| 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 | 110* | 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 | 99* | 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 | 85* | 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 | 67 | 2010 |
| 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 | 65* | 2020 |
| 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 | 48 | 2010 |
| 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 | 46 | 2012 |
| 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 | 45* | 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 | 44 | 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 | 39 | 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 | 35* | 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 | 25* | 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 | 25 | 2016 |
| 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 | 23* | 2021 |
| 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 | 23* | 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 | 22 | 2021 |
| 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 | 20 | 2005 |
| Classifying Cybergrooming for Child Online Protection Using Hybrid Machine Learning Model G Isaza, F Muñoz, L Castillo, F Buitrago Neurocomputing 484, 250-259, 2022 | 19 | 2022 |
| SMARTSEC4COP: Smart Cyber-Grooming Detection Using Natural Language Processing and Convolutional Neural Networks F Muñoz, G Isaza, L Castillo International Symposium on Distributed Computing and Artificial Intelligence …, 2021 | 19 | 2021 |
| 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 | 18 | 2012 |
Luis Fernando Castillo OssaUniversidad de Caldas確認したメール アドレス: ucaldas.edu.co
