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SIGMOD
2007
ACM
170views Database» more  SIGMOD 2007»
16 years 7 months ago
Cardinality estimation using sample views with quality assurance
Accurate cardinality estimation is critically important to high-quality query optimization. It is well known that conventional cardinality estimation based on histograms or simila...
Per-Åke Larson, Wolfgang Lehner, Jingren Zho...
DIS
2001
Springer
15 years 11 months ago
Functional Trees
In the context of classification problems, algorithms that generate multivariate trees are able to explore multiple representation languages by using decision tests based on a com...
Joao Gama
CORR
2010
Springer
128views Education» more  CORR 2010»
15 years 7 months ago
Sublinear Optimization for Machine Learning
Abstract--We give sublinear-time approximation algorithms for some optimization problems arising in machine learning, such as training linear classifiers and finding minimum enclos...
Kenneth L. Clarkson, Elad Hazan, David P. Woodruff
APSEC
1999
IEEE
15 years 11 months ago
Sequence Operators: Specifying Behavioral Interfaces of Smalltalk Blocks
The ability to treat code as data within a programming language is a powerful feature. Smalltalk introduces an object called a block that represents code as data. We propose a for...
Yoonsik Cheon, Heung-Nam Kim
KBSE
1997
IEEE
15 years 10 months ago
Exploiting Domain-Specific Knowledge to Refine Simulation Specifications
This paper discusses our approach to the problem of refining high-level simulation specifications. Our domain is simulated combat training for tank platoon members. Our input is a...
David Pautler, Steven Woods, Alex Quilici