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IUI
2010
ACM
15 years 4 months ago
From documents to tasks: deriving user tasks from document usage patterns
A typical knowledge worker is involved in multiple tasks and switches frequently between them every work day. These frequent switches become expensive because each task switch req...
Oliver Brdiczka
ICDAR
2005
IEEE
15 years 3 months ago
MS-TDNN with Global Discriminant Trainings
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Émilie Caillault, Christian Viard-Gaudin, A...
ICML
2008
IEEE
15 years 10 months ago
Semi-supervised learning of compact document representations with deep networks
Finding good representations of text documents is crucial in information retrieval and classification systems. Today the most popular document representation is based on a vector ...
Marc'Aurelio Ranzato, Martin Szummer
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WWW
2007
ACM
15 years 10 months ago
Efficient training on biased minimax probability machine for imbalanced text classification
The Biased Minimax Probability Machine (BMPM) constructs a classifier which deals with the imbalanced learning tasks. In this paper, we propose a Second Order Cone Programming (SO...
Xiang Peng, Irwin King
IJIT
2004
14 years 11 months ago
The Usefulness of Logical Structure in Flexible Document Categorization
This paper presents a new approach for automatic document categorization. Exploiting the logical structure of the document, our approach assigns a HTML document to one or more cate...
Jebari Chaker, Habib Ounelli