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» Causality based generation of directed test cases
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ICML
2009
IEEE
15 years 10 months ago
Detecting the direction of causal time series
We propose a method that detects the true direction of time series, by fitting an autoregressive moving average model to the data. Whenever the noise is independent of the previou...
Arthur Gretton, Bernhard Schölkopf, Dominik J...
AIL
2007
104views more  AIL 2007»
14 years 10 months ago
Commonsense Causal Explanation in a Legal Domain
In this paper, we present an approach to commonsense causal explanation of stories that can be used for automatically determining the liable party in legal case descriptions. The a...
Rinke Hoekstra, Joost Breuker
JMLR
2010
166views more  JMLR 2010»
14 years 4 months ago
Pairwise Measures of Causal Direction in Linear Non-Gaussian Acyclic Models
We present new measures of the causal direction between two non-gaussian random variables. They are based on the likelihood ratio under the linear non-gaussian acyclic model (LiNG...
Aapo Hyvärinen
APSEC
1998
IEEE
15 years 2 months ago
An Automatic Test Case Generator Derived from State-Based Testing
This paper describes an automated approach to generating test cases for an object-oriented class. The approach is derived from state-based testing methods and refers to a state ma...
Bor-Yuan Tsai, Simon Stobart, Norman Parrington, I...
EMSOFT
2008
Springer
14 years 11 months ago
Randomized directed testing (REDIRECT) for Simulink/Stateflow models
The Simulink/Stateflow (SL/SF) environment from Mathworks is becoming the de facto standard in industry for model based development of embedded control systems. Many commercial to...
Manoranjan Satpathy, Anand Yeolekar, S. Ramesh