Jose Antonio Vilar Fernández
Journal articles
- Ángel López-Oriona, José A. Vilar, Pierpaolo D’Urso.
Hard and soft clustering of categorical time series based on two novel distances with an application to biological sequences,
Information Sciences, 624 (2023) 467-492.
- Ángel López-Oriona, José A. Vilar.
The bootstrap for testing the equality of two multivariate time series with an application to financial markets,
Information Sciences, 616 (2022) 255-275.
- Ángel López-Oriona, José A. Vilar, Pierpaolo D'Urso, .
Quantile-based fuzzy clustering of multivariate time series in the frequency domain,
Fuzzy Sets and Systems, 443 (2022) B, 115-154.
- Ángel López-Oriona, Pierpaolo D'Urso, José A. Vilar, Borja Lafuente-Rego.
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, 30 (2022) 9, 3990 - 4004.
- Ángel López-Oriona, Pierpaolo D'Urso, José A. Vilar, Borja Lafuente-Rego.
Quantile-based fuzzy C-means clustering of multivariate time series: Robust techniques,
International Journal of Approximate Reasoning, 150 (2022) 55-82.
- Ángel López-Oriona, José A. Vilar.
F4: An All-Purpose Tool for Multivariate Time Series Classification,
Mathematics, 9 (2021) 23, 3051.
- Ángel López-Oriona, José A. Vilar.
Outlier detection for multivariate time series: A functional data approach,
Knowledge-Based Systems, 233 (2021) 107527.
- Ángel López-Oriona, José A. Vilar.
Quantile cross-spectral density: A novel and effective tool for clustering multivariate time series,
Expert Systems with Applications, 185 (2021) 115677.
- Elías Harrán, José Antonio Vilar Fernández, Lara Harrán Marengo.
Sealing capacity of lateral canals with different root canal obturation techniques,
Revista de la Asociación Odontológica Argentina, 109 (2021) 1, 9-19.
- Guillermo Ferreira, Jorge Mateu, José A. Vilar, Joel Muñoz .
Bootstrapping regression models with locally stationary disturbances,
Test, 30 (2021) 341-363.
- Jose Arturo Molina Mora, Pablo Montero-Manso, Raquel García-Batána, Rebeca Campos-Sánchez, Jose Vilar-Fernández, Fernando García.
A first perturbome of Pseudomonas aeruginosa: Identification of core genes related to multiple perturbations by a machine learning approach,
Biosystems, 205 (2021) 104411.
- Lafuente-Rego B., D'Urso P., Vilar J.A.
Robust fuzzy clustering based on quantile autocovariances,
Statistical Papers, 61 (2020) 2393-2448.
- Vilar Jose A., Fernández-Casal Rubén, Fernández-Lozano Carlos.
Covid-19 projections for Spain using forecast combinations,
Boletín de Estadística e Investigación Operativa, 36 (2020) 2, 99-125.
- Pablo Montero-Manso, Laura Morán-Fernández, Verónica Bolón-Canedo, José A.Vilar, Amparo Alonso-Betanzos.
Distributed classification based on distances between probability distributions in feature space,
Information Sciences, 496 (2019) 431-450.
- Two-sample homogeneity testing: A procedure based on comparing distributions of interpoint distances.
Pablo Montero-Manso, José A. Vilar,
Statistical Analysis and Data Mining: The ASA Data Science Journal, 12 (2019) 3, 234-252.
- Dibben, N., Coutinho, E., Vilar, J.A., & Estévez-Pérez, G.
Do Individual Differences Influence Moment-by-Moment Reports of Emotion Perceived in Music and Speech Prosody?,
Frontiers in Behavioral Neuroscience, 12 (2018) 184.
- José A. Vilar, Borja Lafuente-Rego, Pierpaolo D’Urso.
Quantile autocovariances: A powerful tool for hard and soft partitional clustering of time series,
Fuzzy Sets and Systems, 340 (2018) 38-72.
- B. Lafuente-Rego, J. A. Vilar.
Clustering of time series using quantile autocovariances,
Advances in Data Analysis and Classification, 10 (2016) 3, 391-415.
- V. Tuset, M. Ferré, J. Otero-Ferrer, J.A. Vilar, B. Morales-Lin, A. Lombarte.
Testing otolith morphology for measuring marine fish biodiversity,
Marine & Freshwater Research, 67 (2016) 7, 1037-1048.
- A. Bode, M.G. Estévez, M. Varela, J.A. Vilar.
Annual trend patterns of phytoplankton species abundance belie homogeneous taxonomical group responses to climate in the NE Atlantic upwelling,
Marine Environmental Research, 110 (2015) 81-91.
- M. García-Magariños, J. A. Vilar.
A framework for dissimilarity-based partitioning clustering of categorical time series,
Data Mining and Knowledge Discovery, 29 (2015) 466-502.
- P. Montero, J. A. Vilar.
TSclust: An R package for time series clustering,
Journal of Statistical Software, 62 (2014) 1, 1 - 43.
- R. Ouréns, J. Freire, J. A. Vilar, L. Fernández.
Influence of habitat and population density on recruitment and spatial dynamics of sea urchin Paracentrotus lividus in Galicia,
ICES Journal of Marine Science, 71 (2014) 5, 1064-1072.
- J.A. Vilar, J. M. Vilar.
Time series clustering based on nonparametric multidimensional forecast densities,
Electronic Journal of Statistics, 7 (2013) 1019-1046.
- M.G. Estévez Pérez, J. A. Vilar.
Functional ANOVA starting from discrete data: an application to air quality data,
Environmental and Ecological Statistics, 20 (2013) 3, 495-517.
- R. Cao, J. A. Vilar, J. M. Vilar, A. K. López.
Sampling Error Estimation in Stratified Surveys,
Open Journal of Statistics, 3 (2013) 3, 200-212.
- J. M. Vilar, J. A. Vilar.
A bootstrap test for the equality of non-parametric regression curves under dependence,
Communications in Statistics / Theory and Methods, 41 (2012) 6, 1069-1088.
- R. Cao, J. A. Vilar, J. M. Vilar.
Generalized variance function estimation for binary variables in a large-scale sample survey,
Australian and New Zealand Journal of Statistics, 54 (2012) 3, 301-324.
- J. A. Vilar, A. M. Alonso, J. M. Vilar.
Non-linear time series clustering based on non-parametric forecast densities,
Computational Statistics and Data Analysis, 54 (2010) 2850-2865.
- J.L. Relova, S. Pértega Díaz, J.A. Vilar, E. López, M. Peleteiro y F. Ares.
Effects of cell-phone radiation on the electroencephalographic spectra of epileptic patients,
IEEE Antennas and Propagation Society, 52 (2010) 6, 173-179.
- S. Pértega Díaz, J. A. Vilar.
Comparing several parametric and nonparametric approaches to time series clustering: A simulation study,
Journal of Classification, 27 (2010) 3, 333-362.
- J. M. Vilar, J. A. Vilar, S. Pértega.
Classifying time series data: A nonparametric approach,
Journal of Classification (2009) 26, 3-28.
- J. M. Vilar, J. A. Vilar, W. González .
Bootstrap tests for nonparametric comparison of regression curves with dependent errors,
Test, 16 (2007) 1, 123-145.
- J. A. Vilar, S. Pértega.
Discriminant and cluster analysis for Gaussian stationary processes: local linear fitting approach,
Journal of Nonparametric Statistics, 16 (2004) 443-462.
- E. Harrán, J. A. Vilar.
The Cemento-Dentino-Canal Junction, the Apical Foramen, and the Apical Constriction: Evaluation by Optical Microscopy,
Journal of Endodontics, 29 (2003) 3, 214-219.
- M. Francisco-Fernández, J. M. Vilar, J. A. Vilar.
On the uniform strong consistency of local polynomial regression under dependence conditions,
Communications in Statistics / Theory and Methods, 32 (2003) 12, 2441-2463.
- J. M. Vilar, J. A. Vilar.
Bootstrap of minimum distance estimators in regression with correlation disturbances,
Journal of Statistical Planning and Inference, 108 (2002) 283-299.
- E. Herrán, C. Canalda, J. A. Vilar.
Study of dentinal tubule architecture of permanent upper premolars: evaluation by SEM,
Australian Endodontic Journal, 27 (2001) 2, 66-72.
- J. A. Vilar, J. M. Vilar.
Finite sample performance of density estimators from unequally spaced data,
Statistics and Probability Letters, 50 (2000) 63-73.
- J. M. Vilar, J. A. Vilar.
Recursive local polynomial regression under dependence conditions,
Test, 9 (2000) 1, 209-232.
- R. Muiño, L. Fernández, E. González-Gurriarán, J. Freire, J. A. Vilar.
Size at maturity of Liocarcinus depurator (Brachyura: Portunidae): a reproductive and morphometric study,
Journal of the Marine Biological Association of the United Kingdom, 79 (1999) 295-303.
- J. M. Vilar, J. A. Vilar.
Recursive estimation of regresion functions by local polynomial fitting,
Annals of the Institute of Statistical Mathematics, 50 (1998) 4, 729-754.