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Gustavo Isaza
Gustavo Isaza
PhD in Software Engineering, Full Professor /Senior Researcher at Universidad de Caldas
Bestätigte E-Mail-Adresse bei ucaldas.edu.co
Titel
Zitiert von
Zitiert von
Jahr
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
592010
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
48*2019
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
422010
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
37*2019
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
30*2014
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
302012
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
212005
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
20*2021
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
202019
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
182021
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
182016
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
182012
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
Network management using multi-agents system
GA Isaza, MH Mejía, LFC Ossa, A Morales, N Duque
ADCAIJ: Advances in Distributed Computing and Artificial Intelligence …, 2012
132012
Intrusion correlation using ontologies and multi-agent systems
G Isaza, A Castillo, M López, L Castillo, M López
International Conference on Information Security and Assurance, 51-63, 2010
112010
Digital media steganalysis
JAAG Reinel Tabares-Soto, Raúl Ramos-Pollán, Gustavo Isaza, Simon Orozco ...
Digital Media Steganography Principles, Algorithms, and Advances, 259-293, 2020
9*2020
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
7*2020
Arquitecturas y modelos de programación en computación grid
GA Isaza, NDD Mendez
Scientia et technica 13 (37), 433-438, 2007
72007
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
6*2021
A Machine Learning-based Pipeline for the Classification of CTX-M in Metagenomics Samples
D Ceballos, D López-Álvarez, G Isaza, R Tabares-Soto, S Orozco-Arias, ...
Processes 7 (4), 235, 2019
62019
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