The BOSS is concerned with time series classification in the presence of noise

    Data Mining and Knowledge Discovery, Volume 29, Issue 6, 2014.

    Cited by: 97|Bibtex|Views19|Links
    EI
    Keywords:
    Time seriesClassificationSimilarityNoiseFourier transform

    Abstract:

    Similarity search is one of the most important and probably best studied methods for data mining. In the context of time series analysis it reaches its limits when it comes to mining raw datasets. The raw time series data may be recorded at variable lengths, be noisy, or are composed of repetitive substructures. These build a foundation f...More

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