Gustavo A. Isaza

27 papers Misc 12Journal 11Unranked 4
YearRankTypeTitle / Venue / Authors
2025 J jnl
Cloud-based deep learning architecture for DDoS cyber attack prediction.
Expert Syst. J. Knowl. Eng.
Jeferson Arango-López, Gustavo A. Isaza, Fabian Ramirez, Néstor D. Duque, Jose Montes
2023 J jnl
Inpactor2: a software based on deep learning to identify and classify LTR-retrotransposons in plant genomes.
Briefings Bioinform.
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
2022 J jnl
Automatic curation of LTR retrotransposon libraries from plant genomes through machine learning.
J. Integr. Bioinform.
Simon Orozco-Arias, Mariana S. Candamil-Cortes, Paula A. Jaimes, Estiven Valencia-Castrillon, Reinel Tabares-Soto, Gustavo A. Isaza, Romain Guyot
2022 J jnl
Classifying cybergrooming for child online protection using hybrid machine learning model.
Neurocomputing
Gustavo A. Isaza, Fabián Muñoz, Luis Fernando Castillo, Felipe Buitrago
2021 Misc conf
Deep Neural Network to Curate LTR Retrotransposon Libraries from Plant Genomes.
PACBB
Simon Orozco-Arias, Mariana S. Candamil-Cortes, Paula A. Jaimes, Estiven Valencia-Castrillon, Reinel Tabares-Soto, Romain Guyot, Gustavo A. Isaza
2021 J jnl
GBRAS-Net: A Convolutional Neural Network Architecture for Spatial Image Steganalysis.
IEEE Access
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, Raúl Ramos-Pollán
2021 — conf
Multi-subject Identification of Hand Movements Using Machine Learning.
SSCT
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
2021 J jnl
Sensitivity of deep learning applied to spatial image steganalysis.
PeerJ Comput. Sci.
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, Raúl Ramos-Pollán
2021 J jnl
Strategy to improve the accuracy of convolutional neural network architectures applied to digital image steganalysis in the spatial domain.
PeerJ Comput. Sci.
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, Raúl Ramos-Pollán
2020 Misc conf
SMARTSEC4COP: Smart Cyber-Grooming Detection Using Natural Language Processing and Convolutional Neural Networks.
DCAI
Fabián Muñoz, Gustavo A. Isaza, Luis Castillo
2019 J jnl
Deep Learning Applied to Steganalysis of Digital Images: A Systematic Review.
IEEE Access
Reinel Tabares-Soto, Raúl Ramos-Pollán, Gustavo A. Isaza
2018 — conf
Interaction Analysis in Asperger Through Virtual Media of Text Communication.
DCAI (Special Sessions)
Manuel A. Arroyave, Luis Fernando Castillo, Gustavo A. Isaza, Manuel Glez Bedia
2016 J jnl
Designing virtual bots for optimizing strategy-game groups.
Neurocomputing
Manuel Glez Bedia, Luis Fernando Castillo, Carolina López, Francisco J. Serón, Gustavo A. Isaza
2016 Misc conf
Distributed Denial of Service (DDoS) Attacks Detection Using Machine Learning Prototype.
DCAI
Manuel S. Hoyos Ll, Gustavo A. Isaza, Jairo I. Vélez, Luis Fernando Castillo Ossa
2015 J jnl
GITIRBio: A Semantic and Distributed Service Oriented-Architecture for Bioinformatics Pipeline.
J. Integr. Bioinform.
Luis Fernando Castillo, Germán López-Gartner, Gustavo A. Isaza, Mariana Sánchez, Jeferson Arango, Daniel Agudelo-Valencia, Sergio Castaño
2015 Misc conf
Identification of a Putative Ganoderic Acid Pathway Enzyme in a Ganoderma Australe Transcriptome by Means of a Hidden Markov Model.
PACBB
Germán López-Gartner, Daniel Agudelo-Valencia, Sergio Castaño, Gustavo A. Isaza, Luis Fernando Castillo, Mariana Sánchez, Jeferson Arango
2014 Misc conf
Designing Strategies for Improving the Performance of Groups in Collective Environments.
DCAI
Luis Fernando Castillo, Manuel Glez Bedia, Carolina López, Francisco J. Serón, Gustavo A. Isaza
2013 Misc conf
Associative Learning for Enhancing Autonomous Bots in Videogame Design.
DCAI
Sergio Moreno, Manuel Glez Bedia, Francisco J. Serón, Luis Fernando Castillo, Gustavo A. Isaza
2013 Misc conf
Search Functional Annotations Genetic Relationships of Coffee through Bio2RDF.
PACBB
Luis Bertel-Paternina, Luis Fernando Castillo, Álvaro Gaitán-Bustamente, Narmer Galeano-Vanegas, Gustavo A. Isaza
2012 Misc conf
Coffee Transcriptome Visualization Based on Functional Relationships among Gene Annotations.
PACBB
Luis Fernando Castillo, Oscar Gómez-Ramírez, Narmer Galeano-Vanegas, Luis Bertel-Paternina, Gustavo A. Isaza, Álvaro Gaitán-Bustamante
2012 J jnl
Construction of coffee transcriptome networks based on gene annotation semantics.
J. Integr. Bioinform.
Luis Fernando Castillo, Narmer Galeano-Vanegas, Gustavo A. Isaza, Álvaro Gaitán-Bustamante
2012 Misc conf
Grid Computing and CBR Deployment: Monitoring Principles for a Suitable Engagement.
DCAI
Luis Fernando Castillo, Gustavo A. Isaza, Manuel Glez Bedia, Miguel Aguilera, Juan David Correa
2010 — conf
Intrusion Correlation Using Ontologies and Multi-agent Systems.
ISA
Gustavo A. Isaza, Andrés G. Castillo, Marcelo López, Luis Fernando Castillo, Manuel López
2010 — conf
Towards a Knowledge Management Portal for a Local Community.
ICISTM
Marcelo López, Gustavo A. Isaza, Luis Joyanes
2009 Misc conf
An Intrusion Detection and Prevention Model Based on Intelligent Multi-Agent Systems, Signatures and Reaction Rules Ontologies.
PAAMS
Gustavo A. Isaza, Andrés G. Castillo, Néstor D. Duque
2009 Misc conf
Towards Ontology-Based Intelligent Model for Intrusion Detection and Prevention.
CISIS
Gustavo A. Isaza, Andrés G. Castillo, Manuel López, Luis Fernando Castillo
2008 Misc conf
Multiagent System Implementation for Network Management Based on SNMP Protocol.
DCAI
Néstor D. Duque, María Helena Mejía S., Gustavo A. Isaza, Adriana Morales