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» Toward Optimal Feature Selection
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CORR
2006
Springer
130views Education» more  CORR 2006»
14 years 12 months ago
Genetic Programming for Kernel-based Learning with Co-evolving Subsets Selection
Abstract. Support Vector Machines (SVMs) are well-established Machine Learning (ML) algorithms. They rely on the fact that i) linear learning can be formalized as a well-posed opti...
Christian Gagné, Marc Schoenauer, Mich&egra...
NAR
2007
95views more  NAR 2007»
14 years 11 months ago
SplicePort - An interactive splice-site analysis tool
SplicePort is a web-based tool for splice-site analysis that allows the user to make splice-site predictions for submitted sequences. In addition, the user can also browse the ric...
Rezarta Islamaj Dogan, Lise Getoor, W. John Wilbur...
GECCO
2007
Springer
168views Optimization» more  GECCO 2007»
15 years 6 months ago
Sex and death: towards biologically inspired heuristics for constraint handling
Constrained continuous optimization is still an interesting field of research. Many heuristics have been proposed in the last decade. Most of them are based on penalty functions....
Oliver Kramer, Stephan Brügger, Dejan Lazovic
DAC
2012
ACM
13 years 2 months ago
Towards fault-tolerant embedded systems with imperfect fault detection
Many state-of-the-art approaches on fault-tolerant system design make the simplifying assumption that all faults are detected within a certain time interval. However, based on a d...
Jia Huang, Kai Huang, Andreas Raabe, Christian Buc...
DAS
2010
Springer
14 years 10 months ago
Automatic unsupervised parameter selection for character segmentation
A major difficulty for designing a document image segmentation methodology is the proper value selection for all involved parameters. This is usually done after experimentations o...
Georgios Vamvakas, Nikolaos Stamatopoulos, Basilio...