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ICML
1998
IEEE
14 years 9 months ago
A Fast, Bottom-Up Decision Tree Pruning Algorithm with Near-Optimal Generalization
In this work, we present a new bottom-up algorithmfor decision tree pruning that is very e cient requiring only a single pass through the given tree, and prove a strong performanc...
Michael J. Kearns, Yishay Mansour
EUROCOLT
1999
Springer
14 years 1 months ago
Regularized Principal Manifolds
Many settings of unsupervised learning can be viewed as quantization problems — the minimization of the expected quantization error subject to some restrictions. This allows the ...
Alex J. Smola, Robert C. Williamson, Sebastian Mik...
CORR
2007
Springer
96views Education» more  CORR 2007»
13 years 9 months ago
Exact Cover with light
We suggest a new, unconventional, way for solving the YES/NO version of the Exact Cover problem by using the massive parallelism of light. The idea is to build a device which can ...
Mihai Oltean, Oana Muntean
LPAR
2005
Springer
14 years 2 months ago
Model Checking Abstract State Machines with Answer Set Programming
ECKING ABSTRACT STATE MACHINES WITH ANSWER SET PROGRAMMING by Calvin Kai Fan Tang B.Sc., Simon Fraser University, 2003 a thesis submitted in partial fulfillment of the requirements...
Calvin Kai Fan Tang, Eugenia Ternovska
IJON
2008
173views more  IJON 2008»
13 years 9 months ago
Support vector machine classification for large data sets via minimum enclosing ball clustering
Support vector machine (SVM) is a powerful technique for data classification. Despite of its good theoretic foundations and high classification accuracy, normal SVM is not suitabl...
Jair Cervantes, Xiaoou Li, Wen Yu, Kang Li