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KDD
2008
ACM
128views Data Mining» more  KDD 2008»
16 years 4 months ago
Scaling up text classification for large file systems
: We combine the speed and scalability of information retrieval with the generally superior classification accuracy offered by machine learning, yielding a two-phase text classifie...
George Forman, Shyamsundar Rajaram
ADVIS
2004
Springer
15 years 10 months ago
Multiple Sets of Rules for Text Categorization
An important issue in text mining is how to make use of multiple pieces knowledge discovered to improve future decisions. In this paper, we propose a new approach to combining mult...
Yaxin Bi, Terry J. Anderson, Sally I. McClean
LREC
2010
150views Education» more  LREC 2010»
15 years 5 months ago
Wikipedia-based Approach for Linking Ontology Concepts to their Realisations in Text
A novel method to automatically associate ontological concepts to their realisations in texts is presented. The method has been developed in the context of the Papyrus project to ...
Giulio Paci, Giorgio Pedrazzi, Roberta Turra
LREC
2010
158views Education» more  LREC 2010»
15 years 5 months ago
Human Judgements on Causation in French Texts
The annotation of causal relations in natural language texts can lead to a low inter-annotator agreement. A French corpus annotated with causal relations would be helpful for the ...
Cécile Grivaz
KDD
2008
ACM
183views Data Mining» more  KDD 2008»
16 years 4 months ago
Knowledge transfer via multiple model local structure mapping
The effectiveness of knowledge transfer using classification algorithms depends on the difference between the distribution that generates the training examples and the one from wh...
Jing Gao, Wei Fan, Jing Jiang, Jiawei Han