Publications (14) MARTA GARCIA BARZANA publications

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2023

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

    Information Fusion, Vol. 100

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

    Neurocomputing, Vol. 544

2021

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

    Neurocomputing, Vol. 462, pp. 440-452

2020

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

    Computational Statistics, Vol. 35, Núm. 2, pp. 755-773

2015

  1. Lasso estimation of an interval-valued multiple regression model

    Advances in Intelligent Systems and Computing, Vol. 315, pp. 185-191

2014

  1. A distance-based statistical analysis of fuzzy number-valued data

    International Journal of Approximate Reasoning

  2. Evaluating FOMC forecast ranges: An interval data approach

    Empirical Economics, Vol. 47, Núm. 1, pp. 365-388

  3. Rejoinder on "a distance-based statistical analysis of fuzzy number-valued data"

    International Journal of Approximate Reasoning

2013

  1. A linear regression model for interval-valued response based on set arithmetic

    Advances in Intelligent Systems and Computing

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

    Information Sciences, Vol. 247, pp. 109-122

  3. Arithmetic and distance-based approach to the statistical analysis of imprecisely valued data

    Studies in Fuzziness and Soft Computing, Vol. 285, pp. 1-18

  4. Estimación de los parámetros de un modelo de regresión lineal múltiple de naturaleza intervalar

    XXXIV Congreso Nacional de Estadística e Investigación Operativa, VIII Jornadas de Estadística Pública: SEIO 2013. Universitat Jaume I, Castellón, septiembre 2013. Libro de actas

  5. On the estimation of the regression model M for interval data

    Studies in Fuzziness and Soft Computing, Vol. 285, pp. 43-52

  6. Random fuzzy sets: A mathematical tool to develop statistical fuzzy data analysis

    Iranian Journal of Fuzzy Systems, Vol. 10, Núm. 2, pp. 1-28