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Simon Schultz
@simonschultz.bsky.social

A new preprint from a collaboration with Ben Fulcher et al on time series analysis. Interpretable model-free inference of parametric variation across time-series data through large-scale feature extraction BD Fulcher, CH Lubba, GF Gilestro, SR Schultz, NS Jones lnkd.in/eePU9sQE

Simon Schultz
@simonschultz.bsky.social

This work was begun by my then PhD student Carl Lubba on an internship visit to Ben. Carl's productive side-projects also included Catch22. dl.acm.org/doi/abs/10.1...

dl.acm.orgcatch22: CAnonical Time-series CHaracteristics: Selected through highly comparative time-series analysis: Data Mining and Knowledge Discovery: Vol 33, No 6AbstractCapturing the dynamical properties of time series concisely as interpretable feature vectors can enable efficient clustering and classification for time-series applications across science and ...

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