MLDM
2009
Springer
13 years 9 months ago
2009
Springer
The induction of knowledge from a data set relies in the execution of multiple data mining actions: to apply filters to clean and select the data, to train different algorithms (...
MLDM
2009
Springer
13 years 9 months ago
2009
Springer
The new approach of relevant feature selection in machine learning is proposed for the case of ordered features. Feature selection and regularization of decision rule are combined ...
MLDM
2009
Springer
13 years 11 months ago
2009
Springer
MLDM
2009
Springer
13 years 11 months ago
2009
Springer
This paper describes recognition of emotions of an unkown person during natural walking. As gait data is redundant, high dimensional and variable, effective feature extraction is ...
MLDM
2009
Springer
13 years 11 months ago
2009
Springer
Abstract. We describe an algorithm called TargetCluster for the discretization of continuous targets in subgroup discovery. The algorithm identifies patterns in the target data an...
MLDM
2009
Springer
13 years 11 months ago
2009
Springer
This work presents an image analysis framework driven by emerging evidence and constrained by the semantics expressed in an ontology. Human perception, apart from visual stimulus a...
MLDM
2009
Springer
13 years 11 months ago
2009
Springer
MLDM
2009
Springer
13 years 11 months ago
2009
Springer
In two-class score-based problems the combination of scores from an ensemble of experts is generally used to obtain distributions for positive and negative patterns that exhibit a ...
MLDM
2009
Springer
13 years 11 months ago
2009
Springer
A number of two-class classification methods first discretize each attribute of two given training sets and then construct a propositional DNF formula that evaluates to True for ...
MLDM
2009
Springer
13 years 11 months ago
2009
Springer
Abstract. Regression models are often required for controlling production processes by predicting parameter values. However, the implicit assumption of standard regression techniqu...