226 search results - page 5 / 46 » Mining Prediction Rules from Minority Classes |
ICDM
2007
IEEE
14 years 1 months ago
2007
IEEE
Classification Association Rule Mining (CARM) is a recent Classification Rule Mining (CRM) approach that builds an Association Rule Mining (ARM) based classifier using Classificat...
DEXA
2008
Springer
13 years 9 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...
ROCAI
2004
Springer
14 years 27 days ago
2004
Springer
We introduce a model class for statistical learning which is based on mixtures of propositional rules. In our mixture model, the weight of a rule is not uniform over the entire ins...
MLDM
2007
Springer
14 years 1 months ago
2007
Springer
A Classification Association Rule (CAR), a common type of mined knowledge in Data Mining, describes an implicative co-occurring relationship between a set of binary-valued data-att...
INCDM
2009
Springer
14 years 2 months ago
2009
Springer
In this paper, data mining is used to analyze the differentiation of mammalian Mesenchymal Stem Cells (MSCs). A database comprising the key parameters which, we believe, influence ...