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ESANN
2001
15 years 7 months ago
Coding the outputs of multilayer feedforward
In this paper, we present an empirical comparison among four different schemes of coding the outputs of a Multilayer Feedforward networks. Results are obtained for eight different ...
Mercedes Fernández-Redondo, Carlos Hern&aac...
FLAIRS
2001
15 years 7 months ago
Time Series Analysis Using Unsupervised Construction of Hierarchical Classifiers
Recently we have proposed an algorithm of constructing hierarchical neural network classifiers (HNNC), that is based on a modification of error back-propagation. This algorithm co...
S. A. Dolenko, Yu. V. Orlov, I. G. Persiantsev, Ju...
FLAIRS
2001
15 years 7 months ago
Skill Refinement through Competence Feedback
Learningis generally performedin twostages, knowledge acquisition and skill refinement. Developments within machinelearning havetended to concentrate on knowledgeacquisition as op...
David W. Patterson, Sarabjot S. Anand, John G. Hug...
142
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HCI
2001
15 years 7 months ago
Localisation and linguistic anomalies
Interactive systems may seek to accommodate users whose first language is not English. Usually, this entails a focus on translation and related features of localisation. While suc...
George R. S. Weir, Giorgos Lepouras
241
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HIS
2001
15 years 7 months ago
Global Optimisation of Neural Networks Using a Deterministic Hybrid Approach
Selection of the topology of a neural network and correct parameters for the learning algorithm is a tedious task for designing an optimal artificial neural...
Gleb Beliakov, Ajith Abraham