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Extreme anomaly event detection in biosphere using linear regression and a spatiotemporal MRF model |
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| Authors: | Guanche García Yanira Shadaydeh Maha Mahecha Miguel Denzler Joachim |
| Institution: | 1.Department of Mathematics and Computer Science, Friedrich Schiller University Jena, Jena, Germany ;2.Michael Stifel Center for Data-Driven and Simulation Science Jena, Jena, Germany ;3.Max Planck Institute for Biogeochemistry, Jena, Germany ; |
| Abstract: | Natural Hazards - Detecting abnormal events within time series is crucial for analyzing and understanding the dynamics of the system in many research areas. In this paper, we propose a methodology... |
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