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FLAIRS
2003
15 years 7 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»
15 years 6 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»
15 years 6 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»
15 years 6 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»
15 years 6 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