4773 search results - page 462 / 955 » Learning from Uncertain Data |
194
click to vote
TNN
2010
15 years 1 months ago
2010
In recent years, learning from imbalanced data has attracted growing attention from both academia and industry due to the explosive growth of applications that use and produce imba...
214
click to vote
CVPR
2004
IEEE
16 years 9 months ago
2004
IEEE
Classifying high-dimensional numerical data is a very challenging problem. In high dimensional feature spaces, the performance of supervised learning methods suffer from the curse...
191
click to vote
ISORC
2000
IEEE
15 years 11 months ago
2000
IEEE
This paper documents progress to date on a research project, the goal of which is wartime event prediction. The paper describes the operational concept, the datamining environment...
177
click to vote
DEXA
2008
Springer
15 years 8 months ago
2008
Springer
The usage of descriptive data mining methods for predictive purposes is a recent trend in data mining research. It is well motivated by the understandability of learned models, the...
190
click to vote
SDM
2010
SIAM
15 years 8 months ago
2010
SIAM
We propose a new decision tree algorithm, Class Confidence Proportion Decision Tree (CCPDT), which is robust and insensitive to class distribution and generates rules which are st...