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» Cluster validation using information stability measures
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HICSS
2008
IEEE
113views Biometrics» more  HICSS 2008»
15 years 4 months ago
Development and Validation of Scales to Measure the Strategic Potential of IT-Enabled Resources: A Resource-Based Approach
This paper describes the development of reliable and valid scales for assessing the strategic potential of IT-enabled resources. Following to the resource-based view of the firm (...
Saggi Nevo, Michael R. Wade
73
Voted
BMCBI
2007
116views more  BMCBI 2007»
14 years 9 months ago
Ranked Adjusted Rand: integrating distance and partition information in a measure of clustering agreement
Background: Biological information is commonly used to cluster or classify entities of interest such as genes, conditions, species or samples. However, different sources of data c...
Francisco R. Pinto, João A. Carriço,...
CIKM
2000
Springer
15 years 2 months ago
A Semi-Supervised Document Clustering Technique for Information Organization
This paper discusses a new type of semi-supervised document clustering that uses partial supervision to partition a large set of documents. Most clustering methods organizes docum...
Han-joon Kim, Sang-goo Lee
BMCBI
2006
165views more  BMCBI 2006»
14 years 9 months ago
Validation and functional annotation of expression-based clusters based on gene ontology
Background: The biological interpretation of large-scale gene expression data is one of the paramount challenges in current bioinformatics. In particular, placing the results in t...
Ralf Steuer, Peter Humburg, Joachim Selbig
ICML
2009
IEEE
15 years 10 months ago
Information theoretic measures for clusterings comparison: is a correction for chance necessary?
Information theoretic based measures form a fundamental class of similarity measures for comparing clusterings, beside the class of pair-counting based and set-matching based meas...
Xuan Vinh Nguyen, Julien Epps, James Bailey