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» Petri nets design based on neural networks
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82
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NIPS
2001
15 years 3 months ago
(Not) Bounding the True Error
We present a new approach to bounding the true error rate of a continuous valued classifier based upon PAC-Bayes bounds. The method first constructs a distribution over classifier...
John Langford, Rich Caruana
126
Voted
AEI
1999
110views more  AEI 1999»
15 years 1 months ago
Self-tuning fuzzy controller design using genetic optimisation and neural network modelling
This article describes a new adaptive fuzzy logic control scheme. The proposed scheme is based on the structure of the self-tuning regulator and employs neural network and genetic...
Duc Truong Pham, Dervis Karaboga
109
Voted
APCHI
2004
IEEE
15 years 5 months ago
NetWorker: A Practical Web-Based Tool to Support the Collect-Compare-Choose Cycle
An earlier paper has covered the development of a paper prototype of NetWorker, a tool designed to facilitate a Web usage referred to as the Collect-Compare-Choose cycle. Here we d...
Paul J. Lyons, Chris Phillips, Elizabeth A. Kemp, ...
IJCNN
2000
IEEE
15 years 6 months ago
Piecewise Linear Homeomorphisms: The Scalar Case
The class of piecewise linear homeomorphisms (PLH) provides a convenient functional representation for many applications wherein an approximation to data is required that is inver...
Richard E. Groff, Daniel E. Koditschek, Pramod P. ...
ISTCS
1993
Springer
15 years 6 months ago
Analog Computation Via Neural Networks
We pursue a particular approach to analog computation, based on dynamical systems of the type used in neural networks research. Our systems have a xed structure, invariant in time...
Hava T. Siegelmann, Eduardo D. Sontag