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Journal Articles
- 2024
[j10]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:
CVTStego-Net: A convolutional vision transformer architecture for spatial image steganalysis. J. Inf. Secur. Appl. 81: 103695 (2024)- 2023
- [j9]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:
Inpactor2: a software based on deep learning to identify and classify LTR-retrotransposons in plant genomes. Briefings Bioinform. 24(1) (2023) - [j8]María Ximena Arias-Barahona, Harold Brayan Arteaga-Arteaga, Simon Orozco-Arias, Juan Camilo Flórez-Ruíz, Mario Andrés Valencia-Díaz, Reinel Tabares-Soto:
Requests classification in the customer service area for software companies using machine learning and natural language processing. PeerJ Comput. Sci. 9: e1016 (2023) - 2022
- [j7]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:
Coffee Maturity Classification Using Convolutional Neural Networks and Transfer Learning. IEEE Access 10: 42971-42982 (2022) - [j6]Simon Orozco-Arias, Mariana S. Candamil-Cortes, Paula A. Jaimes, Estiven Valencia-Castrillon, Reinel Tabares-Soto, Gustavo A. Isaza, Romain Guyot:
Automatic curation of LTR retrotransposon libraries from plant genomes through machine learning. J. Integr. Bioinform. 19(3) (2022) - 2021
- [j5]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:
GBRAS-Net: A Convolutional Neural Network Architecture for Spatial Image Steganalysis. IEEE Access 9: 14340-14350 (2021) - [j4]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:
Strategy to improve the accuracy of convolutional neural network architectures applied to digital image steganalysis in the spatial domain. PeerJ Comput. Sci. 7: e451 (2021) - [j3]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:
Sensitivity of deep learning applied to spatial image steganalysis. PeerJ Comput. Sci. 7: e616 (2021) - [j2]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:
Machine learning applications to predict two-phase flow patterns. PeerJ Comput. Sci. 7: e798 (2021) - 2020
- [j1]Reinel Tabares-Soto, Simon Orozco-Arias, Victor Romero-Cano, Vanesa Segovia Bucheli, José Luis Rodríguez-Sotelo, Cristian Felipe Jiménez-Varón:
A comparative study of machine learning and deep learning algorithms to classify cancer types based on microarray gene expression data. PeerJ Comput. Sci. 6: e270 (2020)
Conference and Workshop Papers
- 2021
- [c2]Simon Orozco-Arias, Mariana S. Candamil-Cortes, Paula A. Jaimes, Estiven Valencia-Castrillon, Reinel Tabares-Soto, Romain Guyot, Gustavo A. Isaza:
Deep Neural Network to Curate LTR Retrotransposon Libraries from Plant Genomes. PACBB 2021: 85-94 - [c1]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:
Multi-subject Identification of Hand Movements Using Machine Learning. SSCT 2021: 117-128
Informal and Other Publications
- 2022
- [i1]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:
Machine learning approaches for COVID-19 detection from chest X-ray imaging: A Systematic Review. CoRR abs/2206.05615 (2022)
Coauthor Index
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last updated on 2024-06-03 01:03 CEST by the dblp team
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