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127
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CSMR
2006
IEEE
15 years 9 months ago
Using Version Information in Architectural Clustering - A Case Study
This paper describes a case study that uses clustering to group classes of an existing objectoriented system of significant size into subsystems. The clustering process is based o...
Andreas Wierda, Eric Dortmans, Lou J. Somers
120
Voted
ICML
2010
IEEE
15 years 3 months ago
Nonparametric Information Theoretic Clustering Algorithm
In this paper we propose a novel clustering algorithm based on maximizing the mutual information between data points and clusters. Unlike previous methods, we neither assume the d...
Lev Faivishevsky, Jacob Goldberger
141
Voted
WOB
2007
116views Bioinformatics» more  WOB 2007»
15 years 4 months ago
Validating Gene Clusterings by Selecting Informative Gene Ontology Terms with Mutual Information
Abstract. We propose a method for global validation of gene clusterings. The method selects a set of informative and non-redundant GO terms through an exploration of the Gene Ontol...
Ivan G. Costa, Marcílio Carlos Pereira de S...
127
Voted
FSS
2002
99views more  FSS 2002»
15 years 3 months ago
Extreme physical information and objective function in fuzzy clustering
Fuzzy clustering algorithms have been widely studied and applied in a variety of areas. They become the major techniques7 in cluster analysis. In this paper, we focus on objective...
Michel Ménard, Michel Eboueya
ASIACRYPT
1991
Springer
15 years 7 months ago
Revealing Information with Partial Period Correlations (Extended Abstract)
g Information with Partial Period Correlations (extendedabstract) Andrew Klapper Mark Goresky Northeastern University, College of Computer Science, Boston, MA 02115, U.S.A.
Andrew Klapper, Mark Goresky