Titlebook: Advances in Intelligent Data Analysis XVIII; 18th International S Michael R. Berthold,Ad Feelders,Georg Krempl Conference proceedings‘‘‘‘‘‘

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978-3-030-44583-6The Editor(s) (if applicable) and The Author(s) 2020

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https://doi.org/10.1007/978-3-319-73748-5uality of the results obtained depends, is feature engineering. Unfortunately, this is very time and human consuming. Thus, in this article, we present the DuSVAE model that consists of a generative model that takes into account the sequential nature of the data. It combines two variational autoenco

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Melissa Andrade-Molina,Leonora Díaz MorenoNeighbors (.NN) is one of the most often used algorithms in the data stream mining area that proved to be very resource-intensive when dealing with high-dimensional spaces. Uniform Manifold Approximation and Projection (UMAP) is a novel manifold technique and one of the most promising dimension redu

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