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» Classifier Selection Based on Data Complexity Measures
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ICDE
2000
IEEE
130views Database» more  ICDE 2000»
15 years 11 months ago
CMP: A Fast Decision Tree Classifier Using Multivariate Predictions
Most decision tree classifiers are designed to keep class histograms for single attributes, and to select a particular attribute for the next split using said histograms. In this ...
Haixun Wang, Carlo Zaniolo
BIBM
2009
IEEE
192views Bioinformatics» more  BIBM 2009»
15 years 4 months ago
A Multi-task Feature Selection Filter for Microarray Classification
A major challenge in microarray classification and biomarker discovery is dealing with small-sample high-dimensional data where the number of genes used as features is typically o...
Liang Lan, Slobodan Vucetic
ECOOP
2006
Springer
15 years 1 months ago
Modeling Runtime Behavior in Framework-Based Applications
Abstract. Our research group has analyzed many industrial, frameworkbased applications. In these applications, simple functionality often requires excessive runtime activity. It is...
Nick Mitchell, Gary Sevitsky, Harini Srinivasan
DMDW
2000
161views Management» more  DMDW 2000»
14 years 11 months ago
View materialization for nested GPSJ queries
View materialization is a central issue in logical design of data warehouses since it is one of the most powerful techniques to improve the response to the workload. Most approach...
Matteo Golfarelli, Stefano Rizzi
GRAPHITE
2004
ACM
15 years 3 months ago
Understanding next-generation VR: classifying commodity clusters for immersive virtual reality
Commodity clusters offer the ability to deliver higher performance computer graphics at lower prices than traditional graphics supercomputers. Immersive virtual reality systems de...
Alexander Streit, Ruth Christie, Andy Boud