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NIPS
2003
15 years 8 months ago
No Unbiased Estimator of the Variance of K-Fold Cross-Validation
Most machine learning researchers perform quantitative experiments to estimate generalization error and compare algorithm performances. In order to draw statistically convincing c...
Yoshua Bengio, Yves Grandvalet
175
Voted
ACL
1998
15 years 8 months ago
A Procedure for Multi-Class Discrimination and some Linguistic Applications
The paper describes a novel computational tool for multiple concept learning. Unlike previous approaches, whose major goal is prediction on unseen instances rather than the legibi...
Vladimir Pericliev, Raúl E. Valdés-P...
NIPS
2000
15 years 8 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...
WSC
2000
15 years 8 months ago
Electronic workflow for transaction-based work cells in a financial services firm
In determining an electronic workflow system, a financial services firm utilized simulation to determine the necessary capital expenditure. Analysis included batching options, Ser...
David M. Ferrin, Martin J. Miller, Gustavo Giron
WSC
1997
15 years 8 months ago
Simulation of a New Product Workcell
As part of an ABB training program, two manufacturing engineers introduced a manufacturing facility to the benefits of modeling and simulation. The project goal was to evaluate a ...
Ron Shady, Gary Spake, F. Bradley Armstrong