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ICDE
2000
IEEE
130views Database» more  ICDE 2000»
16 years 6 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
235
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ICDE
2000
IEEE
101views Database» more  ICDE 2000»
16 years 6 months ago
DB2 Advisor: An Optimizer Smart Enough to Recommend Its Own Indexes
This paper introduces the concept of letting an RDBMS Optimizer optimize its own environment. In our project, we have used the DB2 Optimizer to tackle the index selection problem,...
Gary Valentin, Michael Zuliani, Daniel C. Zilio, G...
ICDE
2000
IEEE
103views Database» more  ICDE 2000»
16 years 6 months ago
Distance Exponent: A New Concept for Selectivity Estimation in Metric Trees
Caetano Traina Jr., Agma J. M. Traina, Christos Fa...
ICDE
2000
IEEE
121views Database» more  ICDE 2000»
16 years 6 months ago
Creating a Customized Access Method for Blobworld
We present the design and analysis of a customized access method for the content-based image retrieval system, Blobworld. Using the amdb access method analysis tool, we analyzed t...
Megan Thomas, Chad Carson, Joseph M. Hellerstein
ICDE
2000
IEEE
123views Database» more  ICDE 2000»
16 years 6 months ago
Assisting the Integration of Taxonomic Data: The LITCHI Toolkit
We demonstrate a prototype toolkit that uses constraints and constraint violation repair techniques to enable the automated detection and, where possible, the automated resolution...
Iain Sutherland, John S. Robinson, Sue M. Brandt, ...