Publications by the researcher in collaboration with Borja Raúl Lafuente Rego (11)

2022

  1. Quantile-based fuzzy C-means clustering of multivariate time series: Robust techniques

    International Journal of Approximate Reasoning, Vol. 150, pp. 55-82

  2. Spatial Weighted Robust Clustering of Multivariate Time Series Based on Quantile Dependence With an Application to Mobility During COVID-19 Pandemic

    IEEE Transactions on Fuzzy Systems, Vol. 30, Núm. 9, pp. 3990-4004

2021

  1. Robust Methods for Soft Clustering of Multidimensional Time Series †

    Engineering Proceedings, Vol. 7, Núm. 1

  2. Spatial weighted robust clustering of multivariate time series based on quantile dependence with an application to mobility during COVID-19 pandemic

    CEUR Workshop Proceedings

2020

  1. Robust fuzzy clustering based on quantile autocovariances

    Statistical Papers, Vol. 61, Núm. 6, pp. 2393-2448

2018

  1. Quantile autocovariances: A powerful tool for hard and soft partitional clustering of time series

    Fuzzy Sets and Systems, Vol. 340, pp. 38-72

2016

  1. Clustering of time series using quantile autocovariances

    Advances in Data Analysis and Classification, Vol. 10, Núm. 3, pp. 391-415

  2. Fuzzy clustering of series using quantile autocovariances

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2015

  1. Clasificación supervisada de series basada en autocovarianzas cuantil

    XXXV Congreso Nacional SEIO: IX Jornadas de Estadística Pública : Universidad Pública de Navarra, Pamplona, del 26 al 29 de mayo de 2015

  2. Fuzzy clustering of series using quantile autocovariances

    CEUR Workshop Proceedings

2014

  1. Time series clustering based on quantile autocovariances

    Proceedings of COMPSTAT 2014 - 21st International Conference on Computational Statistics