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EGC
2009
Springer
13 years 7 months ago
A Bayes Evaluation Criterion for Decision Trees
We present a new evaluation criterion for the induction of decision trees. We exploit a parameter-free Bayesian approach and propose an analytic formula for the evaluation of the p...
Nicolas Voisine, Marc Boullé, Carine Hue
FLAIRS
2009
13 years 7 months ago
Join Tree Propagation Utilizing Both Arc Reversal and Variable Elimination
In this paper, we put forth the first join tree propagation algorithm that selectively applies either arc reversal (AR) or variable elimination (VE) to build the propagated messag...
Cory J. Butz, Ken Konkel, Pawan Lingras
SDM
2012
SIAM
237views Data Mining» more  SDM 2012»
12 years 6 days ago
A Distributed Kernel Summation Framework for General-Dimension Machine Learning
Kernel summations are a ubiquitous key computational bottleneck in many data analysis methods. In this paper, we attempt to marry, for the first time, the best relevant technique...
Dongryeol Lee, Richard W. Vuduc, Alexander G. Gray
ICIP
2006
IEEE
14 years 3 months ago
Multiple Tree Video Multicast Over Wireless Ad Hoc Networks
—In this paper, we propose multiple tree construction schemes and routing protocols for video streaming over wireless ad hoc networks. The basic idea is to split the video into m...
Avideh Zakhor, Wei Wei
EUROPAR
2003
Springer
14 years 3 months ago
Parallelization with Tree Skeletons
Abstract. Trees are useful data structures, but to design efficient parallel programs over trees is known to be more difficult than to do over lists. Although several important tre...
Kiminori Matsuzaki, Zhenjiang Hu, Masato Takeichi