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» A Machine Learning Approach for Statistical Software Testing
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ICALT
2007
IEEE
14 years 1 months ago
Training of Speechreading for Severely Hearing-Impaired Persons by Human and Computer
This paper describes evaluation results for a software programme that is intended to be used as a training-aid for lipreading in German. Tests were carried out in schools for hear...
Hans-Heinrich Bothe
CGO
2009
IEEE
14 years 2 months ago
Automatic Feature Generation for Machine Learning Based Optimizing Compilation
Recent work has shown that machine learning can automate and in some cases outperform hand crafted compiler optimizations. Central to such an approach is that machine learning tec...
Hugh Leather, Edwin V. Bonilla, Michael O'Boyle
ICML
2007
IEEE
14 years 8 months ago
Statistical predicate invention
We propose statistical predicate invention as a key problem for statistical relational learning. SPI is the problem of discovering new concepts, properties and relations in struct...
Stanley Kok, Pedro Domingos
ICDE
2012
IEEE
267views Database» more  ICDE 2012»
11 years 9 months ago
Scalable and Numerically Stable Descriptive Statistics in SystemML
—With the exponential growth in the amount of data that is being generated in recent years, there is a pressing need for applying machine learning algorithms to large data sets. ...
Yuanyuan Tian, Shirish Tatikonda, Berthold Reinwal...
GI
2009
Springer
13 years 5 months ago
Specification based testing of automotive human machine interfaces
Abstract: Model based testing promises systematic test coverage in a continuous testing process. However, in practice, model based testing struggles with informal specifications, d...
Holger Grandy, Sebastian Benz