Clustering of time series using quantile autocovariances

TSclust: AnRPackage for Time Series Clustering

(2015) Pablo Montero et al.   Journal of Statistical Software

Clustering of financial time series

(2013) Pierpaolo D’Urso et al.   PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS

Experimental comparison of representation methods and distance measures for time series data

(2012) Xiaoyue Wang et al.   DATA MINING AND KNOWLEDGE DISCOVERY

Panel data analysis: a survey on model-based clustering of time series

(2011) Sylvia Frühwirth-Schnatter   Advances in Data Analysis and Classification

A tail dependence-based dissimilarity measure for financial time series clustering

(2011) Giovanni De Luca et al.   Advances in Data Analysis and Classification

The extremogram: A correlogram for extreme events

(2010) Richard A. Davis et al.   BERNOULLI

A review on time series data mining

(2010) Tak-chung Fu   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Comparing Several Parametric and Nonparametric Approaches to Time Series Clustering: A Simulation Study

(2010) Sonia Pértega Díaz et al.   JOURNAL OF CLASSIFICATION

Non-linear time series clustering based on non-parametric forecast densities

(2009) J.A. Vilar et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

Autocorrelation-based fuzzy clustering of time series

(2009) Pierpaolo D’Urso et al.   FUZZY SETS AND SYSTEMS

Clustering heteroskedastic time series by model-based procedures

(2008) Edoardo Otranto   COMPUTATIONAL STATISTICS & DATA ANALYSIS

Time series clustering and classification by the autoregressive metric

(2007) Marcella Corduas et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

Model-Based Clustering of Multiple Time Series

(2007) Sylvia Fröhwirth-Schnatter et al.   JOURNAL OF BUSINESS & ECONOMIC STATISTICS