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» On Issues of Instance Selection
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IJCNN
2007
IEEE
14 years 3 months ago
Random Feature Subset Selection for Analysis of Data with Missing Features
Abstract - We discuss an ensemble-of-classifiers based algorithm for the missing feature problem. The proposed approach is inspired in part by the random subspace method, and in pa...
Joseph DePasquale, Robi Polikar
ANOR
2002
47views more  ANOR 2002»
13 years 8 months ago
Nonparametric Adverse Selection Problems
This article is devoted to adverse selection problems in which individual private information is a whole utility function and cannot be reduced to some finite-dimensional parameter...
Guillaume Carlier
CEC
2005
IEEE
14 years 2 months ago
On the complexity of overcoming gaps with isotropic mutations and elitist selection
We consider the (1+λ) evolution strategy, an evolutionary algorithm for minimization in Rn , using isotropic mutations. Thus, for instance, Gaussian mutations adapted by the 1/5-r...
Jens Jägersküpper
UAI
2007
13 years 9 months ago
A System for Ontologically-Grounded Probabilistic Matching
This paper is part of a project to match descriptions of real-world instances and probabilistic models, both of which can be described at mulvel of abstraction and detail. We use ...
Rita Sharma, David Poole, Clinton Smyth
ECBS
2007
IEEE
135views Hardware» more  ECBS 2007»
14 years 3 months ago
COTS Selection: Past, Present, and Future
Commercial Off-The-Shelf (COTS) products are increasingly being used in software development. In COTS-based development, selecting appropriate COTS is the most crucial phase. This...
Abdallah Mohamed, Günther Ruhe, Armin Eberlei...