Simon Orozco-Arias

13 papers Misc 1Journal 11Unranked 1
YearRankTypeTitle / Venue / Authors
2024 J jnl
CVTStego-Net: A convolutional vision transformer architecture for spatial image steganalysis.
J. Inf. Secur. Appl.
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
2023 J jnl
Inpactor2: a software based on deep learning to identify and classify LTR-retrotransposons in plant genomes.
Briefings Bioinform.
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
2023 J jnl
Requests classification in the customer service area for software companies using machine learning and natural language processing.
PeerJ Comput. Sci.
María Ximena Arias-Barahona, Harold Brayan Arteaga-Arteaga, Simon Orozco-Arias, Juan Camilo Flórez-Ruíz, Mario Andrés Valencia-Díaz, Reinel Tabares-Soto
2022 J jnl
Automatic curation of LTR retrotransposon libraries from plant genomes through machine learning.
J. Integr. Bioinform.
Simon Orozco-Arias, Mariana S. Candamil-Cortes, Paula A. Jaimes, Estiven Valencia-Castrillon, Reinel Tabares-Soto, Gustavo A. Isaza, Romain Guyot
2022 J jnl
Coffee Maturity Classification Using Convolutional Neural Networks and Transfer Learning.
IEEE Access
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
2022 J jnl
Machine learning approaches for COVID-19 detection from chest X-ray imaging: A Systematic Review.
CoRR
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, María de la Iglesia-Vayá, Oscar Cardona-Morales, Reinel Tabares-Soto
2021 Misc conf
Deep Neural Network to Curate LTR Retrotransposon Libraries from Plant Genomes.
PACBB
Simon Orozco-Arias, Mariana S. Candamil-Cortes, Paula A. Jaimes, Estiven Valencia-Castrillon, Reinel Tabares-Soto, Romain Guyot, Gustavo A. Isaza
2021 J jnl
GBRAS-Net: A Convolutional Neural Network Architecture for Spatial Image Steganalysis.
IEEE Access
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
2021 J jnl
Machine learning applications to predict two-phase flow patterns.
PeerJ Comput. Sci.
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
2021 — conf
Multi-subject Identification of Hand Movements Using Machine Learning.
SSCT
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
2021 J jnl
Sensitivity of deep learning applied to spatial image steganalysis.
PeerJ Comput. Sci.
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
2021 J jnl
Strategy to improve the accuracy of convolutional neural network architectures applied to digital image steganalysis in the spatial domain.
PeerJ Comput. Sci.
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
2020 J jnl
A comparative study of machine learning and deep learning algorithms to classify cancer types based on microarray gene expression data.
PeerJ Comput. Sci.
Reinel Tabares-Soto, Simon Orozco-Arias, Victor Romero-Cano, Vanesa Segovia Bucheli, José Luis Rodríguez-Sotelo, Cristian Felipe Jiménez-Varón