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» A Measure of Decision Flexibility
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89
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JMLR
2010
117views more  JMLR 2010»
14 years 7 months ago
Bayesian Online Learning for Multi-label and Multi-variate Performance Measures
Many real world applications employ multivariate performance measures and each example can belong to multiple classes. The currently most popular approaches train an SVM for each ...
Xinhua Zhang, Thore Graepel, Ralf Herbrich
86
Voted
PKDD
2009
Springer
118views Data Mining» more  PKDD 2009»
15 years 7 months ago
The Feature Importance Ranking Measure
Most accurate predictions are typically obtained by learning machines with complex feature spaces (as e.g. induced by kernels). Unfortunately, such decision rules are hardly access...
Alexander Zien, Nicole Krämer, Sören Son...
111
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ICCS
2004
Springer
15 years 6 months ago
Using Runtime Measurements and Historical Traces for Acquiring Knowledge in Parallel Applications
Abstract. A new approach for acquiring knowledge of parallel applications regarding resource usage and for searching similarity on workload traces is presented. The main goal is to...
Luciano José Senger, Marcos José San...
89
Voted
EXPCS
2007
15 years 4 months ago
An active approach to measuring routing dynamics induced by autonomous systems
We present an active measurement study of the routing dynamics induced by AS-path prepending, a common method for controlling the inbound traffic of a multi-homed ISP. Unlike oth...
Samantha Lo, Rocky K. C. Chang, Lorenzo Colitti
CORR
2008
Springer
91views Education» more  CORR 2008»
15 years 25 days ago
Measure and integral with purely ordinal scales
We develop a purely ordinal model for aggregation functionals for lattice valued functions, comprising as special cases quantiles, the Ky Fan metric and the Sugeno integral. For m...
Dieter Denneberg, Michel Grabisch