5 search results - page 1 / 1 » Text Categorization Using Weight Adjusted k-Nearest Neighbor... |
PAKDD
2001
ACM
13 years 9 months ago
2001
ACM
CBMS
2007
IEEE
13 years 11 months ago
2007
IEEE
In this paper, we propose a new classification method that addresses classification in multiple categories of textual documents. We call it Matrix Regression (MR) due to its resem...
IJCNLP
2004
Springer
13 years 10 months ago
2004
Springer
Abstract. This paper proposes the use of Latent Semantic Indexing (LSI) techniques, decomposed with semi-discrete matrix decomposition (SDD) method, for text categorization. The SD...
ICMLC
2010
Springer
13 years 3 months ago
2010
Springer
: Patent classification is a large scale hierarchical text classification (LSHTC) task. Though comprehensive comparisons, either learning algorithms or feature selection strategies...
SIGIR
2005
ACM
13 years 10 months ago
2005
ACM
This paper describes an application of IR and text categorization methods to a highly practical problem in biomedicine, specifically, Gene Ontology (GO) annotation. GO annotation...