| 2008 |
|---|
| 44 | EE | Marcus-Christopher Ludl,
Achim Lewandowski,
Georg Dorffner:
Adaptive Machine Learning in Delayed Feedback Domains by Selective Relearning.
Applied Artificial Intelligence 22(6): 543-557 (2008) |
| 43 | EE | Tatiana Miazhynskaia,
Sylvia Frühwirth-Schnatter,
Georg Dorffner:
Neural Network Models for Conditional Distribution Under Bayesian Analysis.
Neural Computation 20(2): 504-522 (2008) |
| 2007 |
|---|
| 42 | EE | Roman Rosipal,
Björn Peters,
Göran Kecklund,
Torbjörn Åkerstedt,
Georg Gruber,
Michael Woertz,
Peter Anderer,
Georg Dorffner:
EEG-Based Drivers' Drowsiness Monitoring Using a Hierarchical Gaussian Mixture Model.
HCI (16) 2007: 294-303 |
| 41 | EE | Lucas Paletta,
Gerald Fritz,
Florian Kintzler,
Jörg Irran,
Georg Dorffner:
Perception and Developmental Learning of Affordances in Autonomous Robots.
KI 2007: 235-250 |
| 2006 |
|---|
| 40 | EE | Gerald Fritz,
Lucas Paletta,
Ralph Breithaupt,
Erich Rome,
Georg Dorffner:
Learning Predictive Features in Affordance based Robotic Perception Systems.
IROS 2006: 3642-3647 |
| 39 | EE | Gerald Fritz,
Lucas Paletta,
Manish Kumar,
Georg Dorffner,
Ralph Breithaupt,
Erich Rome:
Visual Learning of Affordance Based Cues.
SAB 2006: 52-64 |
| 38 | EE | Tatiana Miazhynskaia,
Sylvia Frühwirth-Schnatter,
Georg Dorffner:
Bayesian testing for non-linearity in volatility modeling.
Computational Statistics & Data Analysis 51(3): 2029-2042 (2006) |
| 2005 |
|---|
| 37 | EE | Arthur Flexer,
Georg Gruber,
Georg Dorffner:
A reliable probabilistic sleep stager based on a single EEG signal.
Artificial Intelligence in Medicine 33(3): 199-207 (2005) |
| 36 | EE | Arthur Flexer,
Herbert Bauer,
Jürgen Pripfl,
Georg Dorffner:
Using ICA for removal of ocular artifacts in EEG recorded from blind subjects.
Neural Networks 18(7): 998-1005 (2005) |
| 2003 |
|---|
| 35 | EE | Tatiana Miazhynskaia,
Georg Dorffner,
Engelbert J. Dockner:
Risk Management Application of the Recurrent Mixture Density Network Models.
ICANN 2003: 589-596 |
| 34 | EE | Brian Sallans,
Alexander Pfister,
Alexandros Karatzoglou,
Georg Dorffner:
Simulation and Validation of an Integrated Markets Model.
J. Artificial Societies and Social Simulation 6(4): (2003) |
| 2002 |
|---|
| 33 | EE | Arthur Flexer,
Georg Gruber,
Georg Dorffner:
Continuous Unsupervised Sleep Staging Based on a Single EEG Signal.
ICANN 2002: 1013-1018 |
| 32 | EE | Arthur Flexer,
Georg Dorffner,
Peter Sykacek,
Iead Rezek:
An Automatic, Continuous and Probabilistic Sleep Stager Based on a Hidden Markov Model.
Applied Artificial Intelligence 16(3): 199-207 (2002) |
| 31 | EE | Peter Sykacek,
Georg Dorffner,
Peter Rappelsberger,
Josef Zeitlhofer:
Improving Biosignal Processing through Modeling Uncertainty: Bayes vs. Non-Bayes in Sleep Staging.
Applied Artificial Intelligence 16(5): 395-421 (2002) |
| 2001 |
|---|
| 30 | | Georg Dorffner,
Horst Bischof,
Kurt Hornik:
Artificial Neural Networks - ICANN 2001, International Conference Vienna, Austria, August 21-25, 2001 Proceedings
Springer 2001 |
| 29 | EE | Arthur Flexer,
Herbert Bauer,
Claus Lamm,
Georg Dorffner:
Single Trial Estimation of Evoked Potentials Using Gaussian Mixture Models with Integrated Noise Component.
ICANN 2001: 609-616 |
| 28 | EE | Peter Sykacek,
Stephen J. Roberts,
Iead Rezek,
Arthur Flexer,
Georg Dorffner:
A Probabilistic Approach to High-Resolution Sleep Analysis.
ICANN 2001: 617-624 |
| 27 | | Peter Tiño,
Georg Dorffner:
Predicting the Future of Discrete Sequences from Fractal Representations of the Past.
Machine Learning 45(2): 187-217 (2001) |
| 26 | EE | Peter Tiño,
Christian Schittenkopf,
Georg Dorffner:
Volatility Trading ia Temporal Pattern Recognition in Quantised Financial Time Series.
Pattern Anal. Appl. 4(4): 283-299 (2001) |
| 2000 |
|---|
| 25 | EE | Markus Feurstein,
Martin Natter,
Alfred Taudes,
Georg Dorffner:
Hierarchical Coordination of Economic Agents.
HICSS 2000 |
| 24 | EE | Martin Natter,
Markus Feurstein,
Andreas Mild,
Alfred Taudes,
Michael Trcka,
Georg Dorffner,
Christian Merz:
Learning in the Artificial Factory.
HICSS 2000 |
| 23 | EE | Arthur Flexer,
Peter Sykacek,
Georg Dorffner,
Iead Rezek:
Using Hidden Markov Models to Build an Automatic, Continuous and Probabilistic Sleep Stager.
IJCNN (3) 2000: 627-631 |
| 1999 |
|---|
| 22 | EE | Georg Dorffner,
Ernst Leitgeb,
Heinz Koller:
A Comparison of Linear and Non-linear Classifiers for the Detection of Coronary Artery Disease in Stress-ECG.
AIMDM 1999: 227-231 |
| 21 | EE | Shan Parfitt,
Peter Tiño,
Georg Dorffner:
Graded Grammaticality in Prediction Fractal Machines.
NIPS 1999: 52-58 |
| 20 | EE | Peter Tiño,
Georg Dorffner:
Building Predictive Models from Fractal Representations of Symbolic Sequences.
NIPS 1999: 645-651 |
| 1998 |
|---|
| 19 | | Peter Tiño,
Georg Dorffner,
Christian Schittenkopf:
Understanding State Space Organization in Recurrent Neural Networks with Iterative Function Systems Dynamics.
Hybrid Neural Systems 1998: 255-269 |
| 18 | | Peter Tiño,
Georg Dorffner:
Recurrent Neural Networks with Iterated Function Systems Dynamics.
NC 1998: 526-532 |
| 17 | | Claudia Ulbricht,
Georg Dorffner,
Andreas Lee:
Neural networks for recognizing patterns in cardiotocograms.
Artificial Intelligence in Medicine 12(3): 271-284 (1998) |
| 1997 |
|---|
| 16 | | Peter Sykacek,
Georg Dorffner,
Peter Rappelsberger,
Josef Zeitlhofer:
Experiences with Bayesian Learning in a Real World Application.
NIPS 1997 |
| 15 | EE | Georg Dorffner,
Christian Stöcklmayer,
Christian Schmidt,
Heinrich Schima:
Synergies between Statistical Data Analysis and Neural Networks in the Control of Rotary Blood Pumps.
Cybernetics and Systems 28(3): 215-224 (1997) |
| 1994 |
|---|
| 14 | | Georg Dorffner,
Gerold Porenta:
On using feedforward neural networks for clinical diagnostic tasks.
Artificial Intelligence in Medicine 6(5): 417-435 (1994) |
| 1993 |
|---|
| 13 | | Georg Dorffner:
How connectionism can change AI and the way we think about ourselves.
Applied Artificial Intelligence 7(1): 59-85 (1993) |
| 1992 |
|---|
| 12 | | Georg Dorffner:
An Introduction to Neurocomputing and its Possible Role in AI.
Advanced Topics in Artificial Intelligence 1992: 440-464 |
| 11 | | Georg Dorffner,
Manfred Rotter:
On the Virtues of Functional Connectionist Compositionality.
ECAI 1992: 203-205 |
| 10 | | Erich Prem,
Markus Mackinger,
Georg Dorffner,
Gerold Porenta,
Heinz Sochor:
Concept Support as a Method for Programming Neural Networks with Symbolic Knowledge.
GWAI 1992: 166-175 |
| 1991 |
|---|
| 9 | | Georg Dorffner,
Erich Prem,
Claudia Ulbricht,
Herbert Wiklicky:
Theory and Practice of Neural Networks.
Wissensbasierte Systeme 1991: 476-485 |
| 1990 |
|---|
| 8 | | Georg Dorffner:
Konnektionismus in Artificial Intelligence und Kognitionsforschung. Proceedings 6. Österreichische Artificial Intelligence-Tagung (KONNAI), Salzburg, Österreich, 18. bis 21. September 1990
Springer 1990 |
| 7 | | Georg Dorffner:
A Radical View on Connectionist Language Modeling.
ÖGAI 1990: 217-220 |
| 6 | | Manfred Rotter,
Georg Dorffner:
Struktur und Konzeptrelationen in verteilten Netzwerken.
ÖGAI 1990: 85-94 |
| 5 | EE | Georg Dorffner,
Ernst Buchberger,
Markus Kommenda:
Integrating Stress and Intonation into a Concept-to-Speech System.
COLING 1990: 89-94 |
| 1989 |
|---|
| 4 | | Georg Dorffner:
Konnektionismus in der AI.
ÖGAI 1989: 212-217 |
| 3 | | Georg Dorffner:
Replacing symbolic rule systems with PDO Networks - Netzsprech: a German Example.
Applied Artificial Intelligence 3(1): 45-67 (1989) |
| 1987 |
|---|
| 2 | | Georg Dorffner,
Stanley C. Kwasny,
Robert F. Port:
Parsing Phonetic Segments into Syllables.
ÖGAI 1987: 49-63 |
| 1985 |
|---|
| 1 | | Georg Dorffner,
Harald Trost:
Morphologische Analyse und intelligente Fehlerkorrektur in VIE-LANG.
ÖGAI 1985: 42-55 |
