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Ensembles of artificial neural networks (ANN) have been used in the last years as classification/regression machines, showing improved generalization capabilities that outperform those of single networks. However, it has...

Frameworks são a implementação de uma estrutura de aplicação genérica e reusável, a qual pode ser especializada para aplicações específicas, através da criação de subclasses ou componentes reusáveis. Frame...

Modular neural networks (MNNs) are increasingly popular models for dealing with complex problems constituted by a number of dependent subtasks. An important problem on MNNs is finding the optimal aggregation of the neura...