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» Approaches for personalised knowledge retrieval
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ICDM
2009
IEEE
162views Data Mining» more  ICDM 2009»
13 years 7 months ago
Towards a Universal Text Classifier: Transfer Learning Using Encyclopedic Knowledge
Document classification is a key task for many text mining applications. However, traditional text classification requires labeled data to construct reliable and accurate classifie...
Pu Wang, Carlotta Domeniconi
ICCS
2005
Springer
14 years 3 months ago
Toward Cooperatively-Built Knowledge Repositories
After noting that informal documents and formal knowledge bases are far from ideal for discussing or retrieving technical knowledge, we propose mechanisms to support the sharing, r...
Philippe Martin, Michael Blumenstein, Peter J. Dee...
FLAIRS
2006
13 years 11 months ago
LARC: Learning to Assign Knowledge Roles to Textual Cases
In this paper, we present a learning framework for the semantic annotation of text documents that can be used as textual cases in case-based reasoning applications. The annotation...
Eni Mustafaraj, Martin Hoof, Bernd Freisleben
ISBI
2002
IEEE
14 years 10 months ago
A monohierarchical multiaxial classification code for medical images in content-based retrieval
Large efforts have been made for general applications of content-based image retrieval (CBIR). Established CBIRsystems globally evaluate color, texture, and also shape for retriev...
Thomas Martin Lehmann, Berthold B. Wein, Daniel Ke...
KDD
2005
ACM
194views Data Mining» more  KDD 2005»
14 years 10 months ago
Web object indexing using domain knowledge
Web object is defined to represent any meaningful object embedded in web pages (e.g. images, music) or pointed to by hyperlinks (e.g. downloadable files). Users usually search for...
Muyuan Wang, Zhiwei Li, Lie Lu, Wei-Ying Ma, Naiya...