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» Using Assumptions to Distribute CTL Model Checking
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120
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ML
2010
ACM
127views Machine Learning» more  ML 2010»
14 years 11 months ago
Stability and model selection in k-means clustering
Abstract Clustering Stability methods are a family of widely used model selection techniques for data clustering. Their unifying theme is that an appropriate model should result in...
Ohad Shamir, Naftali Tishby
ICWS
2009
IEEE
15 years 9 months ago
A Tool for Choreography Analysis Using Collaboration Diagrams
Analyzing interactions among peers that interact via messages is a crucial problem due to increasingly distributed nature of current software systems, especially the ones built us...
Tevfik Bultan, Chris Ferguson, Xiang Fu
115
Voted
SIGSOFT
2009
ACM
15 years 7 months ago
Automatic synthesis of behavior protocols for composable web-services
Web-services are broadly considered as an effective means to achieve interoperability between heterogeneous parties of a business process and offer an open platform for developing...
Antonia Bertolino, Paola Inverardi, Patrizio Pelli...
STOC
1994
ACM
128views Algorithms» more  STOC 1994»
15 years 4 months ago
Weakly learning DNF and characterizing statistical query learning using Fourier analysis
We present new results on the well-studied problem of learning DNF expressions. We prove that an algorithm due to Kushilevitz and Mansour [13] can be used to weakly learn DNF form...
Avrim Blum, Merrick L. Furst, Jeffrey C. Jackson, ...
96
Voted
ACL
2006
15 years 2 months ago
Modelling Lexical Redundancy for Machine Translation
Certain distinctions made in the lexicon of one language may be redundant when translating into another language. We quantify redundancy among source types by the similarity of th...
David Talbot, Miles Osborne