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Gustavo Isaza
Gustavo Isaza
PhD in Software Engineering, Full Professor /Senior Researcher at Universidad de Caldas
Dirección de correo verificada de ucaldas.edu.co
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Año
Retrotransposons in Plant Genomes: Structure, Identification, and Classification through Bioinformatics and Machine Learning
RG Simon Orozco-Arias, Gustavo Isaza
International Journal of Molecular Sciences 20 (15), 1-31, 2019
90*2019
GBRAS-Net: A Convolutional Neural Network Architecture for Spatial Image Steganalysis
RPR TABARES-SOTO REINES, ARTEAGA-ARTEAGA HAROLD BRAYAN, BRAVO-ORTIZ MARIO ...
IEEE Access, vol. 9, pp. , 2021 9, 14340-14350, 2021
74*2021
Deep Learning Applied to Steganalysis of Digital Images: A Systematic Review
R Tabares, R Ramos-Pollán, G Isaza
Published in: IEEE Access ISSN: 2169-3536 DOI: 10.1109/ACCESS.2019.2918086 …, 2019
74*2019
Malware detection based on cloud computing integrating intrusion ontology representation
CA Martínez, G Isaza, AGC Sanz
Communications (LATINCOM), 2010 IEEE Latin-American Conference on, 1-6, 2010
622010
Towards Ontology-Based Intelligent Model for Intrusion Detection and Prevention
G Isaza, AG Castillo-Sanz, L Castillo, MF Lopez
Journal Of Information Assurance And Security 5 (2), 376, 2010
462010
Measuring Performance Metrics of Machine Learning Algorithms for Detecting and Classifying Transposable Elements
JP Simon Orozco, Gustavo Isaza, Romain Guyot, Luis Castillo, Reinel Tabares
Processes 8 (6), 1-19, 2020
44*2020
A Hybrid Model for COVID-19 Monitoring and Prediction
LF Castillo Ossa, P Chamoso, J Arango-López, F Pinto-Santos, GA Isaza, ...
Electronics 10 (7), 799, 2021
392021
Network Management using Multi-Agents System. ADCAIJ: Advances in Distributed Computing and Artificial Intelligence Journal (ISSN: 2255-2863)
G Isaza, MH Mejía, LF Castillo, A Morales, N Duque
Salamanca 1 (3), 2012
362012
Lower methane emissions were associated with higher abundance of ruminal Prevotella in a cohort of Colombian buffalos
JJ Sandra Bibiana Aguilar-Marin, Claudia Lorena Betancur-Murillo, Gustavo ...
BMC Microbiology 20 (364), 13, 2020
35*2020
A systematic review of the application of machine learning in the detection and classification of transposable elements
S Orozco-Arias, G Isaza, R Guyot, R Tabares-Soto
PeerJ 7, e8311, 2019
322019
Advances in Computational Biology: Proceedings of the 2nd Colombian Congress on Computational Biology and Bioinformatics (CCBCOL)
LF Castillo, M Cristancho, G Isaza, A Pinzón, JMC Rodríguez
Springer Science & Business Media, 2014
31*2014
Digital media steganalysis
JAAG Reinel Tabares-Soto, Raúl Ramos-Pollán, Gustavo Isaza, Simon Orozco ...
Digital Media Steganography Principles, Algorithms, and Advances, 259-293, 2020
24*2020
Distributed Denial of Service (DDoS) Attacks Detection Using Machine Learning Prototype
M Hoyos, G Isaza, LF Castillo, J Elez
Distributed Computing and Artificial 474 (1), 33-41, 2016
242016
Aplicación de redes neuronales para la detección de intrusos en redes y sistemas de información
CAP Perez, G ISAZA, JAB Britto
Scientia et technica 11 (27), 225-230, 2005
222005
K-mer-based machine learning method to classify LTR-retrotransposons in plant genomes
GI Simon Orozco Arias, Mariana S Candamil-Cortés, Paula A Jaimes, Reinel ...
PeerJ 9 (11456), 1-20, 2021
19*2021
InpactorDB: A Classified Lineage-Level Plant LTR Retrotransposon Reference Library for Free-Alignment Methods Based on Machine Learning
S Orozco-Arias, PA Jaimes, MS Candamil, CF Jiménez-Varón, ...
Genes 12 (2), 190, 2021
192021
Búsqueda personalizada en Repositorios de Objetos de Aprendizaje a partir del perfil del estudiante
PA Rodríguez, G Isaza, ND Duque
Avances: Investigación en Ingeniería 9 (1), 71-81, 2012
192012
Strategy to improve the accuracy of convolutional neural network architectures applied to digital image steganalysis in the spatial domain
RRP Reinel Tabares-Soto, Harold Brayan Arteaga-Arteaga, Alejandro Mora ...
PeerJ Computer Sciences, 1-21, 2021
18*2021
An intrusion detection and prevention model based on intelligent multi-agent systems, signatures and reaction rules ontologies
GA Isaza, AG Castillo, ND Duque
7th International Conference on Practical Applications of Agents and Multi …, 2009
182009
Classifying Cybergrooming for Child Online Protection Using Hybrid Machine Learning Model
G Isaza, F Muñoz, L Castillo, F Buitrago
Neurocomputing 484, 250-259, 2022
142022
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Artículos 1–20