51 search results - page 9 / 11 » A neural evolutionary approach to financial modeling |
182
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ECAL
1995
Springer
15 years 9 months ago
1995
Springer
After an outline of the history of evolutionary algorithms, a new ( ) variant of the evolution strategies is introduced formally. Though not comprising all degrees of freedom, it i...
146
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IWANN
2005
Springer
15 years 11 months ago
2005
Springer
A large class of problems requires real-time processing of complex temporal inputs in real-time. These are difficult tasks for state-of-the-art techniques, since they require captu...
119
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IWANN
2007
Springer
16 years 5 days ago
2007
Springer
Multiclass problems with binary SVM classifiers are commonly treated as a decomposition in several binary sub-problems. An open question is how to properly tune all these sub-prob...
154
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IJCNN
2006
IEEE
16 years 2 days ago
2006
IEEE
— Handling catastrophic forgetting is an interesting and challenging topic in modeling the memory mechanisms of the human brain using machine learning models. From a more general...
138
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CEC
2005
IEEE
15 years 11 months ago
2005
IEEE
The current work addresses the development of cognitive abilities in artificial organisms. In the proposed approach, neural network-based agent structures are employed to represen...