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ORCIDGustavo A. Isaza
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2020 – today
- 2025
[j11]Jeferson Arango-López
, Gustavo A. Isaza, Fabian Ramirez, Néstor D. Duque, Jose Montes:
Cloud-based deep learning architecture for DDoS cyber attack prediction. Expert Syst. J. Knowl. Eng. 42(1) (2025)- 2023
- [j10]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) - 2022
- [j9]Gustavo A. Isaza, Fabián Muñoz, Luis Fernando Castillo, Felipe Buitrago:
Classifying cybergrooming for child online protection using hybrid machine learning model. Neurocomputing 484: 250-259 (2022) - [j8]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) - 2021
- [j7]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:
GBRAS-Net: A Convolutional Neural Network Architecture for Spatial Image Steganalysis. IEEE Access 9: 14340-14350 (2021) - [j6]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:
Strategy to improve the accuracy of convolutional neural network architectures applied to digital image steganalysis in the spatial domain. PeerJ Comput. Sci. 7: e451 (2021) - [j5]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:
Sensitivity of deep learning applied to spatial image steganalysis. PeerJ Comput. Sci. 7: e616 (2021) - [c18]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: 85-94 - [c17]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: 117-128 - [c16]Carlos Andrés Castañeda Osorio, Luis Fernando Castillo Ossa, Gustavo Adolfo Isaza Echeverry:
Computational Architecture of IoT Data Analytics for Connected Home Based on Deep Learning. SSCT 2021: 150-159 - 2020
- [c15]Fabián Muñoz, Gustavo A. Isaza, Luis Castillo:
SMARTSEC4COP: Smart Cyber-Grooming Detection Using Natural Language Processing and Convolutional Neural Networks. DCAI 2020: 11-20 - [c14]Carlos Andrés Castañeda Osorio, Gustavo Adolfo Isaza Echeverry, Luis Fernando Castillo Ossa, Oscar Hernán Franco Bedoya:
Computational architecture of IoT data analytics for connected home based on deep learning. EATIS 2020: 26:1-26:8
2010 – 2019
- 2019
- [j4]Reinel Tabares-Soto, Raúl Ramos-Pollán, Gustavo A. Isaza:
Deep Learning Applied to Steganalysis of Digital Images: A Systematic Review. IEEE Access 7: 68970-68990 (2019) - 2018
- [c13]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: 400-408 - 2016
- [j3]Manuel Glez Bedia, Luis Fernando Castillo, Carolina López, Francisco J. Serón, Gustavo A. Isaza:
Designing virtual bots for optimizing strategy-game groups. Neurocomputing 172: 453-458 (2016) - [c12]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: 33-41 - 2015
- [j2]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) - [c11]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: 107-115 - 2014
- [c10]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: 243-250 - 2013
- [c9]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: 361-368 - [c8]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: 45-51 - 2012
- [j1]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) - [c7]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: 355-361 - [c6]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: 277-283 - 2010
- [c5]Marcelo López, Gustavo A. Isaza, Luis Joyanes:
Towards a Knowledge Management Portal for a Local Community. ICISTM 2010: 357-362 - [c4]Gustavo A. Isaza, Andrés G. Castillo, Marcelo López, Luis Fernando Castillo, Manuel López:
Intrusion Correlation Using Ontologies and Multi-agent Systems. ISA 2010: 51-63
2000 – 2009
- 2009
- [c3]Gustavo A. Isaza, Andrés G. Castillo, Manuel López, Luis Fernando Castillo:
Towards Ontology-Based Intelligent Model for Intrusion Detection and Prevention. CISIS 2009: 109-116 - [c2]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: 237-245 - 2008
- [c1]Néstor D. Duque, María Helena Mejía S., Gustavo A. Isaza, Adriana Morales:
Multiagent System Implementation for Network Management Based on SNMP Protocol. DCAI 2008: 38-46
Coauthor Index
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