Hans-Georg Zimmermann

43 papers B 8C 4Misc 2Journal 10Unranked 16

Year	Rank	Type	Title / Venue / Authors
2024	J	`jnl`	Introducing ProsperNN - a Python package for forecasting with neural networks. PeerJ Comput. Sci. Nico Beck, Julia Schemm, Claudia Ehrig, Benedikt Sonnleitner, Ursula Neumann, Hans-Georg Zimmermann
2023	—	`conf`	Wind Power Prediction with HCNNs for Turbines. ICECET Rockefeller Rockefeller, Bubacarr Bah, Hans-Georg Zimmermann, Vukosi Marivate
2020	B	`conf`	Handling missing data in recurrent neural networks for air quality forecasting. ESANN Michel Tokic, Anja von Beuningen, Christoph Tietz, Hans-Georg Zimmermann
2020	C	`conf`	On Error Correction Neural Networks for Economic Forecasting. FUSION Mhlasakululeka Mvubu, Emmanuel Kabuga, Christian Plitz, Bubacarr Bah, Ronnie Becker, Hans-Georg Zimmermann
2020	J	`jnl`	On Error Correction Neural Networks for Economic Forecasting. CoRR Mhlasakululeka Mvubu, Emmanuel Kabuga, Christian Plitz, Bubacarr Bah, Ronnie Becker, Hans-Georg Zimmermann
2012	B	`conf`	Complex Valued Artificial Recurrent Neural Network as a Novel Approach to Model the Perceptual Binding Problem. ESANN Alexey Minin, Alois C. Knoll, Hans-Georg Zimmermann
2012	—	`ch.`	Forecasting with Recurrent Neural Networks: 12 Tricks. Neural Networks: Tricks of the Trade (2nd ed.) Hans-Georg Zimmermann, Christoph Tietz, Ralph Grothmann
2012	—	`ch.`	How to Train Neural Networks. Neural Networks: Tricks of the Trade (2nd ed.) Ralph Neuneier, Hans-Georg Zimmermann
2012	J	`jnl`	Recurrent Neural Networks for Industrial Procurement Decisions. Künstliche Intell. Hans-Georg Zimmermann, Christoph Tietz, Ralph Grothmann, Thomas A. Runkler
2011	B	`conf`	Comparison of the Complex Valued and Real Valued Neural Networks Trained with Gradient Descent and Random Search Algorithms. ESANN Hans-Georg Zimmermann, Alexey Minin, Victoria Kusherbaeva
2011	—	`conf`	Forecasting Market Prices with Causal-Retro-Causal Neural Networks. OR Hans-Georg Zimmermann, Ralph Grothmann, Christoph Tietz
2011	—	`conf`	Historical Consistent Complex Valued Recurrent Neural Network. ICANN (1) Hans-Georg Zimmermann, Alexey Minin, Victoria Kusherbaeva
2010	—	`conf`	Market Modeling, Forecasting and Risk Analysis with Historical Consistent Neural Networks. OR Hans-Georg Zimmermann, Ralph Grothmann, Christoph Tietz, Holger von Jouanne-Diedrich
2008	J	`jnl`	Learning long-term dependencies with recurrent neural networks. Neurocomputing Anton Maximilian Schäfer, Steffen Udluft, Hans-Georg Zimmermann
2007	J	`jnl`	Recurrent Neural Networks are Universal approximators. Int. J. Neural Syst. Anton Maximilian Schäfer, Hans-Georg Zimmermann
2007	B	`conf`	The Recurrent Control Neural Network. ESANN Anton Maximilian Schäfer, Steffen Udluft, Hans-Georg Zimmermann
2006	—	`conf`	A Technical Trading Indicator Based on Dynamical Consistent Neural Networks. ICANN (2) Hans-Georg Zimmermann, Lorenzo Bertolini, Ralph Grothmann, Anton Maximilian Schäfer, Christoph Tietz
2006	—	`conf`	Learning Long Term Dependencies with Recurrent Neural Networks. ICANN (1) Anton Maximilian Schäfer, Steffen Udluft, Hans-Georg Zimmermann
2006	—	`conf`	Recurrent Neural Networks Are Universal Approximators. ICANN (1) Anton Maximilian Schäfer, Hans-Georg Zimmermann
2005	B	`conf`	Dynamical consistent recurrent neural networks. IJCNN Hans-Georg Zimmermann, Ralph Grothmann, Anton Maximilian Schäfer, Christoph Tietz
2005	J	`jnl`	Optimal asset allocation for a large number of investment opportunities. Intell. Syst. Account. Finance Manag. Hans-Georg Zimmermann, Ralph Grothmann
2002	Misc	`conf`	A data-driven method for input feature selection within neural prosody generation. ICASSP Çaglayan Erdem, Hans-Georg Zimmermann
2002	B	`conf`	Segmental duration control by time delay neural networks with asymmetric causal and retro-causal information flows. ESANN Çaglayan Erdem, Hans-Georg Zimmermann
2002	B	`conf`	Undershooting: modeling dynamical systems by time grid refinements. ESANN Hans-Georg Zimmermann, Ralph Neuneier, Ralph Grothmann
2002	B	`conf`	Yield curve forecasting by error correction neural networks and partial learning. ESANN Hans-Georg Zimmermann, Christoph Tietz, Ralph Grothmann
2001	—	`conf`	A multi-lingual system for the determination of phonetic word stress using soft feature selection by neural networks. SSW Horst-Udo Hain, Hans-Georg Zimmermann
2001	—	`conf`	Active Portfolio-Management based on Error Correction Neural Networks. NIPS Hans-Georg Zimmermann, Ralph Neuneier, Ralph Grothmann
2001	C	`conf`	Multi-agent FX-Market Modeling Based on Cognitive Systems. ICANN Hans-Georg Zimmermann, Ralph Neuneier, Ralph Grothmann
2001	J	`jnl`	Multi-agent modeling of multiple FX-markets by neural networks. IEEE Trans. Neural Networks Hans-Georg Zimmermann, Ralph Neuneier, Ralph Grothmann
2001	—	`conf`	Segmental duration control with asymmetric causal retro-causal neural networks. SSW Çaglayan Erdem, Hans-Georg Zimmermann
2001	C	`conf`	Symbolic Prosody Modeling by Causal Retro-causal NNs with Variable Context Length. ICANN Achim F. Müller, Hans-Georg Zimmermann
2000	C	`conf`	Modeling of the German Yield Curve by Error Correction Neural Networks. IDEAL Hans-Georg Zimmermann, Ralph Neuneier, Ralph Grothmann
2000	Misc	`conf`	Robust generation of symbolic prosody by a neural classifier based on autoassociators. ICASSP Achim F. Müller, Hans-Georg Zimmermann, Ralph Neuneier
1997	—	`conf`	The Observer-Observation Dilemma in Neuro-Forecasting. NIPS Hans-Georg Zimmermann, Ralph Neuneier
1996	—	`conf`	Early Brain Damage. NIPS Volker Tresp, Ralph Neuneier, Hans-Georg Zimmermann
1996	—	`ch.`	How to Train Neural Networks. Neural Networks: Tricks of the Trade Ralph Neuneier, Hans-Georg Zimmermann
1996	J	`jnl`	Neuro-Fuzzy Methoden in der Finanzanalyse. Künstliche Intell. Ralph Neuneier, Hans-Georg Zimmermann
1995	—	`conf`	Neural Networks - The Future of Forecasting in Finance? SNN Symposium on Neural Networks Hans-Georg Zimmermann
1995	J	`jnl`	Unsupervised Mutual Information Criterion for Elimination of Overtraining in Supervised Multilayer Networks. Neural Comput. Gustavo Deco, William Finnoff, Hans-Georg Zimmermann
1993	J	`jnl`	Improving model selection by nonconvergent methods. Neural Networks William Finnoff, Ferdinand Hergert, Hans-Georg Zimmermann
1992	—	`conf`	Extended Regularization Methods for Nonconvergent Model Selection. NIPS William Finnoff, Ferdinand Hergert, Hans-Georg Zimmermann
1989	—	`conf`	Grundlagenforschung und Softwareentwicklung im Siemensprojekt "Neurodemonstrator". Wissensbasierte Systeme Wolfram Büttner, Ferdinand Hergert, Bernd Schürmann, Hans-Georg Zimmermann
1988	—	`conf`	Update-Techniken in der Transientenanalyse von elektrischen Netzwerken. Simulationstechnik Hans-Georg Zimmermann