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

2008 ◽  
Vol 73A (4) ◽  
pp. 321-332 ◽  
Author(s):  
Kenneth Lo ◽  
Ryan Remy Brinkman ◽  
Raphael Gottardo
Keyword(s):  
Flow Cytometry ◽  
Model Based Clustering ◽  
Flow Cytometry Data ◽  
Model Based ◽  
Robust Model

scholarly journals Sequential Dirichlet process mixtures of multivariate skew $t$-distributions for model-based clustering of flow cytometry data

2019 ◽  
Vol 13 (1) ◽  
pp. 638-660 ◽  
Author(s):  
Boris P. Hejblum ◽  
Chariff Alkhassim ◽  
Raphael Gottardo ◽  
François Caron ◽  
Rodolphe Thiébaut
Keyword(s):  
Flow Cytometry ◽  
Dirichlet Process ◽  
Model Based Clustering ◽  
Flow Cytometry Data ◽  
Model Based ◽  
Dirichlet Process Mixtures

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

2015 ◽  
Vol 24 (4) ◽  
pp. 623-649 ◽  
Author(s):  
Sanjeena Subedi ◽  
Antonio Punzo ◽  
Salvatore Ingrassia ◽  
Paul D. McNicholas
Keyword(s):  
Dimension Reduction ◽  
Model Based Clustering ◽  
Model Based ◽  
Robust Model

scholarly journals Exploring the number of groups in robust model-based clustering

2010 ◽  
Vol 21 (4) ◽  
pp. 585-599 ◽  
Author(s):  
L. A. García-Escudero ◽  
A. Gordaliza ◽  
C. Matrán ◽  
A. Mayo-Iscar
Keyword(s):  
Model Based Clustering ◽  
Model Based ◽  
Robust Model

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

2013 ◽  
Vol 32 (8) ◽  
pp. 673-684 ◽  
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

Robust model-based clustering with mild and gross outliers

Test ◽  
2019 ◽  
Vol 29 (4) ◽  
pp. 989-1007 ◽  
Author(s):  
Alessio Farcomeni ◽  
Antonio Punzo
Keyword(s):  
Model Based Clustering ◽  
Model Based ◽  
Robust Model

Model-Based Clustering and Classification for Data Science

2019 ◽  
Author(s):  
Charles Bouveyron ◽  
Gilles Celeux ◽  
T. Brendan Murphy ◽  
Adrian E. Raftery
Keyword(s):  
Data Science ◽  
Model Based Clustering ◽  
Model Based ◽  
Clustering And Classification
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