![Foto de Borja Raúl](/img/nophoto.png)
Borja Raúl
Lafuente Rego
Investigador
Publicaciones (12) Publicaciones de Borja Raúl Lafuente Rego
2022
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Quantile-based fuzzy C-means clustering of multivariate time series: Robust techniques
International Journal of Approximate Reasoning, Vol. 150, pp. 55-82
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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
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Robust Methods for Soft Clustering of Multidimensional Time Series †
Engineering Proceedings, Vol. 7, Núm. 1
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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
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Robust fuzzy clustering based on quantile autocovariances
Statistical Papers, Vol. 61, Núm. 6, pp. 2393-2448
2018
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Quantile autocovariances: A powerful tool for hard and soft partitional clustering of time series
Fuzzy Sets and Systems, Vol. 340, pp. 38-72
2016
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Clustering of time series using quantile autocovariances
Advances in Data Analysis and Classification, Vol. 10, Núm. 3, pp. 391-415
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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
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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
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Fuzzy clustering of series using quantile autocovariances
CEUR Workshop Proceedings
2014
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Time series clustering based on quantile autocovariances
Proceedings of COMPSTAT 2014 - 21st International Conference on Computational Statistics
2012
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Modelos de series de tiempo con covariables: aplicación a datos financieros
Actas do Seminario de Iniciación á Investigación, Núm. 8, pp. 43-46