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ICML
2008
IEEE
15 years 10 months ago
Detecting statistical interactions with additive groves of trees
Discovering additive structure is an important step towards understanding a complex multi-dimensional function because it allows the function to be expressed as the sum of lower-d...
Daria Sorokina, Rich Caruana, Mirek Riedewald, Dan...
84
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SDM
2003
SIAM
120views Data Mining» more  SDM 2003»
14 years 11 months ago
Estimation of Topological Dimension
We present two extensions of the algorithm by Broomhead et al [2] which is based on the idea that singular values that scale linearly with the radius of the data ball can be explo...
Douglas R. Hundley, Michael J. Kirby
JUCS
2006
92views more  JUCS 2006»
14 years 9 months ago
Program Slicing by Calculation
: Program slicing is a well known family of techniques used to identify code fragments which depend on or are depended upon specific program entities. They are particularly useful ...
Nuno F. Rodrigues, Luís Soares Barbosa
ISSTA
2006
ACM
15 years 3 months ago
Coverage metrics for requirements-based testing
In black-box testing, one is interested in creating a suite of tests from requirements that adequately exercise the behavior of a software system without regard to the internal st...
Michael W. Whalen, Ajitha Rajan, Mats Per Erik Hei...
76
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DAGSTUHL
2006
14 years 11 months ago
A Framework for Analyzing Composition of Security Aspects
The methodology of aspect-oriented software engineering has been proposed to factor out concerns that are orthogonal to the core functionality of a system. In particular, this is a...
Jorge Fox, Jan Jürjens