The discriminative functional mixture model for a comparative analysis of bike sharing systems

From MaRDI portal
Publication:262344

DOI10.1214/15-AOAS861zbMath1397.62511arXiv1601.07999MaRDI QIDQ262344

Etienne Côme, Julien Jacques, Charles Bouveyron

Publication date: 29 March 2016

Published in: The Annals of Applied Statistics (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1601.07999




Related Items

Combining a relaxed EM algorithm with Occam's razor for Bayesian variable selection in high-dimensional regressionClustering transformed compositional data usingK-means, with applications in gene expression and bicycle sharing system dataSelection of the number of clusters in functional data analysisIntra-day co-movements of crude oil futures: China and the international benchmarksOutlier detection in multivariate functional data through a contaminated mixture modelCo-clustering of multivariate functional data for the analysis of air pollution in the south of FranceFunctional data clustering via hypothesis testing \(k\)-meansPenalized model-based clustering of complex functional dataCluster non‐Gaussian functional dataEnsemble clustering for step data via binningSustainable budgeting and financial balance: which lever will you pull?A survey on model-based co-clustering: high dimension and estimation challengesZero-inflated time series clustering via ensemble thick-pen transformFunctional data clustering via information maximizationUnsupervised learning on U.S. weather forecast performanceData adaptive functional outlier detection: analysis of the Paris bike sharing system dataClustering nonlinear, nonstationary time series using BSLEXFunCC: a new bi-clustering algorithm for functional data with misalignmentBlock-Diagonal Covariance Selection for High-Dimensional Gaussian Graphical ModelsSimultaneous dimension reduction and clustering via the NMF-EM algorithmGaussian-based visualization of Gaussian and non-Gaussian-based clusteringClustering multivariate functional data in group-specific functional subspacesFunctional data clustering by projection into latent generalized hyperbolic subspacesfunFEMCo-clustering of time-dependent data via the shape invariant modelClustering multivariate functional data using unsupervised binary treesA general bi-clustering algorithm for object data with an application to the analysis of a Lombardy railway linePan-disease clustering analysis of the trend of period prevalenceClustering and forecasting multiple functional time seriesSemi-supervised nonparametric Bayesian modelling of spatial proteomicsBridge closure in the road network of Lombardy: a spatio-temporal analysis of the socio-economic impacts


Uses Software


Cites Work