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» Online testing with model programs
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ISSTA
2009
ACM
14 years 2 months ago
Precise pointer reasoning for dynamic test generation
Dynamic test generation consists of executing a program while gathering symbolic constraints on inputs from predicates encountered in branch statements, and of using a constraint ...
Bassem Elkarablieh, Patrice Godefroid, Michael Y. ...
KBSE
2007
IEEE
14 years 2 months ago
Synthesis of test purpose directed reactive planning tester for nondeterministic systems
We describe a model-based construction of an online tester for black-box testing of implementation under test (IUT). The external behavior of the IUT is modeled as an output obser...
Jüri Vain, Kullo Raiend, Andres Kull, Juhan P...
FORTE
2008
13 years 9 months ago
An SMT Approach to Bounded Reachability Analysis of Model Programs
Model programs represent transition systems that are used fy expected behavior of systems at a high level of abstraction. The main application area is application-level network pro...
Margus Veanes, Nikolaj Bjørner, Alexander R...
JMLR
2012
11 years 10 months ago
Online Incremental Feature Learning with Denoising Autoencoders
While determining model complexity is an important problem in machine learning, many feature learning algorithms rely on cross-validation to choose an optimal number of features, ...
Guanyu Zhou, Kihyuk Sohn, Honglak Lee
ITNG
2008
IEEE
14 years 2 months ago
Combinatorial Test Case Selection with Markovian Usage Models
A method of using Markov chain techniques for combinatorial test case selection is presented. The method can be used for statistical and coverage testing of many software programs...
Sergiy A. Vilkomir, W. Thomas Swain, Jesse H. Poor...