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ICPR
2000
IEEE
16 years 2 months ago
MFDTs: Mean Field Dynamic Trees
Tree structured belief networks are attractive for image segmentation tasks. However, networks with fixed architectures are not very suitable as they lead to blocky arte
Nicholas J. Adams, Amos J. Storkey, Christopher K....
CEC
2010
IEEE
15 years 3 months ago
Improving GP classification performance by injection of decision trees
This paper presents a novel hybrid method combining genetic programming and decision tree learning. The method starts by estimating a benchmark level of reasonable accuracy, based ...
Rikard König, Ulf Johansson, Tuve Löfstr...
SMI
2005
IEEE
15 years 7 months ago
Subdomain Aware Contour Trees and Contour Evolution in Time-Dependent Scalar Fields
For time-dependent scalar fields, one is often interested in topology changes of contours in time. In this paper, we focus on describing how contours split and merge over a certa...
Andrzej Szymczak
ICML
2010
IEEE
15 years 2 months ago
Learning Tree Conditional Random Fields
Joseph K. Bradley, Carlos Guestrin
ECML
1997
Springer
15 years 6 months ago
Global Data Analysis and the Fragmentation Problem in Decision Tree Induction
We investigate an inherent limitation of top-down decision tree induction in which the continuous partitioning of the instance space progressively lessens the statistical support o...
Ricardo Vilalta, Gunnar Blix, Larry A. Rendell