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GPCE
2003
Springer
13 years 12 months ago
Making Patterns Explicit with Metaprogramming
Abstract. Design patterns have been a useful tool for a better understanding of the collaboration between several classes and objects in a program. One drawback of this approach is...
Daniel von Dincklage
MCS
2009
Springer
14 years 1 months ago
Multi-class Boosting with Class Hierarchies
Abstract. We propose AdaBoost.BHC, a novel multi-class boosting algorithm. AdaBoost.BHC solves a C class problem by using C − 1 binary classifiers defined by a hierarchy that i...
Goo Jun, Joydeep Ghosh
ICIAR
2004
Springer
14 years 2 days ago
Visual Object Recognition Through One-Class Learning
Abstract. In this paper, several one-class classification methods are investigated in pixel space and PCA (Principal component Analysis) subspace having in mind the need of finding...
QingHua Wang, Luís Seabra Lopes, David M. J...
ISMB
1994
13 years 8 months ago
Optimally Parsing a Sequence into Different Classes Based on Multiple Types of Evidence
Weconsider the problem of parsing a sequence into different classes of subsequences.Twocommonexamplesare finding the exons and introns in genomicsequences and identifying the seco...
Gary D. Stormo, David Haussler
MCS
2002
Springer
13 years 6 months ago
On Combining One-Class Classifiers for Image Database Retrieval
Abstract. In image retrieval systems, images can be represented by single feature vectors or by clouds of points. A cloud of points offers a more flexible description but suffers f...
Carmen Lai, David M. J. Tax, Robert P. W. Duin, El...