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» Complexity measures and decision tree complexity: a survey
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MLDM
2009
Springer
15 years 10 months ago
Selection of Subsets of Ordered Features in Machine Learning
The new approach of relevant feature selection in machine learning is proposed for the case of ordered features. Feature selection and regularization of decision rule are combined ...
Oleg Seredin, Andrey Kopylov, Vadim Mottl
GCA
2008
15 years 7 months ago
Anomaly Detection and its Application in Grid
- Size and complexity of grid computing systems increase rapidly. Failures can have adverse effect on application executing on the system. Thus, failure information should be provi...
Thuy Nguyen, Thanh Do, Dung Nguyen, Hiep Nguyen, T...
STOC
2004
ACM
177views Algorithms» more  STOC 2004»
16 years 6 months ago
Lower bounds for linear degeneracy testing
Abstract. In the late nineties, Erickson proved a remarkable lower bound on the decision tree complexity of one of the central problems of computational geometry: given n numbers, ...
Nir Ailon, Bernard Chazelle
ENTCS
2002
103views more  ENTCS 2002»
15 years 5 months ago
Deciding low levels of tree-automata hierarchy
The paper discusses the hierarchy of indices of finite automata over infinite objects. This hierarchy corresponds exactly to the hierarchy of alternations of least and greatest fi...
Igor Walukiewicz
ISMIR
2005
Springer
132views Music» more  ISMIR 2005»
15 years 11 months ago
VOISE: Learning to Segregate Voices in Explicit and Implicit Polyphony
Finding multiple occurrences of themes and patterns in music can be hampered due to polyphonic textures. This is caused by the complexity of music that weaves multiple independent...
Phillip B. Kirlin, Paul E. Utgoff