Side-Length-Independent Motif (<i>SLIM</i>): Motif Discovery and Volatility Analysis in Time Series—<i>SAX</i>, <i>MDL</i> and the Matrix Profile
As the availability of big data-sets becomes more widespread so the importance of motif (or repeated pattern) identification and analysis increases. To date, the majority of motif identification algorithms that permit flexibility of sub-sequence length do so over a given range, with the restriction...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
| Published: |
MDPI AG
2022-02-01
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| Series: | Forecasting |
| Subjects: | |
| Online Access: | https://www.mdpi.com/2571-9394/4/1/13 |