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Titlebook: Advanced Data Mining and Applications; 9th International Co Hiroshi Motoda,Zhaohui Wu,Wei Wang Conference proceedings 2013 Springer-Verlag

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Einleitung und Problemstellung, algorithms to generate enough patterns is difficult and time-consuming. To address this issue, the task of top-. sequential pattern mining has been defined, where .is the number of sequential patterns to be found, and is set by the user. In this paper, we present an efficient algorithm for this pro
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https://doi.org/10.1007/978-3-531-90253-1e and space complexity are not suitable for large time series datasets. To overcome the issues, we propose a modified version of dynamic time warping, which not only retains the accuracy of DTW but also finds the optimal warping path faster. In the proposed method, a threshold value used to narrow t
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Berufliche Sozialisation im Referendariatng among streams in real time. The event is defined as a combination of multiple outliers caused by one same mechanism and once it breaks out, it will spread out in networks. Detecting these spreading events timely is an important and urgent problem both in research community and for public health.
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Berufliche Sozialisation von Bankkaufleuten high-efficiency and reasonable accuracy. However, Slope One predictor still suffers two fundamental problems of collaborative filtering : sparsity and scalability, and its accuracy is not very competitive. In this paper, to alleviate the sparsity problem for Slope One predictor, and boost its scala
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