Forecasting Simultaneously High-Dimensional Time Series: A Robust Model-Based Clustering Approach

Yongning Wang; Ruey S. Tsay; Johannes Ledolter; Keshab M. Shrestha

doi:10.1002/for.2264

Forecasting Simultaneously High-Dimensional Time Series: A Robust Model-Based Clustering Approach

Journal of Forecasting ◽

10.1002/for.2264 ◽

2013 ◽

Vol 32 (8) ◽

pp. 673-684 ◽

Cited By ~ 8

Author(s):

Yongning Wang ◽

Ruey S. Tsay ◽

Johannes Ledolter ◽

Keshab M. Shrestha

Keyword(s):

Time Series ◽

High Dimensional ◽

Model Based Clustering ◽

Model Based ◽

Robust Model ◽

Clustering Approach

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Automated gating of flow cytometry data via robust model-based clustering

Cytometry Part A ◽

10.1002/cyto.a.20531 ◽

2008 ◽

Vol 73A (4) ◽

pp. 321-332 ◽

Cited By ~ 159

Author(s):

Kenneth Lo ◽

Ryan Remy Brinkman ◽

Raphael Gottardo

Keyword(s):

Flow Cytometry ◽

Model Based Clustering ◽

Flow Cytometry Data ◽

Model Based ◽

Robust Model

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A model-based clustering approach to the recognition of the spatial defect patterns produced during semiconductor fabrication

IIE Transactions ◽

10.1080/07408170701592556 ◽

2007 ◽

Vol 40 (2) ◽

pp. 93-101 ◽

Cited By ~ 24

Author(s):

Tao Yuan ◽

Way Kuo

Keyword(s):

Model Based Clustering ◽

Model Based ◽

Clustering Approach ◽

Semiconductor Fabrication

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Analysis of Massive Emigration from Poland: The Model-Based Clustering Approach

Advances in Data Analysis, Data Handling and Business Intelligence - Studies in Classification, Data Analysis, and Knowledge Organization ◽

10.1007/978-3-642-01044-6_57 ◽

2009 ◽

pp. 615-624

Author(s):

Ewa Witek

Keyword(s):

Model Based Clustering ◽

Model Based ◽

Clustering Approach

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Profiles of children’s arithmetic fact development: A model-based clustering approach

Journal of Experimental Child Psychology ◽

10.1016/j.jecp.2015.01.003 ◽

2015 ◽

Vol 133 ◽

pp. 29-46 ◽

Cited By ~ 33

Author(s):

Kiran Vanbinst ◽

Eva Ceulemans ◽

Pol Ghesquière ◽

Bert De Smedt

Keyword(s):

Model Based Clustering ◽

Model Based ◽

Arithmetic Fact ◽

Clustering Approach

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Model-based clustering of high-dimensional data streams with online mixture of probabilistic PCA

Advances in Data Analysis and Classification ◽

10.1007/s11634-013-0133-7 ◽

2013 ◽

Vol 7 (3) ◽

pp. 281-300 ◽

Cited By ~ 7

Author(s):

Anastasios Bellas ◽

Charles Bouveyron ◽

Marie Cottrell ◽

Jérôme Lacaille

Keyword(s):

Data Streams ◽

High Dimensional Data ◽

High Dimensional ◽

Model Based Clustering ◽

Probabilistic Pca ◽

Model Based

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Factor Model Based Clustering Approach for Cardinality Constrained Portfolio Selection

IFAC Proceedings Volumes ◽

10.3182/20140824-6-za-1003.00663 ◽

2014 ◽

Vol 47 (3) ◽

pp. 10713-10718

Author(s):

Kening Jiang ◽

Duan Li ◽

Jianjun Gao ◽

Jeffrey Xu YU

Keyword(s):

Portfolio Selection ◽

Factor Model ◽

Model Based Clustering ◽

Model Based ◽

Clustering Approach

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Cluster-weighted $$t$$ t -factor analyzers for robust model-based clustering and dimension reduction

Statistical Methods & Applications ◽

10.1007/s10260-015-0298-7 ◽

2015 ◽

Vol 24 (4) ◽

pp. 623-649 ◽

Cited By ~ 30

Author(s):

Sanjeena Subedi ◽

Antonio Punzo ◽

Salvatore Ingrassia ◽

Paul D. McNicholas

Keyword(s):

Dimension Reduction ◽

Model Based Clustering ◽

Model Based ◽

Robust Model

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Model based clustering approach for identifying structural variation using next generation sequencing data

2011 IEEE 1st International Conference on Computational Advances in Bio and Medical Sciences (ICCABS) ◽

10.1109/iccabs.2011.5729871 ◽

2011 ◽

Author(s):

Yoon Soo Pyon ◽

Matthew Hayes ◽

Jing Li

Keyword(s):

Next Generation Sequencing ◽

Structural Variation ◽

Next Generation Sequencing Data ◽

Next Generation ◽

Sequencing Data ◽

Model Based Clustering ◽

Model Based ◽

Clustering Approach ◽

Generation Sequencing

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Model-based clustering with Hidden Markov Model regression for time series with regime changes

The 2011 International Joint Conference on Neural Networks ◽

10.1109/ijcnn.2011.6033590 ◽

2011 ◽

Cited By ~ 4

Author(s):

Faicel Chamroukhi ◽

Allou Same ◽

Patrice Aknin ◽

Gerard Govaert

Keyword(s):

Time Series ◽

Markov Model ◽

Hidden Markov Model ◽

Hidden Markov ◽

Model Based Clustering ◽

Regime Changes ◽

Model Based

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The Remarkable Simplicity of Very High Dimensional Data: Application of Model-Based Clustering

Journal of Classification ◽

10.1007/s00357-009-9037-9 ◽

2009 ◽

Vol 26 (3) ◽

pp. 249-277 ◽

Cited By ~ 24

Author(s):

Fionn Murtagh

Keyword(s):

High Dimensional Data ◽

High Dimensional ◽

Model Based Clustering ◽

Model Based ◽

Data Application ◽

Very High

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