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200
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SETN
2004
Springer
16 years 1 days ago
2004
Springer
Abstract. Single classifiers, such as Neural Networks, Support Vector Machines, Decision Trees and other, can be used to perform classification of data for relatively simple proble...
174
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ICDAR
2003
IEEE
15 years 12 months ago
2003
IEEE
A class-modular generalized learning vector quantization (GLVQ) ensemble method with outlier learning for handwritten digit recognition is proposed. A GLVQ classifier is one of d...
161
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IPPS
2003
IEEE
15 years 12 months ago
2003
IEEE
In this paper we develop a methodology for treating the problem of scheduling partially-ordered tasks on parallel machines. Our framework is based on the timed automaton model, or...
190
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GECCO
2003
Springer
15 years 12 months ago
2003
Springer
A fundamental aspect of many evolutionary approaches to synthesis of complex systems is the need to compose atomic elements into useful higher-level building blocks. However, the ...
167
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ICIAP
2003
ACM
15 years 12 months ago
2003
ACM
The aim of this paper is to evaluate the potential usefulness of the reject option for text categorisation (TC) tasks. The reject option is a technique used in statistical pattern...