Ángel Luis Muñoz Castañeda

Multiclass Classification Procedure for Detecting Attacks on MQTT‐IoT Protocol

Héctor Aláiz‐Moretón, José Aveleira‐Mata, Jorge Ondicol-Garcia et al. · Complexity · 2019 · 137 citations · Full text

Mqtt Protocol, Anomaly Detection, Machine Learning +18

Effect of the Sampling of a Dataset in the Hyperparameter Optimization Phase over the Efficiency of a Machine Learning Algorithm

Noemí DeCastro‐García, Ángel Luis Muñoz Castañeda, David Escudero García et al. · Complexity · 2019 · 90 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +20

An effectiveness analysis of transfer learning for the concept drift problem in malware detection

David Escudero García, Noemí DeCastro‐García, Ángel Luis Muñoz Castañeda · Expert Systems with Applications · 2022 · 35 citations · Full text

Engineering, Machine Learning, Data Science +9

Machine learning for automatic assignment of the severity of cybersecurity events

Noemí DeCastro‐García, Ángel Luis Muñoz Castañeda, Mario Fernández‐Rodríguez · Computational and Mathematical Methods · 2019 · 14 citations

Artificial Intelligence, Engineering, Machine Learning +10

On Detecting and Removing Superficial Redundancy in Vector Databases

Noemí DeCastro‐García, Ángel Luis Muñoz Castañeda, M. Fernández Rodríguez et al. · Mathematical Problems in Engineering · 2018 · 10 citations · Full text

Vector Database, Engineering, Information Security +22