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IPPS
1999
IEEE
15 years 4 months ago
A Transformational Framework for Skeletal Programs: Overview and Case Study
A structured approach to parallel programming allows to construct applications by composing skeletons, i.e., recurring patterns of task- and data-parallelism. First academic and co...
Sergei Gorlatch, Susanna Pelagatti
ICECCS
1998
IEEE
110views Hardware» more  ICECCS 1998»
15 years 4 months ago
Risk Assessment and Integrity in System Design
All systems, regardless of how carefully they have been constructed, suffer failures. This paper focuses on developing a formal understanding of failure with respect to system imp...
Raymond Berg, Victor L. Winter
PKDD
1999
Springer
272views Data Mining» more  PKDD 1999»
15 years 4 months ago
Handling Missing Data in Trees: Surrogate Splits or Statistical Imputation
Abstract. In many applications of data mining a - sometimes considerable - part of the data values is missing. This may occur because the data values were simply never entered into...
A. J. Feelders
ECML
1997
Springer
15 years 4 months ago
Global Data Analysis and the Fragmentation Problem in Decision Tree Induction
We investigate an inherent limitation of top-down decision tree induction in which the continuous partitioning of the instance space progressively lessens the statistical support o...
Ricardo Vilalta, Gunnar Blix, Larry A. Rendell
GIS
1992
ACM
15 years 3 months ago
Machine Induction of Geospatial Knowledge
Machine learning techniques such as tree induction have become accepted tools for developing generalisations of large data sets, typically for use with production rule systems in p...
Peter A. Whigham, Robert I. McKay, J. R. Davis