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

由 Orozco-Arias, Simon, Isaza, Gustavo, Guyot, Romain
發表在 Int J Mol Sci (2019)

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

由 Orozco-Arias, Simon, Isaza, Gustavo, Guyot, Romain, Tabares-Soto, Reinel
發表在 PeerJ (2019)

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

由 Barceló-Coblijn, Lluís, Serna Salazar, Diego, Isaza, Gustavo, Castillo Ossa, Luis F., Bedia, Manuel G.
發表在 PLoS One (2017)

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

由 Aguilar-Marin, Sandra Bibiana, Betancur-Murillo, Claudia Lorena, Isaza, Gustavo A., Mesa, Henry, Jovel, Juan
發表在 BMC Microbiol (2020)

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

由 Orozco-Arias, Simon, Candamil-Cortés, Mariana S., Jaimes, Paula A., Piña, Johan S., Tabares-Soto, Reinel, Guyot, Romain, Isaza, Gustavo
發表在 PeerJ (2021)

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

由 Orozco-Arias, Simon, Jaimes, Paula A., Candamil, Mariana S., Jiménez-Varón, Cristian Felipe, Tabares-Soto, Reinel, Isaza, Gustavo, Guyot, Romain
發表在 Genes (Basel) (2021)

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

由 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
發表在 PeerJ Comput Sci (2021)