Hans-Georg Zimmermann

Publication Activity (10 Years)

Years Active: 1988-2020
Publications (10 Years): 3

Top Topics

Error Correction

Recurrent Neural Networks

Top Venues

Künstliche Intell.

Publications

Mhlasakululeka Mvubu, Emmanuel Kabuga, Christian Plitz, Bubacarr Bah, Ronnie Becker, Hans-Georg Zimmermann
On Error Correction Neural Networks for Economic Forecasting. FUSION (2020)
Michel Tokic, Anja von Beuningen, Christoph Tietz, Hans-Georg Zimmermann
Handling missing data in recurrent neural networks for air quality forecasting. ESANN (2020)
Mhlasakululeka Mvubu, Emmanuel Kabuga, Christian Plitz, Bubacarr Bah, Ronnie Becker, Hans-Georg Zimmermann
On Error Correction Neural Networks for Economic Forecasting. CoRR (2020)
Alexey Minin, Alois C. Knoll, Hans-Georg Zimmermann
Complex Valued Artificial Recurrent Neural Network as a Novel Approach to Model the Perceptual Binding Problem. ESANN (2012)
Hans-Georg Zimmermann, Christoph Tietz, Ralph Grothmann, Thomas A. Runkler
Recurrent Neural Networks for Industrial Procurement Decisions. Künstliche Intell. 26 (4) (2012)
Hans-Georg Zimmermann, Ralph Grothmann, Christoph Tietz
Forecasting Market Prices with Causal-Retro-Causal Neural Networks. OR (2011)
Hans-Georg Zimmermann, Alexey Minin, Victoria Kusherbaeva
Historical Consistent Complex Valued Recurrent Neural Network. ICANN (1) (2011)
Hans-Georg Zimmermann, Alexey Minin, Victoria Kusherbaeva
Comparison of the Complex Valued and Real Valued Neural Networks Trained with Gradient Descent and Random Search Algorithms. ESANN (2011)
Hans-Georg Zimmermann, Ralph Grothmann, Christoph Tietz, Holger von Jouanne-Diedrich
Market Modeling, Forecasting and Risk Analysis with Historical Consistent Neural Networks. OR (2010)
Anton Maximilian Schäfer, Steffen Udluft, Hans-Georg Zimmermann
Learning long-term dependencies with recurrent neural networks. Neurocomputing 71 (13-15) (2008)
Anton Maximilian Schäfer, Hans-Georg Zimmermann
Recurrent Neural Networks are Universal approximators. Int. J. Neural Syst. 17 (4) (2007)
Anton Maximilian Schäfer, Steffen Udluft, Hans-Georg Zimmermann
The Recurrent Control Neural Network. ESANN (2007)
Anton Maximilian Schäfer, Hans-Georg Zimmermann
Recurrent Neural Networks Are Universal Approximators. ICANN (1) (2006)
Anton Maximilian Schäfer, Steffen Udluft, Hans-Georg Zimmermann
Learning Long Term Dependencies with Recurrent Neural Networks. ICANN (1) (2006)
Hans-Georg Zimmermann, Lorenzo Bertolini, Ralph Grothmann, Anton Maximilian Schäfer, Christoph Tietz
A Technical Trading Indicator Based on Dynamical Consistent Neural Networks. ICANN (2) (2006)
Hans-Georg Zimmermann, Ralph Grothmann
Optimal asset allocation for a large number of investment opportunities. Intell. Syst. Account. Finance Manag. 13 (1) (2005)
Hans-Georg Zimmermann, Christoph Tietz, Ralph Grothmann
Yield curve forecasting by error correction neural networks and partial learning. ESANN (2002)
Hans-Georg Zimmermann, Ralph Neuneier, Ralph Grothmann
Undershooting: modeling dynamical systems by time grid refinements. ESANN (2002)
Çaglayan Erdem, Hans-Georg Zimmermann
Segmental duration control by time delay neural networks with asymmetric causal and retro-causal information flows. ESANN (2002)
Çaglayan Erdem, Hans-Georg Zimmermann
A data-driven method for input feature selection within neural prosody generation. ICASSP (2002)
Achim F. Müller, Hans-Georg Zimmermann
Symbolic Prosody Modeling by Causal Retro-causal NNs with Variable Context Length. ICANN (2001)
Çaglayan Erdem, Hans-Georg Zimmermann
Segmental duration control with asymmetric causal retro-causal neural networks. SSW (2001)
Hans-Georg Zimmermann, Ralph Neuneier, Ralph Grothmann
Multi-agent modeling of multiple FX-markets by neural networks. IEEE Trans. Neural Networks 12 (4) (2001)
Horst-Udo Hain, Hans-Georg Zimmermann
A multi-lingual system for the determination of phonetic word stress using soft feature selection by neural networks. SSW (2001)
Hans-Georg Zimmermann, Ralph Neuneier, Ralph Grothmann
Active Portfolio-Management based on Error Correction Neural Networks. NIPS (2001)
Hans-Georg Zimmermann, Ralph Neuneier, Ralph Grothmann
Multi-agent FX-Market Modeling Based on Cognitive Systems. ICANN (2001)
Hans-Georg Zimmermann, Ralph Neuneier, Ralph Grothmann
Modeling of the German Yield Curve by Error Correction Neural Networks. IDEAL (2000)
Achim F. Müller, Hans-Georg Zimmermann, Ralph Neuneier
Robust generation of symbolic prosody by a neural classifier based on autoassociators. ICASSP (2000)
Hans-Georg Zimmermann, Ralph Neuneier
The Observer-Observation Dilemma in Neuro-Forecasting. NIPS (1997)
Ralph Neuneier, Hans-Georg Zimmermann
Neuro-Fuzzy Methoden in der Finanzanalyse. Künstliche Intell. 10 (4) (1996)
Volker Tresp, Ralph Neuneier, Hans-Georg Zimmermann
Early Brain Damage. NIPS (1996)
Hans-Georg Zimmermann
Neural Networks - The Future of Forecasting in Finance? SNN Symposium on Neural Networks (1995)
Gustavo Deco, William Finnoff, Hans-Georg Zimmermann
Unsupervised Mutual Information Criterion for Elimination of Overtraining in Supervised Multilayer Networks. Neural Comput. 7 (1) (1995)
William Finnoff, Ferdinand Hergert, Hans-Georg Zimmermann
Improving model selection by nonconvergent methods. Neural Networks 6 (6) (1993)
William Finnoff, Ferdinand Hergert, Hans-Georg Zimmermann
Extended Regularization Methods for Nonconvergent Model Selection. NIPS (1992)
Wolfram Büttner, Ferdinand Hergert, Bernd Schürmann, Hans-Georg Zimmermann
Grundlagenforschung und Softwareentwicklung im Siemensprojekt "Neurodemonstrator". Wissensbasierte Systeme (1989)
Hans-Georg Zimmermann
Update-Techniken in der Transientenanalyse von elektrischen Netzwerken. Simulationstechnik (1988)