11814 search results - page 229 / 2363 » On Generalization by Neural Networks |
163
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ICANN
2001
Springer
15 years 11 months ago
2001
Springer
Abstract. It has remained an open question whether there exist product unit networks with constant depth that have superlinear VC dimension. In this paper we give an answer by cons...
191
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BMVC
1998
15 years 8 months ago
1998
In this paper a fast method of selecting a neural network architecture for pattern recognition tasks is presented. We demonstrate that our proposed method of selecting both input ...
186
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INFOCOM
2002
IEEE
15 years 11 months ago
2002
IEEE
Abstract— Network calculus is known to apply in general only to feedforward routing networks, i.e., networks where routes do not create cycles of interdependent packet flows. In...
163
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ESWA
2008
15 years 6 months ago
2008
Clustering is an important function in data mining. Its typical application includes the analysis of consumer's materials. Adaptive resonance theory network (ART) is very pop...
168
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JUCS
2007
15 years 6 months ago
2007
: In this paper we propose an application of data mining methods in the prediction of the availability and performance of Internet paths. We deploy a general decision-making method...