2497 search results - page 176 / 500 » A Partial-Repeatability Approach to Data Mining |
ICDM
2005
IEEE
15 years 3 months ago
2005
IEEE
We propose an algorithm to construct classification models with a mixture of kernels from labeled and unlabeled data. The derived classifier is a mixture of models, each based o...
80
Voted
PAKDD
2004
ACM
15 years 3 months ago
2004
ACM
Generic ensemble methods can achieve excellent learning performance, but are not good candidates for active learning because of their different design purposes. We investigate how...
81
Voted
ICDM
2010
IEEE
14 years 8 months ago
2010
IEEE
The prevailing approach to evaluating classifiers in the machine learning community involves comparing the performance of several algorithms over a series of usually unrelated data...
95
Voted
KAIS
2008
14 years 10 months ago
2008
Abstract. Quantitative Association Rule (QAR) mining has been recognized an influential research problem over the last decade due to the popularity of quantitative databases and th...
78
Voted
SDM
2007
SIAM
14 years 11 months ago
2007
SIAM
In recent years, there have been some interesting studies on predictive modeling in data streams. However, most such studies assume relatively balanced and stable data streams but...