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216
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CISIS
2010
IEEE
16 years 15 days ago
2010
IEEE
Abstract—Introspection is the prerequisite of an autonomic behavior, the first step towards a performance improvement and a resource-usage optimization for largescale distribute...
211
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IPPS
2003
IEEE
16 years 13 days ago
2003
IEEE
This paper explores collective personalized communication. For example, in all-to-all personalized communication (AAPC), each processor sends a distinct message to every other pro...
223
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KDD
2001
ACM
15 years 11 months ago
2001
ACM
Advances in image acquisition and storage technology have led to tremendous growth in significantly large and detailed image databases. These images, if analyzed, can reveal usefu...
201
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SDM
2004
SIAM
15 years 8 months ago
2004
SIAM
This paper explores a novel framework for building regression models using association rules. The model consists of an ordered set of IF-THEN rules, where the rule consequent is t...
205
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CORR
2010
Springer
15 years 7 months ago
2010
Springer
Designing and implementing efficient, provably correct parallel machine learning (ML) algorithms is challenging. Existing high-level parallel abstractions like MapReduce are insuf...