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Reinel Tabares Soto
Tytuł
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COVID-19 detection in X-ray images using convolutional neural networks
D Arias-Garzón, JA Alzate-Grisales, S Orozco-Arias, HB Arteaga-Arteaga, ...
Machine Learning with Applications 6, 100138, 2021
832021
A comparative study of machine learning and deep learning algorithms to classify cancer types based on microarray gene expression data
R Tabares-Soto, S Orozco-Arias, V Romero-Cano, VS Bucheli, ...
PeerJ Computer Science 6, e270, 2020
792020
Deep learning applied to steganalysis of digital images: A systematic review
TS Reinel, RP Raul, I Gustavo
IEEE Access 7, 68970-68990, 2019
732019
GBRAS-Net: a convolutional neural network architecture for spatial image steganalysis
TS Reinel, AAH Brayan, BOM Alejandro, MR Alejandro, AG Daniel, ...
IEEE Access 9, 14340-14350, 2021
712021
Measuring performance metrics of machine learning algorithms for detecting and classifying transposable elements
S Orozco-Arias, JS Piña, R Tabares-Soto, LF Castillo-Ossa, R Guyot, ...
Processes 8 (6), 638, 2020
432020
A systematic review of the application of machine learning in the detection and classification of transposable elements
S Orozco-Arias, G Isaza, R Guyot, R Tabares-Soto
PeerJ 7, e8311, 2019
322019
Inpactor, integrated and parallel analyzer and classifier of LTR retrotransposons and its application for pineapple LTR retrotransposons diversity and dynamics
S Orozco-Arias, J Liu, R Tabares-Soto, D Ceballos, D Silva Domingues, ...
Biology 7 (2), 32, 2018
312018
Optimized Convolutional Neural Network Models for Skin Lesion Classification.
JP Villa-Pulgarin, AA Ruales-Torres, D Arias-Garzon, MA Bravo-Ortiz, ...
Computers, Materials & Continua 70 (2), 2022
282022
Digital media steganalysis
R Tabares-Soto, R Ramos-Pollán, G Isaza, S Orozco-Arias, MAB Ortíz, ...
Digital Media Steganography, 259-293, 2020
242020
An Efficient Method for Covid-19 Detection Using Light Weight Convolutional Neural Network.
S Bekhet, MH Alkinani, R Tabares-Soto, M Hassaballah
Computers, Materials & Continua 69 (2), 2021
202021
K-mer-based machine learning method to classify LTR-retrotransposons in plant genomes
S Orozco-Arias, MS Candamil-Cortés, PA Jaimes, JS Piña, ...
PeerJ 9, e11456, 2021
192021
InpactorDB: a classified lineage-level plant LTR retrotransposon reference library for free-alignment methods based on machine learning
S Orozco-Arias, PA Jaimes, MS Candamil, CF Jiménez-Varón, ...
Genes 12 (2), 190, 2021
192021
Machine learning applications to predict two-phase flow patterns
HB Arteaga-Arteaga, A Mora-Rubio, F Florez, N Murcia-Orjuela, ...
PeerJ Computer Science 7, e798, 2021
172021
Strategy to improve the accuracy of convolutional neural network architectures applied to digital image steganalysis in the spatial domain
R Tabares-Soto, HB Arteaga-Arteaga, A Mora-Rubio, MA Bravo-Ortíz, ...
PeerJ Computer Science 7, e451, 2021
162021
Coffee maturity classification using convolutional neural networks and transfer learning
MA Tamayo-Monsalve, E Mercado-Ruiz, JP Villa-Pulgarin, ...
IEEE Access 10, 42971-42982, 2022
152022
Cervical cancer classification using convolutional neural networks, transfer learning and data augmentation
MA BRAVO-ORTÍZ, HB ARTEAGA-ARTEAGA, KLR TABARES-SOTO, ...
Revista EIA 18 (35), 100-111, 2021
15*2021
Programación paralela sobre arquitecturas heterogéneas
R Tabares Soto
Univesidad Nacional de Colombia Sede Manizales, 2016
13*2016
Inpactor2: a software based on deep learning to identify and classify LTR-retrotransposons in plant genomes
S Orozco-Arias, L Humberto Lopez-Murillo, MS Candamil-Cortés, M Arias, ...
Briefings in Bioinformatics 24 (1), bbac511, 2023
122023
Sensitivity of deep learning applied to spatial image steganalysis
R Tabares-Soto, HB Arteaga-Arteaga, A Mora-Rubio, MA Bravo-Ortíz, ...
PeerJ Computer Science 7, e616, 2021
102021
Parallel programming in biological sciences, taking advantage of supercomputing in genomics
S Orozco-Arias, R Tabares-Soto, D Ceballos, R Guyot
Advances in Computing: 12th Colombian Conference, CCC 2017, Cali, Colombia …, 2017
102017
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