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» A Multi-level Approach for Document Clustering
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ICDM
2003
IEEE
130views Data Mining» more  ICDM 2003»
14 years 2 months ago
Information Theoretic Clustering of Sparse Co-Occurrence Data
A novel approach to clustering co-occurrence data poses it as an optimization problem in information theory which minimizes the resulting loss in mutual information. A divisive cl...
Inderjit S. Dhillon, Yuqiang Guan
WAIM
2001
Springer
14 years 1 months ago
Link Based Clustering of Web Search Results
Abstract. With information proliferation on the Web, how to obtain highquality information from the Web has been one of hot research topics in many fields like Database, IR as well...
Yitong Wang, Masaru Kitsuregawa
WWW
2008
ACM
14 years 9 months ago
As we may perceive: finding the boundaries of compound documents on the web
This paper considers the problem of identifying on the Web compound documents (cDocs) ? groups of web pages that in aggregate constitute semantically coherent information entities...
Pavel Dmitriev
DEXA
2008
Springer
143views Database» more  DEXA 2008»
13 years 10 months ago
XML Filtering Using Dynamic Hierarchical Clustering of User Profiles
Information filtering systems constitute a critical component in modern information seeking applications. As the number of users grows and the information available becomes even bi...
Panagiotis Antonellis, Christos Makris
KBSE
2009
IEEE
14 years 3 months ago
Adding Examples into Java Documents
—Code examples play an important role to explain the usage of Application Programming Interfaces (APIs), but most API documents do not provide sufficient code examples. For exam...
Jinhan Kim, Sanghoon Lee, Seung-won Hwang, Sunghun...