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Chow–Liu tree

Known as: Chow-Liu, Chow-Liu tree 
In probability theory and statistics Chow–Liu tree is an efficient method for constructing a second-order product approximation of a joint… 
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Related topics

Related topics

7 relations
Bayesian networkContextual image classificationData compressionInformation theory

Papers overview

Semantic Scholar uses AI to extract papers important to this topic.
2015
2015
Clustering by multivariate mutual information under Chow-Liu tree approximation
This paper considers two mutual-information based approaches for clustering random variables proposed in the literature… 
Review
2012
Review
2012
RETRACTED: Risk control allocation model for pressure vessels and piping project
In 2013 the Editor of Journal of Vibration and Control and SAGE became aware of a peer review ring involving assumed and… 
Review
2012
Review
2012
RETRACTED: A critical review of internal wave dynamics. Part 1 – Remote sensing and in-situ observations
In 2013 the Editor of Journal of Vibration and Control and SAGE became aware of a peer review ring involving assumed and… 
2012
2012
Vague Correlation Coefficient of Interval Vague Sets
Various attempts have been made by researchers on the study of vagueness of data through intuitionistic fuzzy sets and vague sets… 
Review
2011
Review
2011
Two Decades of Research on Comparative Management Accounting – Achievements and Future Directions
Comparative Management Accounting research has explored the applications, transferability and cross-country adaptation of… 
2011
2011
Determination of Plotting Position Formula for the Normal, Log-Normal, Pearson(III), Log-Pearson(III) and Gumble Distributional Hypotheses Using The Probability Plot Correlation Coefficient Test
2 Abstract: The selection of an appropriate plotting plot formula for each statistical distribution is the most important step… 
2006
2006
HIGH-RESOLUTION IMAGE INTERPOLATION USING LAGRANGE-TYPE VARIABLE FRACTIONAL-DELAY FILTER
We have theoretically proved the Liu-Wei’s closedform formula for computing the coefficients of onedimensional (1-D) variable… 
Highly Cited
2004
Highly Cited
2004
Conditional Chow-Liu Tree Structures for Modeling Discrete-Valued Vector Time Series
We consider the problem of modeling discrete-valued vector time series data using extensions of Chow-Liu tree models to capture… 
2002
2002
Constructing a large node Chow-Liu tree based on frequent itemsets
We present a novel approach to construct a kind of tree belief network, in which the "nodes" are subsets of variables of dataset… 
2002
2002
The pricing of foreign exchange risk around the Asian financial crisis: evidence from Taiwan's stock market
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