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Öğe Data mining and analysis for predicting electrical energy consumption(Institute of Electrical and Electronics Engineers Inc., 2022) Almohammed, Mustafa; Farhan, Hameed Mutlag; Naseri, Raghad Awad Sababan; Türkben, Ayça KurnazIn this research, data mining techniques that included the deep learning with different scenario is presented for predicting electrical energy consumption data. Energy of the features are implemented and calculated from the electrical energy consumption data. Different scenario with neuron numbers for artificial neural network are investigated and analyzed. Also the results are compared with other k-fold numbers of the data. The results of proposed method shows that the proposed methods has high accuracy and high performance.