Titlebook: Neural Approaches to Dynamics of Signal Exchanges; Anna Esposito,Marcos Faundez-Zanuy,Eros Pasero Book 2020 Springer Nature Singapore Pte

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Music Genre Classification Using Stacked Auto-Encodersf 57 peculiar features extracted from the music signals. Some experimental results show the effectiveness of the proposed approach with respect to other state-of-the-art methods. In particular, the proposed architecture is compared to the support vector machine (SVM), multi-layer perceptron (MLP) and logistic regression (LR).

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Dimension Reduction Techniques in a Brain–Computer Interface Applicationmparing four different dimension reduction techniques in combination with linear and nonlinear classifiers, we show that integrating these methods in a BCI system results in a reduced model complexity without affecting overall accuracy.

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Inverse Classification for Military Decision Support Systemserted, we propose a new approach that exploits all the information associated with the decisions observed in the past. The experimental results prove the feasibility of the proposed algorithm, with errors lower than 10% with respect to standard classification models.

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PACT

2190-3018 m medical diagnosis to entertainment devices.Describes reseaThe book presents research that contributes to the development of intelligent dialog systems to simplify diverse aspects of everyday life, such as medical diagnosis and entertainment. Covering major thematic areas: machine learning and arti

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Reconstruction, Optimization and Quality Check of Microsoft HoloLens-Acquired 3D Point Cloudsped, in order to quantify and compare the goodness of the obtained outputs. Finally, in order to check the quality of the proposed approach, a reconstructed model is tested in a virtual scenario implemented in Unity. 3D Game Engine.

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