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DIS
2001
Springer
15 years 7 months ago
Functional Trees
In the context of classification problems, algorithms that generate multivariate trees are able to explore multiple representation languages by using decision tests based on a com...
Joao Gama
CCGRID
2003
IEEE
15 years 8 months ago
Programming for Dependability in a Service-based Grid
Service-based Grid infrastructures emphasize service composition rather than sharing of low level resources. The idea is to build Grid applications out of computational services p...
Win Bausch, Cesare Pautasso, Gustavo Alonso
SPAA
1997
ACM
15 years 7 months ago
A Localized Algorithm for Parallel Association Mining
Discovery of association rules is an important database mining problem. Mining for association rules involves extracting patterns from large databases and inferring useful rules f...
Mohammed Javeed Zaki, Srinivasan Parthasarathy, We...
JAIR
2006
85views more  JAIR 2006»
15 years 3 months ago
Causes of Ineradicable Spurious Predictions in Qualitative Simulation
It was recently proved that a sound and complete qualitative simulator does not exist, that is, as long as the input-output vocabulary of the state-of-the-art QSIM algorithm is us...
Özgür Yilmaz, A. C. Cem Say
ML
2007
ACM
144views Machine Learning» more  ML 2007»
15 years 2 months ago
Invariant kernel functions for pattern analysis and machine learning
In many learning problems prior knowledge about pattern variations can be formalized and beneficially incorporated into the analysis system. The corresponding notion of invarianc...
Bernard Haasdonk, Hans Burkhardt