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IDEAL
2000
Springer
15 years 7 months ago
Quantization of Continuous Input Variables for Binary Classification
Quantization of continuous variables is important in data analysis, especially for some model classes such as Bayesian networks and decision trees, which use discrete variables. Of...
Michal Skubacz, Jaakko Hollmén
IDEAL
2000
Springer
15 years 7 months ago
Clustering by Similarity in an Auxiliary Space
Abstract. We present a clustering method for continuous data. It defines local clusters into the (primary) data space but derives its similarity measure from the posterior distribu...
Janne Sinkkonen, Samuel Kaski
IDEAL
2000
Springer
15 years 7 months ago
A Note on Covariances for Categorical Data
Generalization of the covariance concept is discussed for mixed categorical and numerical data. Gini's definition of variance for categorical data gives us a starting point to...
Takashi Okada
PLDI
1998
ACM
15 years 7 months ago
Optimizing Direct-threaded Code by Selective Inlining
Achieving good performance in bytecoded language interpreters is di cult without sacri cing both simplicity and portability. This is due to the complexity of dynamic translation (...
Ian Piumarta, Fabio Riccardi