218 search results - page 1 / 44 » Hierarchical Text Categorization Using Neural Networks |
117
Voted
IR
2002
15 years 11 days ago
2002
This paper presents the design and evaluation of a text categorization method based on the Hierarchical Mixture of Experts model. This model uses a divide and conquer principle to ...
146
Voted
SBRN
2008
IEEE
15 years 7 months ago
2008
IEEE
In automated multi-label text categorization, an automatic categorization system should output a category set, whose size is unknown a priori, for each document under analysis. Ma...
117
Voted
IJCNN
2000
IEEE
15 years 5 months ago
2000
IEEE
We propose to solve a text categorization task using a new metric between documents, based on a priori semantic knowledge about words. This metric can be incorporated into the def...
101
Voted
IJCNN
2007
IEEE
15 years 7 months ago
2007
IEEE
— In vector space model (VSM), textual documents are represented as vectors in the term space. Therefore, there are two issues in this representation, i.e. (1) what should a term...