| 2021 | ICONIP | Self-Attention Long-Term Dependency Modelling in Electroencephalography Sleep Stage Prediction. | Georg Brandmayr, Manfred Martin Hartmann, Franz Frbass, Georg Dorffner |
| 2020 | ICPR | Investigating and Exploiting Image Resolution for Transfer Learning-based Skin Lesion Classification. | Amirreza Mahbod, Gerald Schaefer, Chunliang Wang, Rupert Ecker, Georg Dorffner, Isabella Ellinger |
| 2017 | AIME | Bayesian Gaussian Process Classification from Event-Related Brain Potentials in Alzheimer's Disease. | 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 | AIME | Echo State Networks as Novel Approach for Low-Cost Myoelectric Control. | Cosima Prahm, Alexander Schulz, Benjamin Paaen, Oskar Aszmann, Barbara Hammer, Georg Dorffner |
| 2017 | AIME | Estimation of Sleep Quality by Using Microstructure Profiles. | Zuzana Rost'kov, Georg Dorffner, nder Aydemir, Roman Rosipal |
| 2007 | HCI | EEG-Based Drivers' Drowsiness Monitoring Using a Hierarchical Gaussian Mixture Model. | Roman Rosipal, Bjrn Peters, Gran Kecklund, Torbjrn kerstedt, Georg Gruber, Michael Woertz, Peter Anderer, Georg Dorffner |
| 2007 | KI | Perception and Developmental Learning of Affordances in Autonomous Robots. | Lucas Paletta, Gerald Fritz, Florian Kintzler, Jrg Irran, Georg Dorffner |
| 2006 | IROS | Learning Predictive Features in Affordance based Robotic Perception Systems. | Gerald Fritz, Lucas Paletta, Ralph Breithaupt, Erich Rome, Georg Dorffner |
| 2003 | ICANN | Risk Management Application of the Recurrent Mixture Density Network Models. | Tatiana Miazhynskaia, Georg Dorffner, Engelbert J. Dockner |
| 2002 | ICANN | Continuous Unsupervised Sleep Staging Based on a Single EEG Signal. | Arthur Flexer, Georg Gruber, Georg Dorffner |
| 2001 | ICANN | Single Trial Estimation of Evoked Potentials Using Gaussian Mixture Models with Integrated Noise Component. | Arthur Flexer, Herbert Bauer, Claus Lamm, Georg Dorffner |
| 2001 | ICANN | A Probabilistic Approach to High-Resolution Sleep Analysis. | Peter Sykacek, Stephen J. Roberts, Iead Rezek, Arthur Flexer, Georg Dorffner |
| 2000 | IJCNN | Using Hidden Markov Models to Build an Automatic, Continuous and Probabilistic Sleep Stager. | Arthur Flexer, Peter Sykacek, Georg Dorffner, Iead Rezek |
| 1992 | ECAI | On the Virtues of Functional Connectionist Compositionality. | Georg Dorffner, Manfred Rotter |
| 1992 | KI | Concept Support as a Method for Programming Neural Networks with Symbolic Knowledge. | Erich Prem, Markus Mackinger, Georg Dorffner, Gerold Porenta, Heinz Sochor |
| 1991 | WI | Theory and Practice of Neural Networks. | Georg Dorffner, Erich Prem, Claudia Ulbricht, Herbert Wiklicky |
| 1990 | COLING | Integrating Stress and Intonation into a Concept-to-Speech System. | Georg Dorffner, Ernst Buchberger, Markus Kommenda |
| 1985 | ICASSP | GRAPHON-the Vienna speech systhesis system for arbitrary German text. | Georg Dorffner, Markus Kommenda, Gernot Kubin |