46 search results - page 6 / 10 » sdm 2010 |
91
Voted
SDM
2010
SIAM
14 years 11 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...
SDM
2010
SIAM
14 years 11 months ago
2010
SIAM
Rare category analysis is of key importance both in theory and in practice. Previous research work focuses on supervised rare category analysis, such as rare category detection an...
88
Voted
SDM
2010
SIAM
14 years 11 months ago
2010
SIAM
Gene prediction is one of the most challenging tasks in genome analysis, for which many tools have been developed and are still evolving. In this paper, we present a novel gene pr...
SDM
2010
SIAM
14 years 11 months ago
2010
SIAM
We introduce a novel Bayesian framework for hybrid community discovery in graphs. Our framework, HCDF (short for Hybrid Community Discovery Framework), can effectively incorporate...
SDM
2010
SIAM
14 years 11 months ago
2010
SIAM
A highly skewed microdata contains some sensitive attribute values that occur far more frequently than others. Such data violates the "eligibility condition" assumed by ...