Georg Dorffner
Orcid: 0000-0002-3181-2576Affiliations:
- Medical University of Vienna
According to our database1,
Georg Dorffner
authored at least 74 papers
between 1985 and 2023.
Collaborative distances:
Collaborative distances:
Timeline
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Online presence:
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on zbmath.org
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on orcid.org
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on id.loc.gov
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on d-nb.info
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Bibliography
2023
Improving Generalization Capability of Deep Learning-Based Nuclei Instance Segmentation by Non-deterministic Train Time and Deterministic Test Time Stain Normalization.
CoRR, 2023
NuInsSeg: A Fully Annotated Dataset for Nuclei Instance Segmentation in H&E-Stained Histological Images.
CoRR, 2023
2022
Neural Networks, 2022
A global analysis of metrics used for measuring performance in natural language processing.
CoRR, 2022
2021
CryoNuSeg: A dataset for nuclei instance segmentation of cryosectioned H&E-stained histological images.
Comput. Biol. Medicine, 2021
Self-Attention Long-Term Dependency Modelling in Electroencephalography Sleep Stage Prediction.
Proceedings of the Neural Information Processing - 28th International Conference, 2021
Improving Mask R-CNN for Nuclei Instance Segmentation in Hematoxylin & Eosin-Stained Histological Images.
Proceedings of the MICCAI Workshop on Computational Pathology, 2021
2020
A critical analysis of metrics used for measuring progress in artificial intelligence.
CoRR, 2020
Deep contextualized embeddings for quantifying the informative content in biomedical text summarization.
Comput. Methods Programs Biomed., 2020
Transfer learning using a multi-scale and multi-network ensemble for skin lesion classification.
Comput. Methods Programs Biomed., 2020
Investigating and Exploiting Image Resolution for Transfer Learning-based Skin Lesion Classification.
Proceedings of the 25th International Conference on Pattern Recognition, 2020
2019
Proceedings of the 5th Workshop on Semantic Deep Learning, 2019
2018
Bayesian deep neural networks for low-cost neurophysiological markers of Alzheimer's disease severity.
CoRR, 2018
2017
Proceedings of the Artificial Intelligence in Medicine, 2017
Proceedings of the Artificial Intelligence in Medicine, 2017
Bayesian Gaussian Process Classification from Event-Related Brain Potentials in Alzheimer's Disease.
Proceedings of the Artificial Intelligence in Medicine, 2017
2012
Comput. Methods Programs Biomed., 2012
2008
Neural Comput., 2008
Appl. Artif. Intell., 2008
2007
Proceedings of the KI 2007: Advances in Artificial Intelligence, 2007
EEG-Based Drivers' Drowsiness Monitoring Using a Hierarchical Gaussian Mixture Model.
Proceedings of the Foundations of Augmented Cognition, 2007
2006
Comput. Stat. Data Anal., 2006
Proceedings of the From Animals to Animats 9, 2006
Proceedings of the 2006 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2006
Proceedings of the Towards Affordance-Based Robot Control, 2006
Proceedings of the Towards Affordance-Based Robot Control, 05.06. - 09.06.2006, 2006
Proceedings of the Towards Affordance-Based Robot Control, 05.06. - 09.06.2006, 2006
2005
Neural Networks, 2005
Artif. Intell. Medicine, 2005
2003
J. Artif. Soc. Soc. Simul., 2003
Proceedings of the Artificial Neural Networks and Neural Information Processing, 2003
2002
Improving Biosignal Processing through Modeling Uncertainty: Bayes vs. Non-Bayes in Sleep Staging.
Appl. Artif. Intell., 2002
An Automatic, Continuous and Probabilistic Sleep Stager Based on a Hidden Markov Model.
Appl. Artif. Intell., 2002
Proceedings of the 12th IEEE Workshop on Neural Networks for Signal Processing, 2002
Proceedings of the Artificial Neural Networks, 2002
2001
IEEE Trans. Neural Networks, 2001
Risk-neutral density extraction from option prices: improved pricing with mixture density networks.
IEEE Trans. Neural Networks, 2001
Volatility Trading ia Temporal Pattern Recognition in Quantised Financial Time Series.
Pattern Anal. Appl., 2001
Predicting the Future of Discrete Sequences from Fractal Representations of the Past.
Mach. Learn., 2001
The Effect of Incentive Schemes and Organizational Arrangements on the New Product Development Process.
Manag. Sci., 2001
Proceedings of the Artificial Neural Networks, 2001
Single Trial Estimation of Evoked Potentials Using Gaussian Mixture Models with Integrated Noise Component.
Proceedings of the Artificial Neural Networks, 2001
2000
Using Hidden Markov Models to Build an Automatic, Continuous and Probabilistic Sleep Stager.
Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000
Proceedings of the 33rd Annual Hawaii International Conference on System Sciences (HICSS-33), 2000
Proceedings of the 33rd Annual Hawaii International Conference on System Sciences (HICSS-33), 2000
Proceedings of the IEEE/IAFE/INFORMS 2000 Conference on Computational Intelligence for Financial Engineering, 2000
Proceedings of the Artificial Neural Networks in Medicine and Biology, 2000
Proceedings of the Artificial Neural Networks in Medicine and Biology, 2000
1999
Proceedings of the Advances in Neural Information Processing Systems 12, [NIPS Conference, Denver, Colorado, USA, November 29, 1999
Proceedings of the Advances in Neural Information Processing Systems 12, [NIPS Conference, Denver, Colorado, USA, November 29, 1999
Proceedings of the IEEE/IAFE 1999 Conference on Computational Intelligence for Financial Engineering, 1999
A Comparison of Linear and Non-linear Classifiers for the Detection of Coronary Artery Disease in Stress-ECG.
Proceedings of the Artificial Intelligence in Medicine. Joint European Conference on Artificial Intelligence in Medicine and Medical Decision Making, 1999
1998
Artif. Intell. Medicine, 1998
Recurrent Neural Networks with Iterated Function Systems Dynamics.
Proceedings of the International ICSC / IFAC Symposium on Neural Computation (NC 1998), 1998
Understanding State Space Organization in Recurrent Neural Networks with Iterative Function Systems Dynamics.
Proceedings of the Hybrid Neural Systems, 1998
1997
Synergies between Statistical Data Analysis and Neural Networks in the Control of Rotary Blood Pumps.
Cybern. Syst., 1997
Proceedings of the Advances in Neural Information Processing Systems 10, 1997
1994
Artif. Intell. Medicine, 1994
1993
Appl. Artif. Intell., 1993
1992
Proceedings of the GWAI-92: Advances in Artificial Intelligence, 16th German Conference on Artificial Intelligence, Bonn, Germany, August 31, 1992
On the Virtues of Functional Connectionist Compositionality.
Proceedings of the 10th European Conference on Artificial Intelligence, 1992
Proceedings of the Advanced Topics in Artificial Intelligence, 1992
1991
Proceedings of the Verteilte Künstliche Intelligenz und kooperatives Arbeiten, 1991
Konnektionismus - von neuronalen Netzwerken zu einer natürlichen KI.
Leitfäden der angewandten Informatik, Teubner, ISBN: 978-3-519-02455-2, 1991
1990
Proceedings of the Konnektionismus in Artificial Intelligence und Kognitionsforschung. Proceedings 6. Österreichische Artificial Intelligence-Tagung (KONNAI), 1990
Proceedings of the Konnektionismus in Artificial Intelligence und Kognitionsforschung. Proceedings 6. Österreichische Artificial Intelligence-Tagung (KONNAI), 1990
Proceedings of the 13th International Conference on Computational Linguistics, 1990
1989
Appl. Artif. Intell., 1989
Proceedings of the 5. Österreichische Artificial Intelligence-Tagung, 1989
1987
Proceedings of the 3. Österreichische Artificial Intelligence-Tagung, 1987
1985
Proceedings of the Österreichische Artificial Intelligence-Tagung, 1985
Proceedings of the IEEE International Conference on Acoustics, 1985