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» Clustering Categorical Data
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SIGIR
2010
ACM
13 years 11 months ago
Prototype hierarchy based clustering for the categorization and navigation of web collections
This paper presents a novel prototype hierarchy based clustering (PHC) framework for the organization of web collections. It solves simultaneously the problem of categorizing web ...
Zhaoyan Ming, Kai Wang, Tat-Seng Chua
KAIS
2006
77views more  KAIS 2006»
13 years 7 months ago
Finding centric local outliers in categorical/numerical spaces
Outlier detection techniques are widely used in many applications such as credit card fraud detection, monitoring criminal activities in electronic commerce, etc. These application...
Jeffrey Xu Yu, Weining Qian, Hongjun Lu, Aoying Zh...
ICPR
2002
IEEE
14 years 8 months ago
Unsupervised Robust Clustering for Image Database Categorization
Content-based image retrieval can be dramatically improved by providing a good initial database overview to the user. To address this issue, we present in this paper the Adaptive ...
Bertrand Le Saux, Nozha Boujemaa
SIGIR
2008
ACM
13 years 7 months ago
Report on the XML mining track at INEX 2007 categorization and clustering of XML documents
This report concerns the last edition of the XML Mining Track at INEX 2007. A preceding report has been already published concerning the two preceding editions of the track. We pr...
Ludovic Denoyer, Patrick Gallinari
PR
2010
83views more  PR 2010»
13 years 6 months ago
Fixed partitioning and salient points with MPEG-7 cluster correlograms for image categorization
Azizi Abdullah, Remco C. Veltkamp, Marco A. Wierin...