Rank: 949 based on 172 downloads (last 30 days) and 5 files submitted
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Xuan Vinh Nguyen

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University of Melbourne

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http://sites.google.com/site/vinhnguyenx


 

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07 Jul 2014 Information Theoretic Feature Selection Implementation for state-of-the-art mutual information based feature selection methods Author: Xuan Vinh Nguyen mutual information, feature selection, mrmr, information theory 65 1
  • 5.0
5.0 | 2 ratings
06 Oct 2011 The Adjusted Mutual Information The Adjusted Mutual Information for clustering comparison Author: Xuan Vinh Nguyen clustering, data mining, machine learning, mutual information, adjusted mutual infor..., correction for chance 20 0
23 Sep 2011 The minCEntropy algorithm for alternative clustering The minCEntropy algorithm for alternative clustering Author: Xuan Vinh Nguyen clustering, alternative clusterin..., data mining, machine learning, entropy, mutual information 22 0
23 Sep 2011 The Spherical K-means algorithm Clustering on the hypersphere with the Spherical K-means algorithm Author: Xuan Vinh Nguyen kmeans, spherical kmeans, clustering, microarray, bioinformatics, machine learning 23 2
04 Aug 2011 GlobalMIT toolbox Learning Globally Optimal Dynamic Bayesian Network with the Mutual Information Test (MIT) Criterion Author: Xuan Vinh Nguyen bayesian network, dynamic bayesian netw..., structure learning, global optimization, mutual information, statistical test 42 0
  • 5.0
5.0 | 1 rating
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15 Nov 2012 "All Pairs Shortest Path" Graph Solver Gives the shortest node-to-node distance along the edges of a graph for all node combinations. Author: Michael Kleder

I think Matlab now provides a similar function:
http://www.mathworks.com.au/help/bioinfo/ref/graphallshortestpaths.html

23 Sep 2011 The Spherical K-means algorithm Clustering on the hypersphere with the Spherical K-means algorithm Author: Xuan Vinh Nguyen

nice code Miky. I think it may create empty clusters at times though.

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25 Sep 2014 GlobalMIT toolbox Learning Globally Optimal Dynamic Bayesian Network with the Mutual Information Test (MIT) Criterion Author: Xuan Vinh Nguyen alexi

23 Aug 2014 Information Theoretic Feature Selection Implementation for state-of-the-art mutual information based feature selection methods Author: Xuan Vinh Nguyen alireza

23 Aug 2014 Information Theoretic Feature Selection Implementation for state-of-the-art mutual information based feature selection methods Author: Xuan Vinh Nguyen alireza

very usefull.thanks

06 Jul 2014 Information Theoretic Feature Selection Implementation for state-of-the-art mutual information based feature selection methods Author: Xuan Vinh Nguyen jeyanthi

23 Sep 2011 The Spherical K-means algorithm Clustering on the hypersphere with the Spherical K-means algorithm Author: Xuan Vinh Nguyen Xuan Vinh Nguyen

nice code Miky. I think it may create empty clusters at times though.

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