

Comparative Analysis of Segmentation and Classification Models of Retinopathies in Ophthalmological Images. - Miguel Urina-Triana; Paola Patricia Ariza-Colpas; Marlon Alberto Piñeres-Melo; Daniel Franco-Acevedo (ICSI (2), 2025)