Back to Basics: A Sanity Check on Modern Time Series Classification Algorithms
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Publisher
Springer Nature Switzerland
Link
https://link.springer.com/content/pdf/10.1007/978-3-031-49896-1_14
Reference22 articles.
1. Sakoe, H., Chiba, S.: Dynamic programming algorithm optimization for spoken word recognition. IEEE Trans. Acoust. Speech Signal Process. 26(1), 43–49 (1978)
2. Fawaz, H.I., et al.: Inceptiontime: finding alexnet for time series classification. Data Min. Knowl. Disc. 34(6), 1936–1962 (2020)
3. Zeng, A., Chen, M., Zhang, L., Xu, Q.: Are transformers effective for time series forecasting? (2023)
4. Frizzarin, M., et al.: Classification of cow diet based on milk mid infrared spectra: a data analysis competition at the “international workshop on spectroscopy and chemometrics 2022". Chemometr. Intell. Lab. Syst. 234, 104755 (2023)
5. Dempster, A., Petitjean, F., Webb, G.I.: ROCKET: exceptionally fast and accurate time series classification using random convolutional kernels. Data Min. Knowl. Disc. 34(5), 1454–1495 (2020)
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