Marta García-Bárzana

Publication Activity (10 Years)

Years Active: 2012-2023
Publications (10 Years): 5

Top Topics

Anomaly Detection

Network Intrusion Detection

Linear Regression

Evaluation Framework

Top Venues

Publications

David López, Ignacio Aguilera-Martos, Marta García-Bárzana, Francisco Herrera, Diego García-Gil, Julián Luengo
Fusing anomaly detection with false positive mitigation methodology for predictive maintenance under multivariate time series. Inf. Fusion 100 (2023)
Ignacio Aguilera-Martos, Marta García-Bárzana, Diego García-Gil, Jacinto Carrasco, David López, Julián Luengo, Francisco Herrera
Multi-step histogram based outlier scores for unsupervised anomaly detection: ArcelorMittal engineering dataset case of study. Neurocomputing 544 (2023)
Jacinto Carrasco, Irina Markova, David López, Ignacio Aguilera, Diego García, Marta García-Bárzana, Manuel Arias-Rodil, Julián Luengo, Francisco Herrera
Anomaly Detection in Predictive Maintenance: A New Evaluation Framework for Temporal Unsupervised Anomaly Detection Algorithms. CoRR (2021)
Jacinto Carrasco, David López, Ignacio Aguilera-Martos, Diego García-Gil, Irina Markova, Marta García-Bárzana, Manuel Arias-Rodil, Julián Luengo, Francisco Herrera
Anomaly detection in predictive maintenance: A new evaluation framework for temporal unsupervised anomaly detection algorithms. Neurocomputing 462 (2021)
Marta García-Bárzana, Ana Belén Ramos-Guajardo, Ana Colubi, Erricos John Kontoghiorghes
Multiple linear regression models for random intervals: a set arithmetic approach. Comput. Stat. 35 (2) (2020)
Marta García-Bárzana, Ana Colubi, Erricos John Kontoghiorghes
Lasso Estimation of an Interval-Valued Multiple Regression Model. SMPS (2014)
Ángela Blanco-Fernández, Ana Colubi, Marta García-Bárzana
A set arithmetic-based linear regression model for modelling interval-valued responses through real-valued variables. Inf. Sci. 247 (2013)
Ángela Blanco-Fernández, Ana Colubi, Marta García-Bárzana, Manuel Montenegro
A Linear Regression Model for Interval-Valued Response Based on Set Arithmetic. SMPS (2012)