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CSDA
2008
108views more  CSDA 2008»
13 years 9 months ago
The random Tukey depth
The computation of the Tukey depth, also called halfspace depth, is very demanding, even in low dimensional spaces, because it requires that all possible one-dimensional projectio...
J. A. Cuesta-Albertos, A. Nieto-Reyes
FOCS
2000
IEEE
14 years 2 months ago
The Randomness Recycler: A New Technique for Perfect Sampling
For many probability distributions of interest, it is quite difficult to obtain samples efficiently. Often, Markov chains are employed to obtain approximately random samples fro...
James Allen Fill, Mark Huber
METRICS
1997
IEEE
14 years 1 months ago
An Empirical Analysis of Equivalence Partitioning, Boundary Value Analysis and Random Testing
An experiment comparing the effectiveness of equivalence partitioning (EP), boundary value analysis (BVA), and random testing was performed, based on an operational avionics syste...
Stuart Reid
AAAI
2004
13 years 11 months ago
On the Optimality of Probability Estimation by Random Decision Trees
Random decision tree is an ensemble of decision trees. The feature at any node of a tree in the ensemble is chosen randomly from remaining features. A chosen discrete feature on a...
Wei Fan
TSP
2008
166views more  TSP 2008»
13 years 9 months ago
A Unifying Discussion of Correlation Analysis for Complex Random Vectors
The assessment of multivariate association between two complex random vectors is considered. A number of correlation coefficients based on three popular correlation analysis techni...
Peter J. Schreier