Rank: 1473 based on 50 downloads (last 30 days) and 4 files submitted
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Xuan Vinh Nguyen

E-mail
Company/University
Monash University

Personal Profile:

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

Professional Interests:
Data mining, Bioinformatics

 

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Files Posted by Xuan Vinh View all
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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 7 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 12 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 17 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, global optimization, structure learning, dynamic bayesian netw..., mutual information, statistical test 14 0
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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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23 Sep 2011 The Spherical K-means algorithm Clustering on the hypersphere with the Spherical K-means algorithm Author: Xuan Vinh Nguyen Nguyen, Xuan Vinh

nice code Miky. I think it may create empty clusters at times though.
23 Sep 2011 The Spherical K-means algorithm Clustering on the hypersphere with the Spherical K-means algorithm Author: Xuan Vinh Nguyen Chen, Mo

check it out
http://www.mathworks.com/matlabcentral/fileexchange/28902-spherical-k-means
Top Tags Applied by Xuan Vinh
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clustering, data mining, machine learning, mutual information, adjusted mutual information
Files Tagged by Xuan Vinh View all
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Updated   File Tags Downloads
(last 30 days) 		Comments Rating
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 7 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 12 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 17 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, global optimization, structure learning, dynamic bayesian netw..., mutual information, statistical test 14 0

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