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DAVID
ESCUDERO GARCÍA
Titulado Superior Investigador
Publications (27) Publications de DAVID ESCUDERO GARCÍA
2024
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A mathematical analysis about the geo-temporal characterization of the multi-class maliciousness of an IP address
Wireless Networks, Vol. 30, Núm. 6, pp. 5033-5048
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Predicción conforme para enriquecer los modelos dinámicos de clasificación de aplicaciones maliciosas en escenarios de deriva conceptual
IX Jornadas Nacionales de Investigación En Ciberseguridad
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Transfer and online learning for IP maliciousness prediction in a concept drift scenario
Wireless Networks
2023
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An effectiveness analysis of transfer learning for the concept drift problem in malware detection
Expert Systems with Applications, Vol. 212
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Aplicación de aprendizaje transferido a la asignacion de maliciosidad de IPs
Actas de las VIII Jornadas Nacionales de Investigación en Ciberseguridad: Vigo, 21 a 23 de junio de 2023
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Application of Anomaly Detection Models to Malware Detection in the Presence of Concept Drift
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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Towards Supercomputing Categorizing the Maliciousness upon Cybersecurity Blacklists with Concept Drift
Computational and Mathematical Methods, Vol. 2023
2022
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A review of: Optimal Feature Configuration forDynamic Malware Detection
Investigación en Ciberseguridad Actas de las VII Jornadas Nacionales (7º.2022.Bilbao) (Fundación Tecnalia Research and Innovation), pp. 277-278
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Extracción de variables para caracterización multi-clase de la severidad de IPs
Investigación en Ciberseguridad Actas de las VII Jornadas Nacionales (7º.2022.Bilbao) (Fundación Tecnalia Research and Innovation), pp. 14-21
2021
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Optimal feature configuration for dynamic malware detection
Computers and Security, Vol. 105
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Rhoaso: An early stop hyper-parameter optimization algorithm
Mathematics, Vol. 9, Núm. 18
2019
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An approximation to solve regression problems with a genetic fuzzy rule ordinal algorithm
Applied Soft Computing Journal, Vol. 78, pp. 13-28
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Aplicación de técnicas de transfer learning a problemas de ciberseguridad
Actas de las V Jornadas Nacionales de Ciberseguridad: junio 5-7, 2019. Cáceres
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Effect of the Sampling of a Dataset in the Hyperparameter Optimization Phase over the Efficiency of a Machine Learning Algorithm
Complexity, Vol. 2019
2018
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Effect of Applying Organic Amendments on the Pyrolytic Behavior of a Poplar Energy Crop
Waste and Biomass Valorization, Vol. 9, Núm. 8, pp. 1435-1449
2016
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Effect of waste organic amendments on Populus sp biomass production and thermal characteristics
Renewable Energy, Vol. 94, pp. 166-174
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On the use of an incremental approach to learn fuzzy classification rules for big data problems
2016 IEEE International Conference on Fuzzy Systems, FUZZ-IEEE 2016
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Ordinal classification based on the sequential covering strategy
International Journal of Approximate Reasoning, Vol. 76, pp. 96-110
2015
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An interpretability improvement for fuzzy rule bases obtained by the iterative rule learning approach
International Journal of Approximate Reasoning, Vol. 67, pp. 37-58
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Using a sequential covering strategy for discovering fuzzy rules incrementally
IEEE International Conference on Fuzzy Systems