Multiagent System Implementation for Network Management Based on SNMP Protocol. - Néstor D. Duque; María Helena Mejía S.; Gustavo A. Isaza; Adriana Morales (DCAI, 2008)

Towards Ontology-Based Intelligent Model for Intrusion Detection and Prevention. - Gustavo A. Isaza; Andrés G. Castillo; Manuel López; Luis Fernando Castillo (CISIS, 2009)

An Intrusion Detection and Prevention Model Based on Intelligent Multi-Agent Systems, Signatures and Reaction Rules Ontologies. - Gustavo A. Isaza; Andrés G. Castillo; Néstor D. Duque (PAAMS, 2009)

Towards a Knowledge Management Portal for a Local Community. - Marcelo López; Gustavo A. Isaza; Luis Joyanes (ICISTM, 2010)

Intrusion Correlation Using Ontologies and Multi-agent Systems. - Gustavo A. Isaza; Andrés G. Castillo; Marcelo López; Luis Fernando Castillo; Manuel López (ISA, 2010)

Grid Computing and CBR Deployment: Monitoring Principles for a Suitable Engagement. - Luis Fernando Castillo; Gustavo A. Isaza; Manuel Glez Bedia; Miguel Aguilera; Juan David Correa (DCAI, 2012)

Coffee Transcriptome Visualization Based on Functional Relationships among Gene Annotations. - Luis Fernando Castillo; Oscar Gómez-Ramírez; Narmer Galeano-Vanegas; Luis Bertel-Paternina; Gustavo A. Isaza; Álvaro Gaitán-Bustamante (PACBB, 2012)

Construction of coffee transcriptome networks based on gene annotation semantics. - Luis Fernando Castillo; Narmer Galeano-Vanegas; Gustavo A. Isaza; Álvaro Gaitán-Bustamante (J. Integr. Bioinform., 2012)

Associative Learning for Enhancing Autonomous Bots in Videogame Design. - Sergio Moreno; Manuel Glez Bedia; Francisco J. Serón; Luis Fernando Castillo; Gustavo A. Isaza (DCAI, 2013)

Search Functional Annotations Genetic Relationships of Coffee through Bio2RDF. - Luis Bertel-Paternina; Luis Fernando Castillo; Álvaro Gaitán-Bustamente; Narmer Galeano-Vanegas; Gustavo A. Isaza (PACBB, 2013)

Designing Strategies for Improving the Performance of Groups in Collective Environments. - Luis Fernando Castillo; Manuel Glez Bedia; Carolina López; Francisco J. Serón; Gustavo A. Isaza (DCAI, 2014)

Identification of a Putative Ganoderic Acid Pathway Enzyme in a Ganoderma Australe Transcriptome by Means of a Hidden Markov Model. - Germán López-Gartner; Daniel Agudelo-Valencia; Sergio Castaño; Gustavo A. Isaza; Luis Fernando Castillo; Mariana Sánchez; Jeferson Arango (PACBB, 2015)

GITIRBio: A Semantic and Distributed Service Oriented-Architecture for Bioinformatics Pipeline. - Luis Fernando Castillo; Germán López-Gartner; Gustavo A. Isaza; Mariana Sánchez; Jeferson Arango; Daniel Agudelo-Valencia; Sergio Castaño (J. Integr. Bioinform., 2015)

Distributed Denial of Service (DDoS) Attacks Detection Using Machine Learning Prototype. - Manuel S. Hoyos Ll; Gustavo A. Isaza; Jairo I. Vélez; Luis Fernando Castillo Ossa (DCAI, 2016)

Designing virtual bots for optimizing strategy-game groups. - Manuel Glez Bedia; Luis Fernando Castillo; Carolina López; Francisco J. Serón; Gustavo A. Isaza (Neurocomputing, 2016)

Interaction Analysis in Asperger Through Virtual Media of Text Communication. - Manuel A. Arroyave; Luis Fernando Castillo; Gustavo A. Isaza; Manuel Glez Bedia (DCAI (Special Sessions), 2018)

Deep Learning Applied to Steganalysis of Digital Images: A Systematic Review. - Reinel Tabares-Soto; Raúl Ramos-Pollán; Gustavo A. Isaza (IEEE Access, 2019)

SMARTSEC4COP: Smart Cyber-Grooming Detection Using Natural Language Processing and Convolutional Neural Networks. - Fabián Muñoz; Gustavo A. Isaza; Luis Castillo 001 (DCAI, 2020)

Computational architecture of IoT data analytics for connected home based on deep learning. - Carlos Andrés Castañeda Osorio; Gustavo Adolfo Isaza Echeverry; Luis Fernando Castillo Ossa; Oscar Hernán Franco Bedoya (EATIS, 2020)

Deep Neural Network to Curate LTR Retrotransposon Libraries from Plant Genomes. - Simon Orozco-Arias; Mariana S. Candamil-Cortes; Paula A. Jaimes; Estiven Valencia-Castrillon; Reinel Tabares-Soto; Romain Guyot; Gustavo A. Isaza (PACBB, 2021)

Multi-subject Identification of Hand Movements Using Machine Learning. - 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 (SSCT, 2021)

Computational Architecture of IoT Data Analytics for Connected Home Based on Deep Learning. - Carlos Andrés Castañeda Osorio; Luis Fernando Castillo Ossa; Gustavo Adolfo Isaza Echeverry (SSCT, 2021)

GBRAS-Net: A Convolutional Neural Network Architecture for Spatial Image Steganalysis. - 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 (IEEE Access, 2021)

Strategy to improve the accuracy of convolutional neural network architectures applied to digital image steganalysis in the spatial domain. - 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 (PeerJ Comput. Sci., 2021)

Sensitivity of deep learning applied to spatial image steganalysis. - 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 (PeerJ Comput. Sci., 2021)

Classifying cybergrooming for child online protection using hybrid machine learning model. - Gustavo A. Isaza; Fabián Muñoz; Luis Fernando Castillo; Felipe Buitrago (Neurocomputing, 2022)

Automatic curation of LTR retrotransposon libraries from plant genomes through machine learning. - Simon Orozco-Arias; Mariana S. Candamil-Cortes; Paula A. Jaimes; Estiven Valencia-Castrillon; Reinel Tabares-Soto; Gustavo A. Isaza; Romain Guyot (J. Integr. Bioinform., 2022)

Inpactor2: a software based on deep learning to identify and classify LTR-retrotransposons in plant genomes. - 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 (Briefings Bioinform., 2023)

Cloud-based deep learning architecture for DDoS cyber attack prediction. - Jeferson Arango-López; Gustavo A. Isaza; Fabian Ramirez; Néstor D. Duque; Jose Montes (Expert Syst. J. Knowl. Eng., 2025)