Genetic interval neural networks for granular data regression

作者: Mario GCA Cimino , Beatrice Lazzerini , Francesco Marcelloni , Witold Pedrycz , None

DOI: 10.1016/J.INS.2012.12.049

关键词: Machine learningData miningGranular computingInterval arithmeticFunction approximationGenetic algorithmArtificial intelligenceInterval (mathematics)Artificial neural networkComputer scienceMultilayer perceptron

摘要: … , namely interval-valued data. We propose a multilayer perceptron (MLP) to model interval-valued input–output mappings. The proposed MLP comes with interval-valued weights and …

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