1863 search results - page 94 / 373 » A supervised learning approach for imbalanced data sets |
109
click to vote
NAACL
2007
15 years 5 months ago
2007
A new architecture for identifying and interpreting temporal expressions is introduced, in which the large set of complex hand-crafted rules standard in systems for this task is r...
152
click to vote
TKDE
2008
15 years 4 months ago
2008
Abstract-- Feature selection is an important method for improving the efficiency and accuracy of text categorization algorithms by removing redundant and irrelevant terms from the ...
141
click to vote
KDD
1998
ACM
15 years 8 months ago
1998
ACM
This paper develops the concept of usefulness in the context of supervised learning. We argue that usefulness can be used to improve the performance of classification rules (as me...
132
click to vote
KDD
2004
ACM
16 years 4 months ago
2004
ACM
Subspace learning approaches have attracted much attention in academia recently. However, the classical batch algorithms no longer satisfy the applications on streaming data or la...
151
click to vote
ICAI
2004
15 years 5 months ago
2004
-- Combination of multiple clusterings is an important task in the area of unsupervised learning. Inspired by the success of supervised bagging algorithms, we propose a resampling ...