Two strategies to avoid overfitting in feedforward networks von SCHITTENKOPF, C, DECO, G, BRAUER, W

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Financial volatility trading using recurrent neural networks von Tino, P., Schittenkopf, C., Dorffner, G.

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GARCH vs. stochastic volatility: Option pricing and risk management von Lehar, Alfred, Scheicher, Martin, Schittenkopf, Christian

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Risk-neutral density extraction from option prices: improved pricing with mixture density networks von Schittenkopf, C., Dorffner, G.

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Forecasting time-dependent conditional densities: a semi non-parametric neural network approach von Schittenkopf, Christian, Dorffner, Georg, Dockner, Engelbert J.

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The benefit of information reduction for trading strategies von Schittenkopf, Christian, Tiňo, Peter, Dorffner, Georg

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An information-theoretic measure for the classification of time series von Schittenkopf, Christian, Deco, Gustavo

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Identification of deterministic chaos by an information-theoretic measure of the sensitive dependence on the initial conditions von Schittenkopf, Christian, Deco, Gustavo

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Volatility Trading ia Temporal Pattern Recognition in Quantised Financial Time Series von Tinù, Peter, Schittenkopf, Christian, Dorffner, Georg

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Exploring the intrinsic information loss in single-humped maps by refining multi-symbol partitions von Schittenkopf, Christian, Deco, Gustavo

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Testing nonlinear Markovian hypotheses in dynamical systems von Schittenkopf, Christian, Deco, Gustavo

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Forecasting time-dependent conditional densities: A semi-nonparametric neural network approach von Schittenkopf, Christian, Dorffner, Georg, Dockner, Engelbert J

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Volatility trading via temporal pattern recognition in quantised financial time series von TINO, Peter, SCHITTENKOPF, Christian, DORFFNER, Georg

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Determining the Information Flow of Dynamical Systems from Continuous Probability Distributions von Deco, Gustavo, Schittenkopf, Christian, Schürmann, Bernd

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Nonlinear modelling of the daily heart rhythm von Silipo, Rosaria, Deco, Gustavo, Vergassola, Rossano, Schittenkopf, Christian, Gremigni, Celio

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On Nonlinear, Stochastic Dynamics in Economic and Financial Time Series von Schittenkopf, Christian, Dorffner, Georg, Dockner, Engelbert J.

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Finite automata-models for the investigation of dynamical systems von Schittenkopf, Christian, Deco, Gustavo, Brauer, Wilfried

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Understanding State Space Organization in Recurrent Neural Networks with Iterative Function Systems Dynamics von Tiňo, Peter, Dorffner, Georg, Schittenkopf, Christian

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On Nonlinear, Stochastic Dynamics in Economic and Financial Time Series von Schittenkopf, Christian, Dockner, Engelbert J, Dorffner, Georg

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On Nonlinear, Stochastic Dynamics in Economic and Financial Time Series von Schittenkopf, Christian, Dorffner, Georg, Dockner, Engelbert J

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