171 search results - page 2 / 35 » A parallel learning algorithm for text classification |
FSKD
2005
Springer
13 years 11 months ago
2005
Springer
ICML
2005
IEEE
14 years 6 months ago
2005
IEEE
In this paper we generalize the LARS feature selection method to the linear SVM model, derive an efficient algorithm for it, and empirically demonstrate its usefulness as a featur...
ICML
2005
IEEE
14 years 6 months ago
2005
IEEE
The proliferation of text documents on the web as well as within institutions necessitates their convenient organization to enable efficient retrieval of information. Although tex...
EMNLP
2004
13 years 7 months ago
2004
The focus of research in text classification has expanded from simple topic identification to more challenging tasks such as opinion/modality identification. Unfortunately, the la...
PPSN
2004
Springer
13 years 11 months ago
2004
Springer
This paper utilizes Ant-Miner – the first Ant Colony algorithm for discovering classification rules – in the field of web content mining, and shows that it is more effective th...