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Cluster-weighted modeling
In data mining, cluster-weighted modeling (CWM) is an algorithm-based approach to non-linear prediction of outputs (dependent variables) from inputs…
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Related topics
Related topics
4 relations
Averaged one-dependence estimators
Cluster analysis
Data mining
Mixture model
Papers overview
Semantic Scholar uses AI to extract papers important to this topic.
2013
2013
Cluster-Weighted Modeling with B-splines for longitudinal data
S. Minotti
,
G. Spedicato
2013
Corpus ID: 123544815
2012
2012
Generalized Linear Gaussian Cluster-Weighted Modeling
S. Ingrassia
,
S. Minotti
,
A. Punzo
,
G. Vittadini
2012
Corpus ID: 88519295
Cluster-Weighted Modeling (CWM) is a flexible mixture approach for modeling the joint probability of data coming from a…
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2010
2010
Cluster Weighted Modeling with Student-t components
S. Ingrassia
2010
Corpus ID: 60689411
We consider Cluster-Weighted Modeling in order to model functional dependence between some input and output variables based on…
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2010
2010
BANDWIDTH EXTENSION FOR AUDIO SIGNALS USING CLUSER-WEIGHTED MODELING
Chi-Min Liu
,
Wen-Chieh Lee
,
+4 authors
A. Nishihara
2010
Corpus ID: 6612001
_____________________________________________________________________________________________ 254 12Proceedings of the 12-th…
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2010
2010
The EM algorithm for Cluster-Weighted Modeling
S. Ingrassia
,
S. Minotti
,
Giuseppe Incarbone
2010
Corpus ID: 118383200
2009
2009
A statistical R package for Cluster-Weighted Modeling
Simona Minotti
,
Giorgio A. Spedicato
2009
Corpus ID: 63114193
Cluster-Weighted Modeling (CWM) is a flexible statistical framework for modeling local relationships in heterogeneous populations…
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2009
2009
Some Notes on the Use of Cluster-Weighted Modeling in Effectiveness Studies
S. Minotti
2009
Corpus ID: 125004228
2007
2007
Cluster-Weighted Modeling for Evaluating the Relative Effectiveness of Healthcare Institutions
G. Vittadini
,
S. Minotti
,
M. Sanarico
2007
Corpus ID: 167775639
2001
2001
Cluster-Weighted Modeling: Probabilistic Time Series Prediction, Characterization, and Synthesis
B. Schoner
,
N. Gershenfeld
2001
Corpus ID: 14557099
Cluster-weighted modeling, a mixture density estimator around local models, is presented as a framework for the analysis…
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