5 search results - page 1 / 1 » Text Categorization Using Weight Adjusted k-Nearest Neighbor... |
161
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PAKDD
2001
ACM
15 years 11 months ago
2001
ACM
210
Voted
CBMS
2007
IEEE
16 years 1 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...
160
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IJCNLP
2004
Springer
16 years 19 days 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...
221
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ICMLC
2010
Springer
15 years 5 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...
209
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SIGIR
2005
ACM
16 years 25 days 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...