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Hybrid harmony search-artificial intelligence models in credit scoring
Published 2019“…This study also demonstrates model explainability using reduced features for MHS-SVM and features importance for MHS-RF. It is shown that these strategies are useful to obtain initial information on the attributes. …”
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Hybrid ANN and Artificial Cooperative Search Algorithm to Forecast Short-Term Electricity Price in De-Regulated Electricity Market
Published 2019“…Therefore, this research proposes a hybrid method for electricity price forecasting via artificial neural network (ANN) and artificial cooperative search algorithm (ACS). In parallel, a feature selection technique based on the combination of mutual information (MI) and neural network (NN) is developed in this study to select the input variables subsets, which have substantial impact on forecasting of electricity price. …”
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