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MatchingPursuit: Processing Time Series Data Using the Matching Pursuit Algorithm
Provides tools for analysing and decomposing time series data using the Matching Pursuit (MP) algorithm, a greedy signal decomposition technique that represents complex signals as a linear combination of simpler functions (called atoms) selected from a redundant dictionary. For more details see Mallat and Zhang (1993) <doi:10.1109/78.258082>, Pati et al. (1993) <doi:10.1109/ACSSC.1993.342465>, Elad (2010) <doi:10.1007/978-1-4419-7011-4> and Różański (2024) <doi:10.1145/3674832>.
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Package details |
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| Author | Artur Gramacki [aut, cre] (ORCID: <https://orcid.org/0000-0002-1610-9743>), Jarosław Gramacki [ctb] (ORCID: <https://orcid.org/0000-0001-5032-1353>), Piotr T. Różański [ctb] (ORCID: <https://orcid.org/0000-0002-0457-6731>) |
| Maintainer | Artur Gramacki <a.gramacki@gmail.com> |
| License | GPL (>= 2) |
| Version | 1.0.0 |
| Package repository | View on CRAN |
| Installation |
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