Discovering the Intrinsic Cardinality and Dimensionality of Time Series Using MDL


Most algorithms for mining or indexing time series data do not operate directly on the original data, but instead they consider alternative representations that include transforms, quantization, approximation, and multi-resolution abstractions. Choosing the best representation and abstraction level for a given task/dataset is arguably the most critical step… (More)
DOI: 10.1109/ICDM.2011.54


17 Figures and Tables


Citations per Year

Citation Velocity: 16

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