Marta García-Bárzana

According to our database, Marta García-Bárzana authored at least 8 papers between 2012 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Fusing anomaly detection with false positive mitigation methodology for predictive maintenance under multivariate time series.

David López, Ignacio Aguilera-Martos, Marta García-Bárzana, Francisco Herrera, Diego García-Gil, Julián Luengo

Inf. Fusion, December, 2023

Multi-step histogram based outlier scores for unsupervised anomaly detection: ArcelorMittal engineering dataset case of study.

Ignacio Aguilera-Martos, Marta García-Bárzana, Diego García-Gil, Jacinto Carrasco, David López, Julián Luengo, Francisco Herrera

Neurocomputing, August, 2023

2021

Anomaly detection in predictive maintenance: A new evaluation framework for temporal unsupervised anomaly detection algorithms.

Jacinto Carrasco, David López, Ignacio Aguilera-Martos, Diego García-Gil, Irina Markova, Marta García-Bárzana, Manuel Arias-Rodil, Julián Luengo, Francisco Herrera

Neurocomputing, 2021

Anomaly Detection in Predictive Maintenance: A New Evaluation Framework for Temporal Unsupervised Anomaly Detection Algorithms.

Jacinto Carrasco, Irina Markova, David López, Ignacio Aguilera, Diego García, Marta García-Bárzana, Manuel Arias-Rodil, Julián Luengo, Francisco Herrera

CoRR, 2021

2020

Multiple linear regression models for random intervals: a set arithmetic approach.

Marta García-Bárzana, Ana Belén Ramos-Guajardo, Ana Colubi, Erricos John Kontoghiorghes

Comput. Stat., 2020

2014

Lasso Estimation of an Interval-Valued Multiple Regression Model.

Marta García-Bárzana, Ana Colubi, Erricos John Kontoghiorghes

Proceedings of the Strengthening Links Between Data Analysis and Soft Computing, 2014

2013

A set arithmetic-based linear regression model for modelling interval-valued responses through real-valued variables.

Ángela Blanco-Fernández, Ana Colubi, Marta García-Bárzana

Inf. Sci., 2013

2012

A Linear Regression Model for Interval-Valued Response Based on Set Arithmetic.

Ángela Blanco-Fernández, Ana Colubi, Marta García-Bárzana, Manuel Montenegro

Proceedings of the Synergies of Soft Computing and Statistics for Intelligent Data Analysis, 2012