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» An ASM-Characterization of a Class of Distributed Algorithms
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ICB
2007
Springer
104views Biometrics» more  ICB 2007»
14 years 4 days ago
Selection of Distinguish Points for Class Distribution Preserving Transform for Biometric Template Protection
This paper addresses the biometric template security issue. Follow out previous work on class distribution transform, the proposed scheme selects the distinguish points automatical...
Yi C. Feng, Pong C. Yuen
EC
2006
163views ECommerce» more  EC 2006»
13 years 6 months ago
An Extension of Geiringer's Theorem for a Wide Class of Evolutionary Search Algorithms
The frequency with which various elements of the search space of a given evolutionary algorithm are sampled is affected by the family of recombination (reproduction) operators. Th...
Boris Mitavskiy, Jonathan E. Rowe
CORR
2011
Springer
183views Education» more  CORR 2011»
12 years 9 months ago
Learning When Training Data are Costly: The Effect of Class Distribution on Tree Induction
For large, real-world inductive learning problems, the number of training examples often must be limited due to the costs associated with procuring, preparing, and storing the tra...
Foster J. Provost, Gary M. Weiss
ECML
2001
Springer
13 years 10 months ago
Classification on Data with Biased Class Distribution
Labeled data for classification could often be obtained by sampling that restricts or favors choice of certain classes. A classifier trained using such data will be biased, resulti...
Slobodan Vucetic, Zoran Obradovic
PR
2008
117views more  PR 2008»
13 years 6 months ago
A scale-free distribution of false positives for a large class of audio similarity measures
The "bag-of-frames" approach (BOF) to audio pattern recognition models signals as the long-term statistical distribution of their local spectral features, a prototypical...
Jean-Julien Aucouturier, François Pachet