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Context: Nowadays, considerable amounts of heterogeneous data can be generated. LOCAL-PLS can provide a potential solution to this situation. However, using LOCAL-PLS with large amounts of data is almost impossible....
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Imitates is a complete solution for similarity search over very large time series datasets (Terabytes). It implements two efficient approaches for time series indexing and querying: DPiSAX and parSketch. DPiSAX is a para...
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In recent years, there has been a growing interest for probabilistic data management. We focus on probabilistic time series where a main characteristic is the high volumes of data, calling for efficient compression techn...