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)

Deep Neural Network to Curate LTR Retrotransposon Libraries from Plant Genomes. - Simon Orozco-Arias; Mariana S. Candamil-Cortes; Paula A. Jaimes; Estiven Valencia-Castrillon; Reinel Tabares-Soto; Romain Guyot; Gustavo A. Isaza (PACBB, 2021)

Multi-subject Identification of Hand Movements Using Machine Learning. - Alejandro Mora-Rubio; Jesús Alejandro Alzate-Grisales; Daniel Arias-Garzón; Jorge Ivan Padilla-Buriticá; Cristian Felipe Jiménez-Varón; Mario Alejandro Bravo-Ortiz; Harold Brayan Arteaga-Arteaga; Mahmoud Hassaballah; Simon Orozco-Arias; Gustavo A. Isaza; Reinel Tabares-Soto (SSCT, 2021)

GBRAS-Net: A Convolutional Neural Network Architecture for Spatial Image Steganalysis. - Reinel Tabares-Soto; Harold Brayan Arteaga-Arteaga; Mario Alejandro Bravo-Ortiz; Alejandro Mora-Rubio; Daniel Arias-Garzón; Jesús Alejandro Alzate-Grisales; Alejandro Buenaventura Burbano-Jacome; Simon Orozco-Arias; Gustavo A. Isaza; Raúl Ramos-Pollán (IEEE Access, 2021)

Machine learning applications to predict two-phase flow patterns. - Harold Brayan Arteaga-Arteaga; Alejandro Mora-Rubio; Frank Florez; Nicolas Murcia-Orjuela; Cristhian Eduardo Diaz-Ortega; Simon Orozco-Arias; Melissa delaPava; Mario Alejandro Bravo-Ortiz; Melvin Deloyd Robinson; Pablo Guillén-Rondon; Reinel Tabares-Soto (PeerJ Comput. Sci., 2021)

Strategy to improve the accuracy of convolutional neural network architectures applied to digital image steganalysis in the spatial domain. - Reinel Tabares-Soto; Harold Brayan Arteaga-Arteaga; Alejandro Mora-Rubio; Mario Alejandro Bravo-Ortiz; Daniel Arias-Garzón; Jesús Alejandro Alzate-Grisales; Alejandro Buenaventura Burbano-Jacome; Simon Orozco-Arias; Gustavo A. Isaza; Raúl Ramos-Pollán (PeerJ Comput. Sci., 2021)

Sensitivity of deep learning applied to spatial image steganalysis. - Reinel Tabares-Soto; Harold Brayan Arteaga-Arteaga; Alejandro Mora-Rubio; Mario Alejandro Bravo-Ortiz; Daniel Arias-Garzón; Jesús Alejandro Alzate-Grisales; Simon Orozco-Arias; Gustavo A. Isaza; Raúl Ramos-Pollán (PeerJ Comput. Sci., 2021)

Coffee Maturity Classification Using Convolutional Neural Networks and Transfer Learning. - Manuel Alejandro Tamayo Monsalve; Esteban Mercado Ruiz; Juan Pablo Villa Pulgarin; Mario Alejandro Bravo-Ortiz; Harold Brayan Arteaga-Arteaga; Alejandro Mora-Rubio; Jesús Alejandro Alzate-Grisales; Daniel Arias-Garzón; Victor Romero-Cano; Simon Orozco-Arias; Gustavo Osorio; Reinel Tabares-Soto (IEEE Access, 2022)

Machine learning approaches for COVID-19 detection from chest X-ray imaging: A Systematic Review. - Harold Brayan Arteaga-Arteaga; Melissa delaPava; Alejandro Mora-Rubio; Mario Alejandro Bravo-Ortiz; Jesús Alejandro Alzate-Grisales; Daniel Arias-Garzón; Luis Humberto López-Murillo; Felipe Buitrago-Carmona; Juan Pablo Villa Pulgarin; Esteban Mercado Ruiz; Simon Orozco-Arias; Mahmoud Hassaballah; et al. (CoRR, 2022)

Automatic curation of LTR retrotransposon libraries from plant genomes through machine learning. - Simon Orozco-Arias; Mariana S. Candamil-Cortes; Paula A. Jaimes; Estiven Valencia-Castrillon; Reinel Tabares-Soto; Gustavo A. Isaza; Romain Guyot (J. Integr. Bioinform., 2022)

Requests classification in the customer service area for software companies using machine learning and natural language processing. - María Ximena Arias-Barahona; Harold Brayan Arteaga-Arteaga; Simon Orozco-Arias; Juan Camilo Flórez-Ruíz; Mario Andrés Valencia-Díaz; Reinel Tabares-Soto (PeerJ Comput. Sci., 2023)

Inpactor2: a software based on deep learning to identify and classify LTR-retrotransposons in plant genomes. - Simon Orozco-Arias; Luis Humberto López-Murillo; Mariana S. Candamil-Cortes; Maradey Arias; Paula A. Jaimes; Alexandre Rossi Paschoal; Reinel Tabares-Soto; Gustavo A. Isaza; Romain Guyot (Briefings Bioinform., 2023)

CVTStego-Net: A convolutional vision transformer architecture for spatial image steganalysis. - Mario Alejandro Bravo-Ortiz; Esteban Mercado Ruiz; Juan Pablo Villa Pulgarin; Carlos Angel Hormaza-Cardona; Sebastián Quiñones Arredondo; Harold Brayan Arteaga-Arteaga; Simon Orozco-Arias; Oscar Cardona-Morales; Reinel Tabares-Soto (J. Inf. Secur. Appl., 2024)