Georg Dorffner

81 papers A 2B 5C 5Misc 2Journal 33Unranked 30

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Standardized low-resolution brain electromagnetic tomography does not improve EEG Alzheimer's disease assessment. NeuroImage Wolfgang Fruehwirt, Martin Mairhofer, Andreas Hahn, Heinrich Garn, Markus Waser, Reinhold Schmidt, Thomas Benke, Peter Dal-Bianco, Gerhard Ransmayr, Dieter Grossegger, Stephen J. Roberts, Georg Dorffner
2023	J	`jnl`	Improving Generalization Capability of Deep Learning-Based Nuclei Instance Segmentation by Non-deterministic Train Time and Deterministic Test Time Stain Normalization. CoRR Amirreza Mahbod, Georg Dorffner, Isabella Ellinger, Ramona Woitek, Sepideh Hatamikia
2023	J	`jnl`	NuInsSeg: A Fully Annotated Dataset for Nuclei Instance Segmentation in H&E-Stained Histological Images. CoRR Amirreza Mahbod, Christine Polak, Katharina Feldmann, Rumsha Khan, Katharina Gelles, Georg Dorffner, Ramona Woitek, Sepideh Hatamikia, Isabella Ellinger
2022	J	`jnl`	A global analysis of metrics used for measuring performance in natural language processing. CoRR Kathrin Blagec, Georg Dorffner, Milad Moradi, Simon Ott, Matthias Samwald
2022	J	`jnl`	Relational local electroencephalography representations for sleep scoring. Neural Networks Georg Brandmayr, Manfred Martin Hartmann, Franz Fürbass, Gerald Matz, Matthias Samwald, Tilmann Kluge, Georg Dorffner
2021	J	`jnl`	CryoNuSeg: A Dataset for Nuclei Instance Segmentation of Cryosectioned H&E-Stained Histological Images. CoRR Amirreza Mahbod, Gerald Schaefer, Benjamin Bancher, Christine Löw, Georg Dorffner, Rupert Ecker, Isabella Ellinger
2021	J	`jnl`	CryoNuSeg: A dataset for nuclei instance segmentation of cryosectioned H&E-stained histological images. Comput. Biol. Medicine Amirreza Mahbod, Gerald Schaefer, Benjamin Bancher, Christine Löw, Georg Dorffner, Rupert Ecker, Isabella Ellinger
2021	—	`conf`	Improving Mask R-CNN for Nuclei Instance Segmentation in Hematoxylin & Eosin-Stained Histological Images. COMPAY@MICCAI Benjamin Bancher, Amirreza Mahbod, Isabella Ellinger, Rupert Ecker, Georg Dorffner
2021	—	`conf`	Self-Attention Long-Term Dependency Modelling in Electroencephalography Sleep Stage Prediction. ICONIP (3) Georg Brandmayr, Manfred Martin Hartmann, Franz Fürbass, Georg Dorffner
2020	J	`jnl`	A critical analysis of metrics used for measuring progress in artificial intelligence. CoRR Kathrin Blagec, Georg Dorffner, Milad Moradi, Matthias Samwald
2020	J	`jnl`	Deep contextualized embeddings for quantifying the informative content in biomedical text summarization. Comput. Methods Programs Biomed. Milad Moradi, Georg Dorffner, Matthias Samwald
2020	B	`conf`	Investigating and Exploiting Image Resolution for Transfer Learning-based Skin Lesion Classification. ICPR Amirreza Mahbod, Gerald Schaefer, Chunliang Wang, Rupert Ecker, Georg Dorffner, Isabella Ellinger
2020	J	`jnl`	Investigating and Exploiting Image Resolution for Transfer Learning-based Skin Lesion Classification. CoRR Amirreza Mahbod, Gerald Schaefer, Chunliang Wang, Rupert Ecker, Georg Dorffner, Isabella Ellinger
2020	J	`jnl`	Transfer learning using a multi-scale and multi-network ensemble for skin lesion classification. Comput. Methods Programs Biomed. Amirreza Mahbod, Gerald Schaefer, Chunliang Wang, Georg Dorffner, Rupert Ecker, Isabella Ellinger
2019	—	`conf`	Using hyperbolic large-margin classifiers for biological link prediction. SemDeep@IJCAI Asan Agibetov, Georg Dorffner, Matthias Samwald
2018	J	`jnl`	Bayesian deep neural networks for low-cost neurophysiological markers of Alzheimer's disease severity. CoRR Wolfgang Fruehwirt, Adam D. Cobb, Martin Mairhofer, Leonard Weydemann, Heinrich Garn, Reinhold Schmidt, Thomas Benke, Peter Dal-Bianco, Gerhard Ransmayr, Markus Waser, Dieter Grossegger, Pengfei Zhang, Georg Dorffner, Stephen J. Roberts
2017	B	`conf`	Bayesian Gaussian Process Classification from Event-Related Brain Potentials in Alzheimer's Disease. AIME Wolfgang Fruehwirt, Pengfei Zhang, Matthias Gerstgrasser, Dieter Grossegger, Reinhold Schmidt, Thomas Benke, Peter Dal-Bianco, Gerhard Ransmayr, Leonard Weydemann, Heinrich Garn, Markus Waser, Michael A. Osborne, Georg Dorffner
2017	B	`conf`	Echo State Networks as Novel Approach for Low-Cost Myoelectric Control. AIME Cosima Prahm, Alexander Schulz, Benjamin Paaßen, Oskar Aszmann, Barbara Hammer, Georg Dorffner
2017	B	`conf`	Estimation of Sleep Quality by Using Microstructure Profiles. AIME Zuzana Rost'áková, Georg Dorffner, Önder Aydemir, Roman Rosipal
2012	J	`jnl`	Extracting more information from EEG recordings for a better description of sleep. Comput. Methods Programs Biomed. Achim Lewandowski, Roman Rosipal, Georg Dorffner
2008	J	`jnl`	Adaptive Machine Learning in Delayed Feedback Domains by Selective Relearning. Appl. Artif. Intell. Marcus-Christopher Ludl, Achim Lewandowski, Georg Dorffner
2008	J	`jnl`	Neural Network Models for Conditional Distribution Under Bayesian Analysis. Neural Comput. Tatiana Miazhynskaia, Sylvia Frühwirth-Schnatter, Georg Dorffner
2008	—	`ed.`	Towards Affordance-Based Robot Control - International Seminar, Dagstuhl Castle, Germany, June 5-9, 2006. Revised Papers Towards Affordance-Based Robot Control Erich Rome, Joachim Hertzberg, Georg Dorffner
2007	—	`conf`	EEG-Based Drivers' Drowsiness Monitoring Using a Hierarchical Gaussian Mixture Model. HCI (16) Roman Rosipal, Björn Peters, Göran Kecklund, Torbjörn Åkerstedt, Georg Gruber, Michael Woertz, Peter Anderer, Georg Dorffner
2007	Misc	`conf`	Perception and Developmental Learning of Affordances in Autonomous Robots. KI Lucas Paletta, Gerald Fritz, Florian Kintzler, Jörg Irran, Georg Dorffner
2006	—	`conf`	06231 Abstracts Collection - Towards Affordance-Based Robot Control. Towards Affordance-Based Robot Control Erich Rome, Patrick Doherty, Georg Dorffner, Joachim Hertzberg
2006	—	`conf`	06231 Executive Summary - Towards Affordance-based Robot Control. Towards Affordance-Based Robot Control Erich Rome, Joachim Hertzberg, Georg Dorffner, Patrick Doherty
2006	J	`jnl`	Bayesian testing for non-linearity in volatility modeling. Comput. Stat. Data Anal. Tatiana Miazhynskaia, Sylvia Frühwirth-Schnatter, Georg Dorffner
2006	A	`conf`	Learning Predictive Features in Affordance based Robotic Perception Systems. IROS Gerald Fritz, Lucas Paletta, Ralph Breithaupt, Erich Rome, Georg Dorffner
2006	—	`conf`	The MACS Project: An Approach to Affordance-Inspired Robot Control. Towards Affordance-Based Robot Control Erich Rome, Lucas Paletta, Erol Sahin, Georg Dorffner, Joachim Hertzberg, Ralph Breithaupt, Gerald Fritz, Jörg Irran, Florian Kintzler, Christopher Lörken, Stefan May, Emre Ugur
2006	—	`ed.`	Towards Affordance-Based Robot Control, 05.06. - 09.06.2006 Towards Affordance-Based Robot Control Erich Rome, Patrick Doherty, Georg Dorffner, Joachim Hertzberg
2006	—	`conf`	Visual Learning of Affordance Based Cues. SAB Gerald Fritz, Lucas Paletta, Manish Kumar, Georg Dorffner, Ralph Breithaupt, Erich Rome
2005	J	`jnl`	A reliable probabilistic sleep stager based on a single EEG signal. Artif. Intell. Medicine Arthur Flexer, Georg Gruber, Georg Dorffner
2005	J	`jnl`	Using ICA for removal of ocular artifacts in EEG recorded from blind subjects. Neural Networks Arthur Flexer, Herbert Bauer, Jürgen Pripfl, Georg Dorffner
2003	C	`conf`	Risk Management Application of the Recurrent Mixture Density Network Models. ICANN Tatiana Miazhynskaia, Georg Dorffner, Engelbert J. Dockner
2003	J	`jnl`	Simulation and Validation of an Integrated Markets Model. J. Artif. Soc. Soc. Simul. Brian Sallans, Alexander Pfister, Alexandros Karatzoglou, Georg Dorffner
2002	J	`jnl`	An Automatic, Continuous and Probabilistic Sleep Stager Based on a Hidden Markov Model. Appl. Artif. Intell. Arthur Flexer, Georg Dorffner, Peter Sykacek, Iead Rezek
2002	C	`conf`	Continuous Unsupervised Sleep Staging Based on a Single EEG Signal. ICANN Arthur Flexer, Georg Gruber, Georg Dorffner
2002	—	`conf`	Improvements on continuous unsupervised sleep staging. NNSP Arthur Flexer, Georg Gruber, Georg Dorffner
2002	J	`jnl`	Improving Biosignal Processing through Modeling Uncertainty: Bayes vs. Non-Bayes in Sleep Staging. Appl. Artif. Intell. Peter Sykacek, Georg Dorffner, Peter Rappelsberger, Josef Zeitlhofer
2001	C	`conf`	A Probabilistic Approach to High-Resolution Sleep Analysis. ICANN Peter Sykacek, Stephen J. Roberts, Iead Rezek, Arthur Flexer, Georg Dorffner
2001	C	`ed.`	Artificial Neural Networks - ICANN 2001, International Conference Vienna, Austria, August 21-25, 2001 Proceedings ICANN Georg Dorffner, Horst Bischof, Kurt Hornik
2001	J	`jnl`	Financial volatility trading using recurrent neural networks. IEEE Trans. Neural Networks Peter Tiño, Christian Schittenkopf, Georg Dorffner
2001	J	`jnl`	Predicting the Future of Discrete Sequences from Fractal Representations of the Past. Mach. Learn. Peter Tiño, Georg Dorffner
2001	J	`jnl`	Risk-neutral density extraction from option prices: improved pricing with mixture density networks. IEEE Trans. Neural Networks Christian Schittenkopf, Georg Dorffner
2001	C	`conf`	Single Trial Estimation of Evoked Potentials Using Gaussian Mixture Models with Integrated Noise Component. ICANN Arthur Flexer, Herbert Bauer, Claus Lamm, Georg Dorffner
2001	J	`jnl`	The Effect of Incentive Schemes and Organizational Arrangements on the New Product Development Process. Manag. Sci. Martin Natter, Andreas Mild, Markus Feurstein, Georg Dorffner, Alfred Taudes
2001	J	`jnl`	Volatility Trading ia Temporal Pattern Recognition in Quantised Financial Time Series. Pattern Anal. Appl. Peter Tiño, Christian Schittenkopf, Georg Dorffner
2000	—	`conf`	Extraction of Sleep-Spindles from the Electroencephalogram (EEG). ANNIMAB Allan Kardec Barros, Roman Rosipal, Mark A. Girolami, Georg Dorffner, Noboru Ohnishi
2000	—	`conf`	Hierarchical Coordination of Economic Agents. HICSS Markus Feurstein, Martin Natter, Alfred Taudes, Georg Dorffner
2000	—	`conf`	Learning in the Artificial Factory. HICSS Martin Natter, Markus Feurstein, Andreas Mild, Alfred Taudes, Michael Trcka, Georg Dorffner, Christian Merz
2000	—	`conf`	Modelling Uncertainty in Biomedical Applications of Neural Networks. ANNIMAB Georg Dorffner, Peter Sykacek, Christian Schittenkopf
2000	—	`conf`	The profitability of trading volatility using real-valued and symbolic models. CIFEr Christian Schittenkopf, Peter Tiño, Georg Dorffner
2000	—	`conf`	Using Hidden Markov Models to Build an Automatic, Continuous and Probabilistic Sleep Stager. IJCNN (3) Arthur Flexer, Peter Sykacek, Georg Dorffner, Iead Rezek
1999	—	`conf`	A Comparison of Linear and Non-linear Classifiers for the Detection of Coronary Artery Disease in Stress-ECG. AIMDM Georg Dorffner, Ernst Leitgeb, Heinz Koller
1999	—	`conf`	Building Predictive Models from Fractal Representations of Symbolic Sequences. NIPS Peter Tiño, Georg Dorffner
1999	—	`conf`	Fat tails and non-linearity in volatility models: what is more important? CIFEr Christian Schittenkopf, Georg Dorffner, Engelbert J. Dockner
1999	—	`conf`	Graded Grammaticality in Prediction Fractal Machines. NIPS Shan Parfitt, Peter Tiño, Georg Dorffner
1998	J	`jnl`	Neural networks for recognizing patterns in cardiotocograms. Artif. Intell. Medicine Claudia Ulbricht, Georg Dorffner, Andreas Lee
1998	—	`conf`	Recurrent Neural Networks with Iterated Function Systems Dynamics. NC Peter Tiño, Georg Dorffner
1998	—	`conf`	Understanding State Space Organization in Recurrent Neural Networks with Iterative Function Systems Dynamics. Hybrid Neural Systems Peter Tiño, Georg Dorffner, Christian Schittenkopf
1997	—	`conf`	Experiences with Bayesian Learning in a Real World Application. NIPS Peter Sykacek, Georg Dorffner, Peter Rappelsberger, Josef Zeitlhofer
1997	J	`jnl`	Synergies between Statistical Data Analysis and Neural Networks in the Control of Rotary Blood Pumps. Cybern. Syst. Georg Dorffner, Christian Stöcklmayer, Christian Schmidt, Heinrich Schima
1994	J	`jnl`	On using feedforward neural networks for clinical diagnostic tasks. Artif. Intell. Medicine Georg Dorffner, Gerold Porenta
1994	J	`jnl`	Why Connectionism and Language Modelling Need DETE. Connect. Sci. Georg Dorffner
1993	J	`jnl`	How connectionism can change AI and the way we think about ourselves. Appl. Artif. Intell. Georg Dorffner
1992	—	`conf`	An Introduction to Neurocomputing and its Possible Role in AI. Advanced Topics in Artificial Intelligence Georg Dorffner
1992	—	`conf`	Concept Support as a Method for Programming Neural Networks with Symbolic Knowledge. GWAI Erich Prem, Markus Mackinger, Georg Dorffner, Gerold Porenta, Heinz Sochor
1992	A	`conf`	On the Virtues of Functional Connectionist Compositionality. ECAI Georg Dorffner, Manfred Rotter
1991	—	`book`	Konnektionismus - von neuronalen Netzwerken zu einer natürlichen KI. Georg Dorffner
1991	—	`conf`	Theory and Practice of Neural Networks. Wissensbasierte Systeme Georg Dorffner, Erich Prem, Claudia Ulbricht, Herbert Wiklicky
1990	—	`conf`	A Radical View on Connectionist Language Modeling. ÖGAI Georg Dorffner
1990	B	`conf`	Integrating Stress and Intonation into a Concept-to-Speech System. COLING Georg Dorffner, Ernst Buchberger, Markus Kommenda
1990	—	`ed.`	Konnektionismus in Artificial Intelligence und Kognitionsforschung. Proceedings 6. Österreichische Artificial Intelligence-Tagung (KONNAI), Salzburg, Österreich, 18. bis 21. September 1990 ÖGAI Georg Dorffner
1990	—	`conf`	Struktur und Konzeptrelationen in verteilten Netzwerken. ÖGAI Manfred Rotter, Georg Dorffner
1989	J	`jnl`	An expert advising system with acoustic output. SIGART Newsl. Harald Trost, Ernst Buchberger, Georg Dorffner
1989	—	`conf`	Konnektionismus in der AI. ÖGAI Georg Dorffner
1989	J	`jnl`	Replacing symbolic rule systems with PDO Networks - Netzsprech: a German Example. Appl. Artif. Intell. Georg Dorffner
1987	—	`conf`	Parsing Phonetic Segments into Syllables. ÖGAI Georg Dorffner, Stanley C. Kwasny, Robert F. Port
1985	Misc	`conf`	GRAPHON-the Vienna speech systhesis system for arbitrary German text. ICASSP Georg Dorffner, Markus Kommenda, Gernot Kubin
1985	—	`conf`	Morphologische Analyse und intelligente Fehlerkorrektur in VIE-LANG. ÖGAI Georg Dorffner, Harald Trost