JOURNAL ARTICLE

Fast classification of univariate and multivariate time series through shapelet discovery

Josif GrabockaMartin WistubaLars Schmidt-Thieme

Year: 2015 Journal:   Knowledge and Information Systems Vol: 49 (2)Pages: 429-454   Publisher: Springer Science+Business Media
Keywords:
Univariate Multivariate statistics Computer science Data mining Pruning Cluster analysis Pattern recognition (psychology) Scale (ratio) Range (aeronautics) Artificial intelligence Set (abstract data type) Euclidean distance Machine learning

Metrics

64
Cited By
2.72
FWCI (Field Weighted Citation Impact)
25
Refs
0.92
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Time Series Analysis and Forecasting
Physical Sciences →  Computer Science →  Signal Processing
Complex Systems and Time Series Analysis
Social Sciences →  Economics, Econometrics and Finance →  Economics and Econometrics
Music and Audio Processing
Physical Sciences →  Computer Science →  Signal Processing

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