An Information Theoretic Measure for the Classification of Time Series. - Christian Schittenkopf; Gustavo Deco (ICANN, 1996)

A Nonlinear Markovian Characterization of Time Series Using Neural Networks. - Christian Schittenkopf; Gustavo Deco (Foundations of Computer Science: Potential - Theory - Cognition, 1997)

Detecting non-linear dynamics in financial time series. - Christian Schittenkopf; Gustavo Deco (CIFEr, 1997)

Nonlinear Modelling of the Daily Heart Rhythm. - Rosaria Silipo; Gustavo Deco; Rossano Vergassola; Christian Schittenkopf; Celio Gremigni (ICANN, 1997)

Finit Automata-Models for the Investigation of Dynamical Systems. - Christian Schittenkopf; Gustavo Deco; Wilfried Brauer (Inf. Process. Lett., 1997)

Two Strategies to Avoid Overfitting in Feedforward Networks. - Christian Schittenkopf; Gustavo Deco; Wilfried Brauer (Neural Networks, 1997)

Dynamische Übertragung von Information in nichtlinearen Systemen. - Christian Schittenkopf (Utz, 1997)

Understanding State Space Organization in Recurrent Neural Networks with Iterative Function Systems Dynamics. - Peter Tiño; Georg Dorffner; Christian Schittenkopf (Hybrid Neural Systems, 1998)

Fat tails and non-linearity in volatility models: what is more important? - Christian Schittenkopf; Georg Dorffner; Engelbert J. Dockner (CIFEr, 1999)

Modelling Uncertainty in Biomedical Applications of Neural Networks. - Georg Dorffner; Peter Sykacek; Christian Schittenkopf (ANNIMAB, 2000)

The profitability of trading volatility using real-valued and symbolic models. - Christian Schittenkopf; Peter Tiño; Georg Dorffner (CIFEr, 2000)

Volatility Trading ia Temporal Pattern Recognition in Quantised Financial Time Series. - Peter Tiño; Christian Schittenkopf; Georg Dorffner (Pattern Anal. Appl., 2001)

Risk-neutral density extraction from option prices: improved pricing with mixture density networks. - Christian Schittenkopf; Georg Dorffner (IEEE Trans. Neural Networks, 2001)

Financial volatility trading using recurrent neural networks. - Peter Tiño; Christian Schittenkopf; Georg Dorffner (IEEE Trans. Neural Networks, 2001)