Hans-Georg Zimmermann

According to our database1, Hans-Georg Zimmermann authored at least 37 papers between 1988 and 2020.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2020
On Error Correction Neural Networks for Economic Forecasting.
Proceedings of the IEEE 23rd International Conference on Information Fusion, 2020

Handling missing data in recurrent neural networks for air quality forecasting.
Proceedings of the 28th European Symposium on Artificial Neural Networks, 2020

2012
Forecasting with Recurrent Neural Networks: 12 Tricks.
Proceedings of the Neural Networks: Tricks of the Trade - Second Edition, 2012

How to Train Neural Networks.
Proceedings of the Neural Networks: Tricks of the Trade - Second Edition, 2012

Recurrent Neural Networks for Industrial Procurement Decisions.
Künstliche Intell., 2012

Complex Valued Artificial Recurrent Neural Network as a Novel Approach to Model the Perceptual Binding Problem.
Proceedings of the 20th European Symposium on Artificial Neural Networks, 2012

2011
Forecasting Market Prices with Causal-Retro-Causal Neural Networks.
Proceedings of the Operations Research Proceedings 2011, Selected Papers of the International Conference on Operations Research (OR 2011), August 30, 2011

Historical Consistent Complex Valued Recurrent Neural Network.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2011, 2011

Comparison of the Complex Valued and Real Valued Neural Networks Trained with Gradient Descent and Random Search Algorithms.
Proceedings of the 19th European Symposium on Artificial Neural Networks, 2011

2010
Market Modeling, Forecasting and Risk Analysis with Historical Consistent Neural Networks.
Proceedings of the Operations Research Proceedings 2010, 2010

2008
Learning long-term dependencies with recurrent neural networks.
Neurocomputing, 2008

2007
Recurrent Neural Networks are Universal approximators.
Int. J. Neural Syst., 2007

The Recurrent Control Neural Network.
Proceedings of the 15th European Symposium on Artificial Neural Networks, 2007

2006
A Technical Trading Indicator Based on Dynamical Consistent Neural Networks.
Proceedings of the Artificial Neural Networks, 2006

2005
Optimal asset allocation for a large number of investment opportunities.
Intell. Syst. Account. Finance Manag., 2005

2002
A data-driven method for input feature selection within neural prosody generation.
Proceedings of the IEEE International Conference on Acoustics, 2002

Yield curve forecasting by error correction neural networks and partial learning.
Proceedings of the 10th Eurorean Symposium on Artificial Neural Networks, 2002

Undershooting: modeling dynamical systems by time grid refinements.
Proceedings of the 10th Eurorean Symposium on Artificial Neural Networks, 2002

Segmental duration control by time delay neural networks with asymmetric causal and retro-causal information flows.
Proceedings of the 10th Eurorean Symposium on Artificial Neural Networks, 2002

2001
Multi-agent modeling of multiple FX-markets by neural networks.
IEEE Trans. Neural Networks, 2001

A multi-lingual system for the determination of phonetic word stress using soft feature selection by neural networks.
Proceedings of the 4th ITRW on Speech Synthesis, Perthshire, Scotland, UK, August 29, 2001

Segmental duration control with asymmetric causal retro-causal neural networks.
Proceedings of the 4th ITRW on Speech Synthesis, Perthshire, Scotland, UK, August 29, 2001

Active Portfolio-Management based on Error Correction Neural Networks.
Proceedings of the Advances in Neural Information Processing Systems 14 [Neural Information Processing Systems: Natural and Synthetic, 2001

Multi-agent FX-Market Modeling Based on Cognitive Systems.
Proceedings of the Artificial Neural Networks, 2001

Symbolic Prosody Modeling by Causal Retro-causal NNs with Variable Context Length.
Proceedings of the Artificial Neural Networks, 2001

2000
Modeling of the German Yield Curve by Error Correction Neural Networks.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2000

Robust generation of symbolic prosody by a neural classifier based on autoassociators.
Proceedings of the IEEE International Conference on Acoustics, 2000

1997
The Observer-Observation Dilemma in Neuro-Forecasting.
Proceedings of the Advances in Neural Information Processing Systems 10, 1997

1996
Neuro-Fuzzy Methoden in der Finanzanalyse.
Künstliche Intell., 1996

Early Brain Damage.
Proceedings of the Advances in Neural Information Processing Systems 9, 1996

How to Train Neural Networks.
Proceedings of the Neural Networks: Tricks of the Trade, 1996

1995
Unsupervised Mutual Information Criterion for Elimination of Overtraining in Supervised Multilayer Networks.
Neural Comput., 1995

Neural Networks - The Future of Forecasting in Finance?
Proceedings of the Neural Networks: Artificial Intelligence and Industrial Applications, 1995

1993
Improving model selection by nonconvergent methods.
Neural Networks, 1993

1992
Extended Regularization Methods for Nonconvergent Model Selection.
Proceedings of the Advances in Neural Information Processing Systems 5, [NIPS Conference, Denver, Colorado, USA, November 30, 1992

1989
Grundlagenforschung und Softwareentwicklung im Siemensprojekt "Neurodemonstrator".
Proceedings of the Wissensbasierte Systeme, 1989

1988
Update-Techniken in der Transientenanalyse von elektrischen Netzwerken.
Proceedings of the Simulationstechnik, 1988


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