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ICML
1994
IEEE
14 years 8 days ago
Efficient Algorithms for Minimizing Cross Validation Error
Model selection is important in many areas of supervised learning. Given a dataset and a set of models for predicting with that dataset, we must choose the model which is expected...
Andrew W. Moore, Mary S. Lee
ICWS
2008
IEEE
13 years 10 months ago
An Efficient Syntactic Web Service Composition Algorithm Based on the Planning Graph Model
In this paper, we have studied a common Web service composition problem, the syntactic matching problem, where the output parameters of a Web service can be used as the input para...
Xianrong Zheng, Yuhong Yan
COMGEO
2010
ACM
13 years 8 months ago
An efficient algorithm for the stratification and triangulation of an algebraic surface
: We present a method to compute the exact topology of a real algebraic surface S, implicitly given by a polynomial f Q[x,y,z] of arbitrary total degree N. Additionally, our analy...
Eric Berberich, Michael Kerber, Michael Sagraloff
CORR
2008
Springer
97views Education» more  CORR 2008»
13 years 8 months ago
Efficient Algorithms and Routing Protocols for Handling Transient Single Node Failures
Single node failures represent more than 85% of all node failures in the today's large communication networks such as the Internet [10]. Also, these node failures are usually...
Amit M. Bhosle, Teofilo F. Gonzalez
JMLR
2006
206views more  JMLR 2006»
13 years 8 months ago
New Algorithms for Efficient High-Dimensional Nonparametric Classification
This paper is about non-approximate acceleration of high-dimensional nonparametric operations such as k nearest neighbor classifiers. We attempt to exploit the fact that even if w...
Ting Liu, Andrew W. Moore, Alexander G. Gray