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An information-geometric approach to feature extraction and moment reconstruction in dynamical systems.

, , and . CoRR, (2020)

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Time Series Reconstruction via Machine Learning: Revealing Decadal Variability and Intermittency in the North Pacific Sector of a Coupled Climate Model., and . CIDU, page 107-117. NASA Ames Research Center, (2011)An information-geometric approach to feature extraction and moment reconstruction in dynamical systems., , and . CoRR, (2020)Spatiotemporal Feature Extraction with Data-Driven Koopman Operators., , and . FE@NIPS, volume 44 of JMLR Workshop and Conference Proceedings, page 103-115. JMLR.org, (2015)A New Approach to Signal Processing of Spatiotemporal Data., , and . SSP, page 338-342. IEEE, (2018)An information-geometric approach to feature extraction and moment reconstruction in dynamical systems, , and . (2020)cite arxiv:2004.02172.Spatiotemporal Pattern Extraction by Spectral Analysis of Vector-Valued Observables., , , and . J. Nonlinear Sci., 29 (5): 2385-2445 (2019)Data-driven spectral decomposition of ECoG signal from an auditory oddball experiment in a marmoset monkey: Implications for EEG data in humans., , , and . IJCNN, page 1-10. IEEE, (2018)Visual programming of an interactive smart home application using LabVIEW., and . INDIN, page 655-660. IEEE, (2013)Nonlinear Laplacian spectral analysis: Capturing intermittent and low-frequency spatiotemporal patterns in high-dimensional data., and . CoRR, (2012)Hierarchical structure of the Madden-Julian oscillation in infrared brightness temperature revealed through nonlinear Laplacian spectral analysis., , and . CIDU, page 55-62. IEEE, (2012)