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» Finding Groups in Data: Cluster Analysis with Ants
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GFKL
2005
Springer
141views Data Mining» more  GFKL 2005»
15 years 5 months ago
On External Indices for Mixtures: Validating Mixtures of Genes
Mixture models represent results of gene expression cluster analysis in a more natural way than ’hard’ partitions. This is also true for the representation of gene labels, such...
Ivan G. Costa, Alexander Schliep
KDD
1998
ACM
80views Data Mining» more  KDD 1998»
15 years 4 months ago
Human Performance on Clustering Web Pages: A Preliminary Study
With the increase in information on the World Wide Web it has become difficult to quickly find desired information without using multiple queries or using a topic-specific search ...
Sofus A. Macskassy, Arunava Banerjee, Brian D. Dav...
BMCBI
2008
117views more  BMCBI 2008»
14 years 12 months ago
New resampling method for evaluating stability of clusters
Background: Hierarchical clustering is a widely applied tool in the analysis of microarray gene expression data. The assessment of cluster stability is a major challenge in cluste...
Irina Gana Dresen, Tanja Boes, Johannes Hüsin...
ICDM
2008
IEEE
109views Data Mining» more  ICDM 2008»
15 years 6 months ago
Quantitative Association Analysis Using Tree Hierarchies
Association analysis arises in many important applications such as bioinformatics and business intelligence. Given a large collection of measurements over a set of samples, associ...
Feng Pan, Lynda Yang, Leonard McMillan, Fernando P...
APVIS
2006
15 years 1 months ago
How people read sociograms: a questionnaire study
Visualizing social network data into sociograms plays an important role in communicating information about network characteristics. Previous studies have shown that human percepti...
Weidong Huang, Seok-Hee Hong, Peter Eades