| 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 | 86 | 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 | 79 | 2020 |
| 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 | 75 | 2021 |
| Deep learning applied to steganalysis of digital images: A systematic review TS Reinel, RP Raul, I Gustavo IEEE Access 7, 68970-68990, 2019 | 74 | 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 | 44 | 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 | 32 | 2019 |
| 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 | 31 | 2018 |
| 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 | 28 | 2022 |
| Digital media steganalysis R Tabares-Soto, R Ramos-Pollán, G Isaza, S Orozco-Arias, MAB Ortíz, ... Digital Media Steganography, 259-293, 2020 | 24 | 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 | 20 | 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 | 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 | 19 | 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 | 18 | 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 | 17 | 2022 |
| 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 | 17 | 2021 |
| 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 | 12 | 2023 |
| 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 | 11 | 2017 |
| 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 | 10 | 2023 |
Simon Orozco AriasInstitute of Evolutionary Biology, CSIC, UPF在 ibe.upf-csic.es 的电子邮件经过验证
