Reinel Tabares Soto

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Simon Orozco AriasBarcelona Supercomputing Center (BSC-CNS)Verified email at bsc.es
Harold Brayan Arteaga-ArteagaPhD Student in Engineering, Electronic Engineer, Universidad Autónoma de ManizalesVerified email at autonoma.edu.co
Gustavo IsazaPhD in Software Engineering, Full Professor /Senior Researcher at Universidad de CaldasVerified email at ucaldas.edu.co
Mario Alejandro Bravo-OrtizPhD Student in Engineering, MSc in Engineering. Universidad Autónoma de ManizalesVerified email at autonoma.edu.co
Alejandro Mora-RubioUniversidad Autónoma de ManizalesVerified email at autonoma.edu.co
Romain A. GuyotInstitut de Recherche pour le DéveloppementVerified email at ird.fr
Daniel Arias-GarzónUniversidad Autónoma de ManizalesVerified email at autonoma.edu.co
Cristian Felipe Jiménez VarónPostdoctoral Research Associate in Statistics. Ph.D in StatisticsVerified email at york.ac.uk
Raul Ramos-PollanProfessor of Computer Science, Universidad de AntioquiaVerified email at udea.edu.co
Oscar Cardona-MoralesUniversidad Autónoma de ManizalesVerified email at autonoma.edu.co
Mahmoud Hassaballah, IEEE Member...Full Professor, Faculty of Computers and Information, South Valley UniversityVerified email at svu.edu.eg
Jorge Iván Padilla BuriticáUniversidad Nacional de ColombiaVerified email at unal.edu.co
Victor Romero-CanoCardiff UniversityVerified email at cardiff.ac.uk
Diego Hernando Ceballos LópezCentro de Bioinformática y Biología Computacional de Colombia - BIOSVerified email at bios.co
Luis Fernando Castillo OssaUniversidad de CaldasVerified email at ucaldas.edu.co
Nicolas Tobon OrozcoIngeniero BiomedicoVerified email at autonoma.edu.co
Gustavo Adolfo Osorio LondonoProfesor Titular, Universidad Nacional de Colombia Sede ManizalesVerified email at unal.edu.co
Douglas Silva DominguesProfessor in Plant Molecular Genetics, University of São Paulo, ESALQ/USPVerified email at usp.br
Andrea GaravitoCIRADVerified email at cirad.fr
Saddam BekhetAssociate Professor & Head of Quantitative Techniques (South Valley university)Verified email at svu.edu.eg

Reinel Tabares Soto

Universidad de Caldas

Verified email at ucaldas.edu.co - Homepage

Responsible AI Deep Learning Steganalysis High Performance Computing Bioinformatics


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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	97	2021
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	97	2021
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	90	2020
Deep learning applied to steganalysis of digital images: A systematic review TS Reinel, RP Raul, I Gustavo IEEE Access 7, 68970-68990, 2019	86	2019
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	62	2020
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	37	2019
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	36	2022
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	32	2018
Digital media steganalysis R Tabares-Soto, R Ramos-Pollán, G Isaza, S Orozco-Arias, MAB Ortíz, ... Digital Media Steganography, 259-293, 2020	28	2020
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	24	2021
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	23	2021
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	22	2021
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	22	2021
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	21	2022
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	20*	2021
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	20	2021
Enhancing intrusion detection in iot communications through ml model generalization with a new dataset (idsai) GP Fernando, AAH Brayan, AM Florina, CB Liliana, AM Héctor-Gabriel, ... IEEE Access, 2023	18	2023
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	16	2021
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	15	2023
Biases associated with database structure for COVID-19 detection in X-ray images D Arias-Garzón, R Tabares-Soto, J Bernal-Salcedo, GA Ruz Scientific reports 13 (1), 3477, 2023	14	2023

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