Publicaciones en colaboración con investigadores/as de Università de Roma La Sapienza (10)

2023

  1. Hard and soft clustering of categorical time series based on two novel distances with an application to biological sequences

    Information Sciences, Vol. 624, pp. 467-492

  2. Unsupervised Classification of Categorical Time Series Through Innovative Distances

    Studies in Classification, Data Analysis, and Knowledge Organization

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. Quantile-based fuzzy clustering of multivariate time series in the frequency domain

    Fuzzy Sets and Systems, Vol. 443, pp. 115-154

  3. 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

  4. Unsupervised Classification of Categorical Time Series through Innovative Distances

    Proceedings of the International Conference on Statistics

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