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FLAIRS
2003
15 years 1 months ago
Algorithms for Large Scale Markov Blanket Discovery
This paper presents a number of new algorithms for discovering the Markov Blanket of a target variable T from training data. The Markov Blanket can be used for variable selection ...
Ioannis Tsamardinos, Constantin F. Aliferis, Alexa...
ECEASST
2008
87views more  ECEASST 2008»
14 years 12 months ago
The GP Programming System
Abstract: We describe the programming system for the graph-transformation lan, focusing on the implementation of its compiler and abstract machine. We also compare the system'...
Greg Manning, Detlef Plump
JMLR
2006
107views more  JMLR 2006»
14 years 11 months ago
Bounds for the Loss in Probability of Correct Classification Under Model Based Approximation
In many pattern recognition/classification problem the true class conditional model and class probabilities are approximated for reasons of reducing complexity and/or of statistic...
Magnus Ekdahl, Timo Koski
IJAR
2007
69views more  IJAR 2007»
14 years 11 months ago
Decision making under uncertainty using imprecise probabilities
Various ways for decision making with imprecise probabilities—admissibility, maximal expected utility, maximality, E-admissibility, Γ-maximax, Γ-maximin, all of which are well...
Matthias C. M. Troffaes
IJIG
2002
120views more  IJIG 2002»
14 years 11 months ago
Performance Measures for Assessing Contour Trackers
In this paper we present techniques to compare the quality of tracking performances of B-spline based contour trackers. Three trackers reported to give good tracking performance h...
Prithiraj Tissainayagam, David Suter