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CAV
2005
Springer
173views Hardware» more  CAV 2005»
14 years 2 months ago
Building Your Own Software Model Checker Using the Bogor Extensible Model Checking Framework
Model checking has proven to be an effective technology for verification and debugging in hardware and more recently in software domains. We believe that recent trends in both th...
Matthew B. Dwyer, John Hatcliff, Matthew Hoosier, ...
UAI
2008
13 years 10 months ago
Topic Models Conditioned on Arbitrary Features with Dirichlet-multinomial Regression
Although fully generative models have been successfully used to model the contents of text documents, they are often awkward to apply to combinations of text data and document met...
David M. Mimno, Andrew McCallum
ESANN
2008
13 years 10 months ago
Approximation of Gaussian process regression models after training
The evaluation of a standard Gaussian process regression model takes time linear in the number of training data points. In this paper, the models are approximated in the feature sp...
Thorsten Suttorp, Christian Igel
PRL
2010
149views more  PRL 2010»
13 years 3 months ago
Adaptive linear models for regression: Improving prediction when population has changed
The general setting of regression analysis is to identify a relationship between a response variable Y and one or several explanatory variables X by using a learning sample. In a ...
Charles Bouveyron, Julien Jacques
ECBS
2010
IEEE
230views Hardware» more  ECBS 2010»
14 years 4 days ago
A Model-Based Regression Testing Approach for Evolving Software Systems with Flexible Tool Support
Model-based selective regression testing promises reduction in cost and labour by selecting a subset of the test suite corresponding to the modifications after system evolution. H...
Qurat-ul-ann Farooq, Muhammad Zohaib Z. Iqbal, Zaf...