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Titlebook: Artificial Intelligence and Soft Computing; 15th International C Leszek Rutkowski,Marcin Korytkowski,Jacek M. Zurad Conference proceedings

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Paramilitaries, Republicans and Loyalistsd on a new idea of learning neural networks without error backpropagation. The proposed solution is based on completely new parallel structures to effectively reduce high computational load of this algorithm. Detailed parallel 2D and 3D neural network learning structures are explicitely discussed.
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Leszek Rutkowski,Marcin Korytkowski,Jacek M. ZuradIncludes supplementary material:
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978-3-319-39377-3Springer International Publishing Switzerland 2016
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Criminal Justice and Emergency Lawsle for solving of a specific task. The ensemble is able to change its structure by choosing the electors with respect to their training performance. The proposed method is tested in practical regression tasks in civil engineering structures monitoring.
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https://doi.org/10.1007/978-3-531-91703-0inuous space. The proposed algorithm is experimented on some practical regression problems and compared with other constructive algorithms. Results show that proposed OLS-PSO algorithm could achieve a compact SLFN with good generalization ability.
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Ensemble ANN Classifier for Structural Health Monitoringle for solving of a specific task. The ensemble is able to change its structure by choosing the electors with respect to their training performance. The proposed method is tested in practical regression tasks in civil engineering structures monitoring.
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