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» Driver Measurement: Methods and Applications
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WSC
2007
15 years 8 months ago
Kernel estimation for quantile sensitivities
Quantiles, also known as value-at-risk in financial applications, are important measures of random performance. Quantile sensitivities provide information on how changes in the i...
Guangwu Liu, L. Jeff Hong
NIPS
2000
15 years 7 months ago
Support Vector Novelty Detection Applied to Jet Engine Vibration Spectra
A system has been developed to extract diagnostic information from jet engine carcass vibration data. Support Vector Machines applied to novelty detection provide a measure of how...
Paul Hayton, Bernhard Schölkopf, Lionel Taras...
ERCIMDL
2010
Springer
165views Education» more  ERCIMDL 2010»
15 years 7 months ago
Metadata Impact on Research Paper Similarity
While collaborative filtering and citation analysis have been well studied for research paper recommender systems, content-based approaches typically restrict themselves to straigh...
Germán Hurtado Martín, Steven Schock...
FSS
2008
78views more  FSS 2008»
15 years 6 months ago
On the granularity of summative kernels
In this paper, we propose granularity as a new index to characterize the nonspecificity of a summative kernel. This index is intended to reflect the behavior of a kernel in the us...
Kevin Loquin, Olivier Strauss
CORR
1998
Springer
164views Education» more  CORR 1998»
15 years 6 months ago
Training Reinforcement Neurocontrollers Using the Polytope Algorithm
A new training algorithm is presented for delayed reinforcement learning problems that does not assume the existence of a critic model and employs the polytope optimization algorit...
Aristidis Likas, Isaac E. Lagaris