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» A Technique for Invariant Generation
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CVPR
2006
IEEE
16 years 9 months ago
Principled Hybrids of Generative and Discriminative Models
When labelled training data is plentiful, discriminative techniques are widely used since they give excellent generalization performance. However, for large-scale applications suc...
Julia A. Lasserre, Christopher M. Bishop, Thomas P...
ISSTA
2006
ACM
16 years 1 months ago
Application of automated environment generation to commercial software
Model checking can be an effective technique for detecting concurrency-related errors in software systems. However, due to scalability issues, to handle industrial-strength softw...
Oksana Tkachuk, Sreeranga P. Rajan
ICDIM
2010
IEEE
15 years 5 months ago
Data mining and automatic OLAP schema generation
Data mining aims at extraction of previously unidentified information from large databases. It can be viewed as an automated application of algorithms to discover hidden patterns a...
Muhammad Usman, Sohail Asghar, Simon Fong
KBSE
2010
IEEE
15 years 5 months ago
Test generation to expose changes in evolving programs
Software constantly undergoes changes throughout its life cycle, and thereby it evolves. As changes are introduced into a code base, we need to make sure that the effect of the ch...
Dawei Qi, Abhik Roychoudhury, Zhenkai Liang
ICSE
2009
IEEE-ACM
16 years 8 months ago
Equality and hashing for (almost) free: Generating implementations from abstraction functions
ng Implementations from Abstraction Functions Derek Rayside, Zev Benjamin, Rishabh Singh, Joseph P. Near, Aleksandar Milicevic and Daniel Jackson Computer Science and Artificial In...
Derek Rayside, Zev Benjamin, Rishabh Singh, Joseph...