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 | 19 | 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 |
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 | 11 | 2023 |
SENMAP: A Convolutional Neural Network Architecture for Curation of LTR-RT Libraries from Plant Genomes S Orozco-Arias, MS Candamil-Cortés, E Valencia-Castrillón, PA Jaimes, ... 2021 IEEE 2nd International Congress of Biomedical Engineering and …, 2021 | 3 | 2021 |
Automatic curation of LTR retrotransposon libraries from plant genomes through machine learning S Orozco-Arias, MS Candamil-Cortes, PA Jaimes, E Valencia-Castrillon, ... Journal of Integrative Bioinformatics 19 (3), 20210036, 2022 | 1 | 2022 |
Deep neural network to curate ltr retrotransposon libraries from plant genomes S Orozco-Arias, MS Candamil-Cortes, PA Jaimes, E Valencia-Castrillon, ... Practical Applications of Computational Biology & Bioinformatics, 15th …, 2022 | 1 | 2022 |
Composition and Diversity of LTR Retrotransposons in the Coffee Leaf Rust Genome (Hemileia vastatrix) S Orozco-Arias, MS Candamil, PA Jaimes, M Cristancho, R Tabares-Soto, ... Agronomy 12 (7), 1665, 2022 | | 2022 |