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» On Generalization by Neural Networks
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147
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ISNN
2005
Springer
15 years 9 months ago
A Learning Framework for Blind Source Separation Using Generalized Eigenvalues
This paper presents a learning framework for blind source separation (BSS), in which the BSS is formulated as generalized Eigenvalue (GE) problem. Compared to the typical informati...
Hailin Liu, Yiu-ming Cheung
108
Voted
IJCNN
2000
IEEE
15 years 8 months ago
Sensor Errors Prediction Using Neural Networks
The features of neural networks using for increasing of an accuracy of physical quantity measurement are considered by prediction of sensor drift. The technique of data volume incr...
Anatoly Sachenko, Volodymyr Kochan, Volodymyr Turc...
110
Voted
GCC
2004
Springer
15 years 9 months ago
Open Language Approach for Dynamic Service Evolution
This paper introduces a novel approach for dynamic service establishment in a virtual organization. To allow dynamism semantic information has to be processed. A common language is...
Thomas Weishäupl, Erich Schikuta
125
Voted
IJCNN
2000
IEEE
15 years 8 months ago
Classification of Noisy Signals Using Fuzzy ARTMAP Neural Networks
—This paper describes an approach to classification of noisy signals using a technique based on the fuzzy ARTMAP neural network (FAMNN). The proposed method is a modification of ...
Dimitrios Charalampidis, Michael Georgiopoulos, Ta...
127
Voted
IJCNN
2007
IEEE
15 years 10 months ago
PSMS for Neural Networks on the IJCNN 2007 Agnostic vs Prior Knowledge Challenge
— Artificial neural networks have been proven to be
Hugo Jair Escalante, Manuel Montes-y-Gómez,...