Low-cost scalable discretization, prediction, and feature selection for complex systems von Gerber, S, Pospisil, L, Navandar, M, Horenko, I

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Systematic attribution of observed Southern Hemisphere circulation trends to external forcing and internal variability von Franzke, C L E, O'Kane, T J, Monselesan, D P, Risbey, J S, Horenko, I

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On Simultaneous Data-Based Dimension Reduction and Hidden Phase Identification von HORENKO, Illia

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Optimal Allocation of a Futures Portfolio Utilizing Numerical Market Phase Detection von Putzig, L., Becherer, D., Horenko, I.

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Metastable Decomposition of High-Dimensional Meteorological Data with Gaps von Horenko, Illia, Dolaptchiev, Stamen I, Eliseev, Alexey V, Mokhov, Igor I, Klein, Rupert

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A theoretical model for molecules interacting with intense laser pulses: The Floquet-based quantum-classical Liouville equation von Horenko, Illia, Schmidt, Burkhard, Schütte, Christof

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Supplemental Figures for "On the comparative utility of entropic learning versus deep learning for long-range ENSO prediction" von Groom, Michael

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Towards a Stochastic Closure Approach for Large Eddy Simulation von Larcher, Th. von, Klein, R., Horenko, I., Metzner, P., Waidmann, M., Igdalov, D., Beck, A. D., Gassner, G. J., Munz, C. D.

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On a Scalable Entropic Breaching of the Overfitting Barrier for Small Data Problems in Machine Learning von Horenko, Illia

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Cheap robust learning of data anomalies with analytically solvable entropic outlier sparsification von Horenko, Illia

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PUBLIC ADMINISTRATION IN THE CONDITIONS OF GLOBALIZATION von Horenko, Yuliia

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On the Identification of Nonstationary Factor Models and Their Application to Atmospheric Data Analysis von HORENKO, Illia

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Global democracy: conceptualization of the concept von Yuliia Horenko

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Toward a direct and scalable identification of reduced models for categorical processes von Gerber, Susanne, Horenko, Illia

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Finite Element Approach to Clustering of Multidimensional Time Series von Horenko, Illia

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Nonstationarity in Multifactor Models of Discrete Jump Processes, Memory, and Application to Cloud Modeling von HORENKO, Illia

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On Entropic Learning from Noisy Time Series in the Small Data Regime von Bassetti, Davide, Pospíšil, Lukáš, Horenko, Illia

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Clustering and control for adaptation uncovers time-warped spike time patterns in cortical networks in vivo von Isbister, James B., Reyes-Puerta, Vicente, Sun, Jyh-Jang, Horenko, Illia, Luhmann, Heiko J.

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On Robust Estimation of Low-Frequency Variability Trends in Discrete Markovian Sequences of Atmospheric Circulation Patterns von HORENKO, Illia

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On clustering of non-stationary meteorological time series von Horenko, Illia

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