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ICML
2006
IEEE
16 years 7 months ago
Pachinko allocation: DAG-structured mixture models of topic correlations
Latent Dirichlet allocation (LDA) and other related topic models are increasingly popular tools for summarization and manifold discovery in discrete data. However, LDA does not ca...
Wei Li, Andrew McCallum
SIGSOFT
2008
ACM
16 years 7 months ago
Experimenting with exception propagation mechanisms in service-oriented architecture
Exception handling is one of the popular means used for improving dependability and supporting recovery in the ServiceOriented Architecture (SOA). This practical experience paper ...
Anatoliy Gorbenko, Alexander Romanovsky, Vyachesla...
SIGSOFT
2007
ACM
16 years 7 months ago
An empirical study on the evolution of design patterns
Design patterns are solutions to recurring design problems, conceived to increase benefits in terms of reuse, code quality and, above all, maintainability and resilience to change...
Lerina Aversano, Gerardo Canfora, Luigi Cerulo, Co...
SIGSOFT
2007
ACM
16 years 7 months ago
The impact of input domain reduction on search-based test data generation
There has recently been a great deal of interest in search? based test data generation, with many local and global search algorithms being proposed. However, to date, there has be...
Mark Harman, Youssef Hassoun, Kiran Lakhotia, Phil...
SIGSOFT
2005
ACM
16 years 7 months ago
Arithmetic program paths
We present Arithmetic Program Paths, a novel, efficient way to compress program control-flow traces that reduces program bit traces to less than a fifth of their original size whi...
Manos Renieris, Shashank Ramaprasad, Steven P. Rei...