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Time series extrinsic regression: Predicting numeric values from time series data

, , , и . Data Mining and Knowledge Discovery, (2021)

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Katharine Joy Webb

Molecular and cellular characterisation of neurogenesis control and addiction behaviour in zebrafish. TU München, (2009)

Uta Elisabeth Webbeler

Richard Webb

Sharon Webb

Nick Webb

 

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OPUS: An Efficient Admissible Algorithm for Unordered Search.. Journal of Artificial Intelligence Research, 3 (1): 431--465 (1995)Ultra fast warping window optimization for Dynamic Time Warping., , и . ICDM, стр. 589-598. IEEE, (2021)Better Short than Greedy: Interpretable Models through Optimal Rule Boosting., , , и . SDM, стр. 351-359. SIAM, (2021)Discovering associations with numeric variables.. KDD, стр. 383-388. ACM, (2001)MultiRocket: Multiple pooling operators and transformations for fast and effective time series classification, , , и . (2021)cite arxiv:2102.00457.A Heuristic Lazy Bayesian Rule Algorithm., и . AusDM, стр. 57-64. University of Technology Sydney, Australia, (2002)Finding the Real Patterns.. PAKDD, том 4426 из Lecture Notes in Computer Science, стр. 6. Springer, (2007)Weighted Proportional k-Interval Discretization for Naive-Bayes Classifiers., и . PAKDD, том 2637 из Lecture Notes in Computer Science, стр. 501-512. Springer, (2003)A New Restricted Bayesian Network Classifier., , , и . PAKDD, том 2637 из Lecture Notes in Computer Science, стр. 265-270. Springer, (2003)ROCKET: Exceptionally fast and accurate time series classification using random convolutional kernels, , и . (2019)cite arxiv:1910.13051Comment: 27 pages, 23 figures.