Retrotransposons in Plant Genomes: Structure, Identification, and Classification through Bioinformatics and Machine Learning

por Orozco-Arias, Simon, Isaza, Gustavo, Guyot, Romain
Publicado 2019

2nd Colombian Congress on Computational Biology and Bioinformatics

por Castillo, Luis, Cristancho, Marco, Isaza, Gustavo, Pinzón, Andrés, Rodríguez, Juan
Publicado 2014

A systematic review of the application of machine learning in the detection and classification of transposable elements

por Orozco-Arias, Simon, Isaza, Gustavo, Guyot, Romain, Tabares-Soto, Reinel
Publicado 2019

Netlang: A software for the linguistic analysis of corpora by means of complex networks

por Barceló-Coblijn, Lluís, Serna Salazar, Diego, Isaza, Gustavo, Castillo Ossa, Luis F., Bedia, Manuel G.
Publicado 2017

Lower methane emissions were associated with higher abundance of ruminal Prevotella in a cohort of Colombian buffalos

por Aguilar-Marin, Sandra Bibiana, Betancur-Murillo, Claudia Lorena, Isaza, Gustavo A., Mesa, Henry, Jovel, Juan
Publicado 2020

K-mer-based machine learning method to classify LTR-retrotransposons in plant genomes

por Orozco-Arias, Simon, Candamil-Cortés, Mariana S., Jaimes, Paula A., Piña, Johan S., Tabares-Soto, Reinel, Guyot, Romain, Isaza, Gustavo
Publicado 2021

InpactorDB: A Classified Lineage-Level Plant LTR Retrotransposon Reference Library for Free-Alignment Methods Based on Machine Learning

por Orozco-Arias, Simon, Jaimes, Paula A., Candamil, Mariana S., Jiménez-Varón, Cristian Felipe, Tabares-Soto, Reinel, Isaza, Gustavo, Guyot, Romain
Publicado 2021

Automatic curation of LTR retrotransposon libraries from plant genomes through machine learning

por Orozco-Arias, Simon, Candamil-Cortes, Mariana S., Jaimes, Paula A., Valencia-Castrillon, Estiven, Tabares-Soto, Reinel, Isaza, Gustavo, Guyot, Romain
Publicado 2022

Genomic object detection: An improved approach for transposable elements detection and classification using convolutional neural networks

por Orozco-Arias, Simon, Lopez-Murillo, Luis Humberto, Piña, Johan S., Valencia-Castrillon, Estiven, Tabares-Soto, Reinel, Castillo-Ossa, Luis, Isaza, Gustavo, Guyot, Romain
Publicado 2023

Inpactor2: a software based on deep learning to identify and classify LTR-retrotransposons in plant genomes

por Orozco-Arias, Simon, Humberto Lopez-Murillo, Luis, Candamil-Cortés, Mariana S, Arias, Maradey, Jaimes, Paula A, Rossi Paschoal, Alexandre, Tabares-Soto, Reinel, Isaza, Gustavo, Guyot, Romain
Publicado 2022

Sensitivity of deep learning applied to spatial image steganalysis

por Tabares-Soto, Reinel, Arteaga-Arteaga, Harold Brayan, Mora-Rubio, Alejandro, Bravo-Ortíz, Mario Alejandro, Arias-Garzón, Daniel, Alzate-Grisales, Jesús Alejandro, Orozco-Arias, Simon, Isaza, Gustavo, Ramos-Pollán, Raúl
Publicado 2021

Strategy to improve the accuracy of convolutional neural network architectures applied to digital image steganalysis in the spatial domain

por Tabares-Soto, Reinel, Arteaga-Arteaga, Harold Brayan, Mora-Rubio, Alejandro, Bravo-Ortíz, Mario Alejandro, Arias-Garzón, Daniel, Alzate Grisales, Jesús Alejandro, Burbano Jacome, Alejandro, Orozco-Arias, Simon, Isaza, Gustavo, Ramos Pollan, Raul
Publicado 2021