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» A Note on Difference Sets
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HIS
2008
13 years 10 months ago
Artificial Data Sets Based on Knowledge Generators: Analysis of Learning Algorithms Efficiency
This paper proposes a methodology to generate artificial data sets to evaluate the behavior of machine learning techniques. The methodology relies in the definition of a domain an...
Joaquin Rios-Boutin, Albert Orriols-Puig, Josep Ma...
IPCV
2008
13 years 10 months ago
Hierarchical Minimum Spanning Trees for Lossy Image Set Compression
Minimum spanning tree algorithms have been proposed for the lossy compression of image sets. In these algorithms, a complete graph is constructed from the entire image set and an ...
Anthony Schmieder, Howard Cheng, Barry Gergel, Xia...
CORR
2010
Springer
117views Education» more  CORR 2010»
13 years 9 months ago
Testing and Debugging Techniques for Answer Set Solver Development
This paper develops automated testing and debugging techniques for answer set solver development. We describe a flexible grammar-based black-box ASP fuzz testing tool which is abl...
Robert Brummayer, Matti Järvisalo
JMLR
2006
135views more  JMLR 2006»
13 years 9 months ago
Statistical Comparisons of Classifiers over Multiple Data Sets
While methods for comparing two learning algorithms on a single data set have been scrutinized for quite some time already, the issue of statistical tests for comparisons of more ...
Janez Demsar
IFIPTCS
2010
13 years 7 months ago
Traceable Sets
Abstract. We investigate systematically into the various possible notions of traceable sets and the relations they bear to each other and to other notions such as diagonally noncom...
Rupert Hölzl, Wolfgang Merkle