315 search results - page 37 / 63 » Using Text Classifiers for Numerical Classification |
147
Voted
TIP
2002
15 years 1 months ago
2002
An unsupervised classification algorithm is derived by modeling observed data as a mixture of several mutually exclusive classes that are each described by linear combinations of i...
141
click to vote
BMCBI
2011
14 years 5 months ago
2011
Background: The identification of drug characteristics is a clinically important task, but it requires much expert knowledge and consumes substantial resources. We have developed ...
119
click to vote
CASCON
2008
15 years 3 months ago
2008
Bug tracking systems are valuable assets for managing maintenance activities. They are widely used in open-source projects as well as in the software industry. They collect many d...
110
Voted
SIGIR
2002
ACM
15 years 1 months ago
2002
ACM
We present a novel sequential clustering algorithm which is motivated by the Information Bottleneck (IB) method. In contrast to the agglomerative IB algorithm, the new sequential ...
IJCNLP
2004
Springer
15 years 7 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...