413 search results - page 16 / 83 » A Comparative Study on Feature Selection in Text Categorizat... |
MEDINFO
2007
15 years 1 months ago
2007
PROBLEM: Automatic keyword assignment has been largely studied in medical informatics in the context of the MEDLINE database, both for helping search in MEDLINE and in order to pr...
107
click to vote
KDD
2002
ACM
16 years 6 days ago
2002
ACM
Instance selection and feature selection are two orthogonal methods for reducing the amount and complexity of data. Feature selection aims at the reduction of redundant features i...
EWCBR
2006
Springer
15 years 3 months ago
2006
Springer
Feature selection for unsupervised tasks is particularly challenging, especially when dealing with text data. The increase in online documents and email communication creates a nee...
101
click to vote
ADVIS
2004
Springer
15 years 5 months ago
2004
Springer
An important issue in text mining is how to make use of multiple pieces knowledge discovered to improve future decisions. In this paper, we propose a new approach to combining mult...
100
click to vote
ICML
2003
IEEE
16 years 18 days ago
2003
IEEE
Logistic Regression (LR) has been widely used in statistics for many years, and has received extensive study in machine learning community recently due to its close relations to S...