Publications in collaboration with researchers from Università de Roma La Sapienza (6)

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