47 search results - page 5 / 10 » Combining Multiple Classifiers for Text Categorization |
DAS
2006
Springer
15 years 1 months ago
2006
Springer
An efficient adaptive document classification and categorization approach is proposed for personal file creation corresponding to user's specific needs and profile. This kind ...
ICDIM
2009
IEEE
14 years 7 months ago
2009
IEEE
In this paper, we introduce a method for categorizing digital items according to their topic, only relying on the document's metadata, such as author name and title informati...
120
click to vote
BMCBI
2005
14 years 10 months ago
2005
Background: In the context of the BioCreative competition, where training data were very sparse, we investigated two complementary tasks: 1) given a Swiss-Prot triplet, containing...
KDD
2002
ACM
15 years 10 months ago
2002
ACM
Class membership probability estimates are important for many applications of data mining in which classification outputs are combined with other sources of information for decisi...
115
click to vote
SIGIR
2000
ACM
15 years 2 months ago
2000
ACM
This paper explores the use of hierarchical structure for classifying a large, heterogeneous collection of web content. The hierarchical structure is initially used to train diffe...