11814 search results - page 86 / 2363 » On Generalization by Neural Networks |
152
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IEEEICCI
2002
IEEE
15 years 8 months ago
2002
IEEE
We present a model of creating a hierarchical set of rules that encode generalizations and exceptions derived from induction learning. The rules use the input features directly an...
112
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NN
1998
Springer
15 years 3 months ago
1998
Springer
Cross validation can be used to detect when over tting starts during supervised training of a neural network; training is then stopped before convergence to avoid the overtting ...
133
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FSS
2008
15 years 3 months ago
2008
Fuzzy associative memories (FAMs) can be used as a powerful tool for implementing fuzzy rule-based systems. The insight that FAMs are closely related to mathematical morphology (M...
150
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TIT
2002
15 years 3 months ago
2002
Generalization bounds depending on the margin of a classifier are a relatively recent development. They provide an explanation of the performance of state-of-the-art learning syste...
144
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ICNC
2005
Springer
15 years 9 months ago
2005
Springer
In order to overcome the drawbacks of mathematical optimization techniques, soft computing algorithms have been vigorously introduced during the past decade. However, there are sti...