Gustavo A. Isaza

Publication Activity (10 Years)

Years Active: 2008-2023
Publications (10 Years): 13

Top Topics

Machine Learning

Interaction Analysis

Distributed Denial Of Service

Top Venues

J. Integr. Bioinform.

Publications

Simon Orozco-Arias, Luis Humberto López-Murillo, Mariana S. Candamil-Cortes, Maradey Arias, Paula A. Jaimes, Alexandre Rossi Paschoal, Reinel Tabares-Soto, Gustavo A. Isaza, Romain Guyot
Inpactor2: a software based on deep learning to identify and classify LTR-retrotransposons in plant genomes. Briefings Bioinform. 24 (1) (2023)
Simon Orozco-Arias, Mariana S. Candamil-Cortes, Paula A. Jaimes, Estiven Valencia-Castrillon, Reinel Tabares-Soto, Gustavo A. Isaza, Romain Guyot
Automatic curation of LTR retrotransposon libraries from plant genomes through machine learning. J. Integr. Bioinform. 19 (3) (2022)
Gustavo A. Isaza, Fabián Muñoz, Luis Fernando Castillo, Felipe Buitrago
Classifying cybergrooming for child online protection using hybrid machine learning model. Neurocomputing 484 (2022)
Simon Orozco-Arias, Mariana S. Candamil-Cortes, Paula A. Jaimes, Estiven Valencia-Castrillon, Reinel Tabares-Soto, Romain Guyot, Gustavo A. Isaza
Deep Neural Network to Curate LTR Retrotransposon Libraries from Plant Genomes. PACBB (2021)
Alejandro Mora-Rubio, Jesús Alejandro Alzate-Grisales, Daniel Arias-Garzón, Jorge Ivan Padilla-Buriticá, Cristian Felipe Jiménez-Varón, Mario Alejandro Bravo-Ortiz, Harold Brayan Arteaga-Arteaga, Mahmoud Hassaballah, Simon Orozco-Arias, Gustavo A. Isaza, Reinel Tabares-Soto
Multi-subject Identification of Hand Movements Using Machine Learning. SSCT (2021)
Reinel Tabares-Soto, Harold Brayan Arteaga-Arteaga, Alejandro Mora-Rubio, Mario Alejandro Bravo-Ortiz, Daniel Arias-Garzón, Jesús Alejandro Alzate-Grisales, Alejandro Buenaventura Burbano-Jacome, Simon Orozco-Arias, Gustavo A. Isaza, Ramos-Pollan Raul
Strategy to improve the accuracy of convolutional neural network architectures applied to digital image steganalysis in the spatial domain. PeerJ Comput. Sci. 7 (2021)
Reinel Tabares-Soto, Harold Brayan Arteaga-Arteaga, Mario Alejandro Bravo-Ortiz, Alejandro Mora-Rubio, Daniel Arias-Garzón, Jesús Alejandro Alzate-Grisales, Alejandro Buenaventura Burbano-Jacome, Simon Orozco-Arias, Gustavo A. Isaza, Ramos-Pollan Raul
GBRAS-Net: A Convolutional Neural Network Architecture for Spatial Image Steganalysis. IEEE Access 9 (2021)
Reinel Tabares-Soto, Harold Brayan Arteaga-Arteaga, Alejandro Mora-Rubio, Mario Alejandro Bravo-Ortiz, Daniel Arias-Garzón, Jesús Alejandro Alzate-Grisales, Simon Orozco-Arias, Gustavo A. Isaza, Ramos-Pollan Raul
Sensitivity of deep learning applied to spatial image steganalysis. PeerJ Comput. Sci. 7 (2021)
Fabián Muñoz, Gustavo A. Isaza, Luis Castillo
SMARTSEC4COP: Smart Cyber-Grooming Detection Using Natural Language Processing and Convolutional Neural Networks. DCAI (2020)
Reinel Tabares-Soto, Ramos-Pollan Raul, Gustavo A. Isaza
Deep Learning Applied to Steganalysis of Digital Images: A Systematic Review. IEEE Access 7 (2019)
Manuel A. Arroyave, Luis Fernando Castillo, Gustavo A. Isaza, Manuel Glez Bedia
Interaction Analysis in Asperger Through Virtual Media of Text Communication. DCAI (Special Sessions) (2018)
Manuel S. Hoyos Ll, Gustavo A. Isaza, Jairo I. Vélez, Luis Fernando Castillo Ossa
Distributed Denial of Service (DDoS) Attacks Detection Using Machine Learning Prototype. DCAI (2016)
Manuel Glez Bedia, Luis Fernando Castillo, Carolina López, Francisco J. Serón, Gustavo A. Isaza
Designing virtual bots for optimizing strategy-game groups. Neurocomputing 172 (2016)
Germán López-Gartner, Daniel Agudelo-Valencia, Sergio Castaño, Gustavo A. Isaza, Luis Fernando Castillo, Mariana Sánchez, Jeferson Arango
Identification of a Putative Ganoderic Acid Pathway Enzyme in a Ganoderma Australe Transcriptome by Means of a Hidden Markov Model. PACBB (2015)
Luis Fernando Castillo, Germán López-Gartner, Gustavo A. Isaza, Mariana Sánchez, Jeferson Arango, Daniel Agudelo-Valencia, Sergio Castaño
GITIRBio: A Semantic and Distributed Service Oriented-Architecture for Bioinformatics Pipeline. J. Integr. Bioinform. 12 (1) (2015)
Luis Fernando Castillo, Manuel Glez Bedia, Carolina López, Francisco J. Serón, Gustavo A. Isaza
Designing Strategies for Improving the Performance of Groups in Collective Environments. DCAI (2014)
Sergio Moreno, Manuel Glez Bedia, Francisco J. Serón, Luis Fernando Castillo, Gustavo A. Isaza
Associative Learning for Enhancing Autonomous Bots in Videogame Design. DCAI (2013)
Luis Bertel-Paternina, Luis Fernando Castillo, Álvaro Gaitán-Bustamente, Narmer Galeano-Vanegas, Gustavo A. Isaza
Search Functional Annotations Genetic Relationships of Coffee through Bio2RDF. PACBB (2013)
Luis Fernando Castillo, Narmer Galeano-Vanegas, Gustavo A. Isaza, Álvaro Gaitán-Bustamante
Construction of coffee transcriptome networks based on gene annotation semantics. J. Integr. Bioinform. 9 (3) (2012)
Luis Fernando Castillo, Oscar Gómez-Ramírez, Narmer Galeano-Vanegas, Luis Bertel-Paternina, Gustavo A. Isaza, Álvaro Gaitán-Bustamante
Coffee Transcriptome Visualization Based on Functional Relationships among Gene Annotations. PACBB (2012)
Luis Fernando Castillo, Gustavo A. Isaza, Manuel Glez Bedia, Miguel Aguilera, Juan David Correa
Grid Computing and CBR Deployment: Monitoring Principles for a Suitable Engagement. DCAI (2012)
Marcelo López, Gustavo A. Isaza, Luis Joyanes
Towards a Knowledge Management Portal for a Local Community. ICISTM (2010)
Gustavo A. Isaza, Andrés G. Castillo, Marcelo López, Luis Fernando Castillo, Manuel López
Intrusion Correlation Using Ontologies and Multi-agent Systems. ISA (2010)
Gustavo A. Isaza, Andrés G. Castillo, Néstor D. Duque
An Intrusion Detection and Prevention Model Based on Intelligent Multi-Agent Systems, Signatures and Reaction Rules Ontologies. PAAMS (2009)
Gustavo A. Isaza, Andrés G. Castillo, Manuel López, Luis Fernando Castillo
Towards Ontology-Based Intelligent Model for Intrusion Detection and Prevention. CISIS (2009)
Néstor D. Duque, María Helena Mejía S., Gustavo A. Isaza, Adriana Morales
Multiagent System Implementation for Network Management Based on SNMP Protocol. DCAI (2008)