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» SIHC: A Stable Incremental Hierarchical Clustering Algorithm
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ICEIS
2009
IEEE
14 years 6 days ago
SIHC: A Stable Incremental Hierarchical Clustering Algorithm
Ibai Gurrutxaga, Olatz Arbelaitz, José Igna...
CIKM
2006
Springer
13 years 9 months ago
Incremental hierarchical clustering of text documents
Incremental hierarchical text document clustering algorithms are important in organizing documents generated from streaming on-line sources, such as, Newswire and Blogs. However, ...
Nachiketa Sahoo, Jamie Callan, Ramayya Krishnan, G...
ITNG
2010
IEEE
13 years 10 months ago
A Fast and Stable Incremental Clustering Algorithm
— Clustering is a pivotal building block in many data mining applications and in machine learning in general. Most clustering algorithms in the literature pertain to off-line (or...
Steven Young, Itamar Arel, Thomas P. Karnowski, De...
SEKE
2010
Springer
13 years 4 months ago
Incremental Construction of Topic Hierarchies using Hierarchical Term Clustering
Topic hierarchies are very useful for managing, searching and browsing large repositories of text documents. The hierarchical clustering methods are used to support the constructi...
Ricardo M. Marcacini, Solange O. Rezende
BMCBI
2004
158views more  BMCBI 2004»
13 years 5 months ago
Incremental genetic K-means algorithm and its application in gene expression data analysis
Background: In recent years, clustering algorithms have been effectively applied in molecular biology for gene expression data analysis. With the help of clustering algorithms suc...
Yi Lu, Shiyong Lu, Farshad Fotouhi, Youping Deng, ...