57 search results - page 3 / 12 » Integrating Background Knowledge Into Text Classification |
JAIR
2006
13 years 4 months ago
2006
We present a novel framework for integrating prior knowledge into discriminative classifiers. Our framework allows discriminative classifiers such as Support Vector Machines (SVMs...
ECAI
2000
Springer
13 years 9 months ago
2000
Springer
This paper describes an advanced system for multilingual text classification adaptable to different user needs. The system has been initially developed as an applied research proje...
SIGIR
2008
ACM
13 years 4 months ago
2008
ACM
In many Web applications, such as blog classification and newsgroup classification, labeled data are in short supply. It often happens that obtaining labeled data in a new domain ...
BMCBI
2008
13 years 4 months ago
2008
Background: Functional annotation of proteins remains a challenging task. Currently the scientific literature serves as the main source for yet uncurated functional annotations, b...
ERCIMDL
2006
Springer
13 years 8 months ago
2006
Springer
A machine-learning and a string-matching approach to automated subject classification of text were compared, as to their performance, advantages and downsides. The former approach ...