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2020 – today
- 2023
[j5]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: 126228 (2023)- [j4]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: 101957 (2023) - 2021
- [j3]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: 440-452 (2021) - [i1]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 abs/2105.12818 (2021) - 2020
- [j2]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): 755-773 (2020)
2010 – 2019
- 2014
- [c2]Marta García-Bárzana, Ana Colubi, Erricos John Kontoghiorghes:
Lasso Estimation of an Interval-Valued Multiple Regression Model. SMPS 2014: 185-191 - 2013
- [j1]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: 109-122 (2013) - 2012
- [c1]Ángela Blanco-Fernández, Ana Colubi, Marta García-Bárzana, Manuel Montenegro:
A Linear Regression Model for Interval-Valued Response Based on Set Arithmetic. SMPS 2012: 105-113
Coauthor Index
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