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147
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NIPS
2000
15 years 8 months ago
A PAC-Bayesian Margin Bound for Linear Classifiers: Why SVMs work
We investigate how the normalization of vectors influences the result of SVMs. 1 Normalization For the theoretical background, please refer to [1]. 2 Experiments We empirically co...
Ralf Herbrich, Thore Graepel
196
Voted
WSC
1998
15 years 8 months ago
Average Performance of Quasi Monte Carlo Methods for Global Optimization
In this paper we compare the average performance of one class of low-discrepancy quasi-Monte Carlo sequences for global optimization. Weiner measure is assumed as the probability ...
Hisham A. Al-Mharmah
201
Voted
DEDUCTIVE
1996
105views Database» more  DEDUCTIVE 1996»
15 years 8 months ago
Stable Semantics of Temporal Deductive Databases
We de ne a preferential semantics based on stable generated models for a very general class of temporal deductive databases. We allow two kinds of temporal information to be repre...
Heinrich Herre, Gerd Wagner
WICSA
2007
15 years 8 months ago
A Comparison of Static Architecture Compliance Checking Approaches
The software architecture is one of the most important artifacts created in the lifecycle of a software system. It enables, facilitates, hampers, or interferes directly the achiev...
Jens Knodel, Daniel Popescu
148
Voted
DLOG
2009
15 years 8 months ago
Which Kind of Module Should I Extract?
Abstract There are various techniques for specifying a module of an ontology that covers all knowledge about a given set of terms. These differ with respect to the size of the modu...
Ulrike Sattler, Thomas Schneider 0002, Michael Zak...