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Titlebook: Discovery Science; 21st International C Larisa Soldatova,Joaquin Vanschoren,Michelangelo C Conference proceedings 2018 Springer Nature Swit

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COBRASTS: A New Approach to Semi-supervised Clustering of Time Seriesrings for a particular dataset. Semi-supervised clustering addresses this by allowing the user to provide examples of instances that should (not) be in the same cluster. This paper studies semi-supervised clustering in the context of time series. We show that COBRAS, a state-of-the-art active semi-s
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Selection of Relevant and Non-Redundant Multivariate Ordinal Patterns for Time Series Classificationrty in time series that provides a qualitative representation of the underlying dynamic regime. In a multivariate time series, ordinalities from multiple dimensions combine together to be discriminative for the classification problem. However, existing works on ordinality do not address the multivar
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https://doi.org/10.1007/978-3-030-01771-2artificial intelligence; classification; data mining; data stream; graph algorithms; information retrieva
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