Titlebook: Information Systems Architecture and Technology: Proceedings of 38th International Conference on Inf; Part I Leszek Borzemski,Jerzy Świątek

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https://doi.org/10.1007/978-3-319-67220-5Risk Management; Information Systems; Information Systems Architecture; Computer Networks; ISAT 2017

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Evaluation of Gated Recurrent Neural Networks in Music Classification Tasksnd Gated Recurrent Unit (GRU), in music classification tasks. We examine the performance on four datasets concerning genre, emotion and dance style recognition. Our key result is a significant improvement of classification accuracy achieved by training the recurrent network on random short subsequen

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Neuro-Fuzzy System for Medium-Term Electric Energy Demand Forecastingacts. This paper proposes a solution to medium-term energy demand forecasting that covers definition of input and output variables and the forecasting model based on a neuro-fuzzy system. As predictors patterns of the yearly periods of the time series are defined, which unify input data and filter o

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