Georg Dorffner - researchr alias

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Viewing Publication 1 - 69 from 69

2022

Relational local electroencephalography representations for sleep scoringGeorg Brandmayr, Manfred Martin Hartmann, Franz Fürbass, Gerald Matz, Matthias Samwald, Tilmann Kluge, Georg Dorffner. NN, 154:310-322, 2022. [doi]

2021

2020

2019

Using hyperbolic large-margin classifiers for biological link predictionAsan Agibetov, Georg Dorffner, Matthias Samwald. semdeep 2019: 26-30 [doi]

2017

2012

Extracting more information from EEG recordings for a better description of sleepAchim Lewandowski, Roman Rosipal, Georg Dorffner. cmpb, 108(3):961-972, 2012. [doi]

2008

Adaptive Machine Learning in Delayed Feedback Domains by Selective RelearningMarcus-Christopher Ludl, Achim Lewandowski, Georg Dorffner. aai, 22(6):543-557, 2008. [doi]

Neural Network Models for Conditional Distribution Under Bayesian AnalysisTatiana Miazhynskaia, Sylvia Frühwirth-Schnatter, Georg Dorffner. neco, 20(2):504-522, 2008. [doi]

2007

Perception and Developmental Learning of Affordances in Autonomous RobotsLucas Paletta, Gerald Fritz, Florian Kintzler, Jörg Irran, Georg Dorffner. ki 2007: 235-250 [doi]

EEG-Based Drivers Drowsiness Monitoring Using a Hierarchical Gaussian Mixture ModelRoman Rosipal, Björn Peters, Göran Kecklund, Torbjörn Åkerstedt, Georg Gruber, Michael Woertz, Peter Anderer, Georg Dorffner. hci 2007: 294-303 [doi]

2006

Learning Predictive Features in Affordance based Robotic Perception SystemsGerald Fritz, Lucas Paletta, Ralph Breithaupt, Erich Rome, Georg Dorffner. iros 2006: 3642-3647 [doi]

Visual Learning of Affordance Based CuesGerald Fritz, Lucas Paletta, Manish Kumar, Georg Dorffner, Ralph Breithaupt, Erich Rome. sab 2006: 52-64 [doi]

Bayesian testing for non-linearity in volatility modelingTatiana Miazhynskaia, Sylvia Frühwirth-Schnatter, Georg Dorffner. csda, 51(3):2029-2042, 2006. [doi]

06231 Executive Summary - Towards Affordance-based Robot ControlErich Rome, Joachim Hertzberg, Georg Dorffner, Patrick Doherty. Dagstuhl 2006: [doi]

06231 Abstracts Collection - Towards Affordance-Based Robot ControlErich Rome, Patrick Doherty, Georg Dorffner, Joachim Hertzberg. Dagstuhl 2006: [doi]

The MACS Project: An Approach to Affordance-Inspired Robot ControlErich Rome, Lucas Paletta, Erol Sahin, Georg Dorffner, Joachim Hertzberg, Ralph Breithaupt, Gerald Fritz, Jörg Irran, Florian Kintzler, Christopher Lörken, Stefan May, Emre Ugur. Dagstuhl 2008: 173-210 [doi]

2005

Using ICA for removal of ocular artifacts in EEG recorded from blind subjectsArthur Flexer, Herbert Bauer, Jürgen Pripfl, Georg Dorffner. NN, 18(7):998-1005, 2005. [doi]

A reliable probabilistic sleep stager based on a single EEG signalArthur Flexer, Georg Gruber, Georg Dorffner. artmed, 33(3):199-207, 2005. [doi]

2003

Risk Management Application of the Recurrent Mixture Density Network ModelsTatiana Miazhynskaia, Georg Dorffner, Engelbert J. Dockner. icann 2003: 589-596 [doi]

Simulation and Validation of an Integrated Markets ModelBrian Sallans, Alexander Pfister, Alexandros Karatzoglou, Georg Dorffner. jasss, 6(4), 2003. [doi]

2002

2001

Single Trial Estimation of Evoked Potentials Using Gaussian Mixture Models with Integrated Noise ComponentArthur Flexer, Herbert Bauer, Claus Lamm, Georg Dorffner. icann 2001: 609-616 [doi]

The Effect of Incentive Schemes and Organizational Arrangements on the New Product Development ProcessMartin Natter, Andreas Mild, Markus Feurstein, Georg Dorffner, Alfred Taudes. mansci, 47(8):1029-1045, 2001. [doi]

Risk-neutral density extraction from option prices: improved pricing with mixture density networksChristian Schittenkopf, Georg Dorffner. tnn, 12(4):716-725, 2001. [doi]

A Probabilistic Approach to High-Resolution Sleep AnalysisPeter Sykacek, Stephen J. Roberts, Iead Rezek, Arthur Flexer, Georg Dorffner. icann 2001: 617-624 [doi]

Predicting the Future of Discrete Sequences from Fractal Representations of the PastPeter Tiño, Georg Dorffner. ml, 45(2):187-217, 2001.

Volatility Trading ia Temporal Pattern Recognition in Quantised Financial Time SeriesPeter Tiño, Christian Schittenkopf, Georg Dorffner. paa, 4(4):283-299, 2001. [doi]

Financial volatility trading using recurrent neural networksPeter Tiño, Christian Schittenkopf, Georg Dorffner. tnn, 12(4):865-874, 2001. [doi]

2000

Extraction of Sleep-Spindles from the Electroencephalogram (EEG)Allan Kardec Barros, Roman Rosipal, Mark A. Girolami, Georg Dorffner, Noboru Ohnishi. annimab 2000: 125-130 [doi]

Modelling Uncertainty in Biomedical Applications of Neural NetworksGeorg Dorffner, Peter Sykacek, Christian Schittenkopf. annimab 2000: 18-25 [doi]

Hierarchical Coordination of Economic AgentsMarkus Feurstein, Martin Natter, Alfred Taudes, Georg Dorffner. hicss 2000: [doi]

Using Hidden Markov Models to Build an Automatic, Continuous and Probabilistic Sleep StagerArthur Flexer, Peter Sykacek, Georg Dorffner, Iead Rezek. ijcnn 2000: 627-631 [doi]

Learning in the Artificial FactoryMartin Natter, Markus Feurstein, Andreas Mild, Alfred Taudes, Michael Trcka, Georg Dorffner, Christian Merz. hicss 2000: [doi]

The profitability of trading volatility using real-valued and symbolic modelsChristian Schittenkopf, Peter Tino, Georg Dorffner. cifer 2000: 8-11 [doi]

1999

1998

Recurrent Neural Networks with Iterated Function Systems DynamicsPeter Tiño, Georg Dorffner. nc 1998: 526-532

Understanding State Space Organization in Recurrent Neural Networks with Iterative Function Systems DynamicsPeter Tiño, Georg Dorffner, Christian Schittenkopf. hybrid 2000: 255-269

Neural networks for recognizing patterns in cardiotocogramsClaudia Ulbricht, Georg Dorffner, Andreas Lee. artmed, 12(3):271-284, 1998.

1997

Synergies between Statistical Data Analysis and Neural Networks in the Control of Rotary Blood PumpsGeorg Dorffner, Christian Stöcklmayer, Christian Schmidt, Heinrich Schima. cas, 28(3):215-224, 1997. [doi]

Experiences with Bayesian Learning in a Real World ApplicationPeter Sykacek, Georg Dorffner, Peter Rappelsberger, Josef Zeitlhofer. nips 1998: 964-970

1994

On using feedforward neural networks for clinical diagnostic tasksGeorg Dorffner, Gerold Porenta. artmed, 6(5):417-435, 1994.

Why Connectionism and Language Modelling Need DETEGeorg Dorffner. connection, 6(1):115-118, 1994. [doi]

1993

How connectionism can change AI and the way we think about ourselvesGeorg Dorffner. aai, 7(1):59-85, 1993.

1992

An Introduction to Neurocomputing and its Possible Role in AIGeorg Dorffner. ac 1992: 440-464

On the Virtues of Functional Connectionist CompositionalityGeorg Dorffner, Manfred Rotter. ecai 1992: 203-205

Concept Support as a Method for Programming Neural Networks with Symbolic KnowledgeErich Prem, Markus Mackinger, Georg Dorffner, Gerold Porenta, Heinz Sochor. ki 1993: 166-175

1991

Konnektionismus - von neuronalen Netzwerken zu einer natürlichen KIGeorg Dorffner. Leitfäden der angewandten Informatik, Teubner, 1991.

Theory and Practice of Neural NetworksGeorg Dorffner, Erich Prem, Claudia Ulbricht, Herbert Wiklicky. wi 1991: 476-485

1990

A Radical View on Connectionist Language ModelingGeorg Dorffner. ogai 1990: 217-220

Integrating Stress and Intonation into a Concept-to-Speech SystemGeorg Dorffner, Ernst Buchberger, Markus Kommenda. COLING 1990: 89-94 [doi]

Struktur und Konzeptrelationen in verteilten NetzwerkenManfred Rotter, Georg Dorffner. ogai 1990: 85-94

1989

Konnektionismus in der AIGeorg Dorffner. ogai 1989: 212-217

Replacing symbolic rule systems with PDO Networks - Netzsprech: a German ExampleGeorg Dorffner. aai, 3(1):45-67, 1989.

An expert advising system with acoustic outputHarald Trost, Ernst Buchberger, Georg Dorffner. sigart, 109:33-35, 1989. [doi]

1987

Parsing Phonetic Segments into SyllablesGeorg Dorffner, Stanley C. Kwasny, Robert F. Port. ogai 1987: 49-63

1985

Morphologische Analyse und intelligente Fehlerkorrektur in VIE-LANGGeorg Dorffner, Harald Trost. ogai 1985: 42-55

GRAPHON-the Vienna speech systhesis system for arbitrary German textGeorg Dorffner, Markus Kommenda, Gernot Kubin. icassp 1985: 744-747 [doi]

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