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Titlebook: Advanced Data Mining and Applications; 15th International C Jianxin Li,Sen Wang,Shuliang Wang Conference proceedings 2019 Springer Nature S

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Thomas Drosdowski,Marc Ingo Woltere art of transactional rule mining, and applies them to time series. It proposes a new definition of the support, which overcomes the limitations of previous definitions. Experiments on two databases of real data coming from connected environments show that this algorithm extracts relevant usual sit
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https://doi.org/10.1007/978-3-531-94197-4rying. However, when moving objects’ positions update frequently, the existing methods encounter a high update cost. We purpose an index structure for frequent position updates: HGTPU-tree, which decreases cost caused by frequent position updates of moving objects. HGTPU-tree reduces the number of d
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Sozioökonomische Dynamik der Energiewendets with quantities and weights. Though it has important real-life applications, the current problem definition has two critical limitations. First, it underestimates the utility of episodes by not taking into account all timestamps of minimal occurrences for utility calculations, which can result in
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Thomas Drosdowski,Marc Ingo Wolterto detect similarities across the various signals, which may result in poor clustering results. We propose a method, which first smooths out such noise using wavelet decomposition and thresholding, then reconstructs the original signal . and finally undertakes the clustering on this new signal. We e
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