Publications
Overview of our Journal and Conference Papers:
Listed by year
2023
Predicting high-quality movements in post-stroke motor rehabilitation from EEG. / Raggam, Philipp; Zrenner, Christoph; McDermott, Eric J. et al.
2023. 10th International BCI Meeting, Brussels, Belgium.
Publications: Contribution to conference › Other contribution to conference › Peer Reviewed
Efficient SAGE Estimation via Causal Structure Learning. / Luther, Christoph; König, Gunnar; Grosse-Wentrup, Moritz.
In: Proceedings of Machine Learning Research (PMLR), Vol. 206, 25.04.2023, p. 11650-11670.
Publications: Contribution to journal › Meeting abstract/Conference paper › Peer Reviewed
Predicting motor behavior: an efficient EEG signal processing pipeline to detect brain states with potential therapeutic relevance for VR-based neurorehabilitation. / McDermott, Eric J.; Metsomaa, Johanna; Paolo, Belardinelli et al.
In: Virtual Reality, Vol. 27, No. 1, 03.2023, p. 347-369.
Publications: Contribution to journal › Article › Peer Reviewed
CaFe DBSCAN: A Density-based Clustering Algorithm for Causal Feature Learning. / Weber, Pascal; Miklautz, Lukas; Kumar, Akshey et al.
The 10th IEEE International Conference on Data Science and Advanced Analytics. 2023.
Publications: Contribution to book › Contribution to proceedings › Peer Reviewed
MemeGraphs: Linking Memes to Knowledge Graphs. / Kougia, Vasiliki (Corresponding author); Fetzel, Simon; Kirchmair, Thomas et al.
Document Analysis and Recognition – ICDAR 2023: 17th International Conference, Proceedings. ed. / Gernot A. Fink; Rajiv Jain; Koichi Kise; Richard Zanibbi. Cham: Springer Science and Business Media Deutschland GmbH, 2023. p. 534-551 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 14187 LNCS).
Publications: Contribution to book › Contribution to proceedings › Peer Reviewed
2022
A mathematical framework for bridging Marr’s levels. / Meunier, Anja; Grosse-Wentrup, Moritz.
2022. 635-637 Paper presented at Conference on Cognitive Computational Neuroscience 2022, San Francisco, California, United States.
Publications: Contribution to conference › Paper › Peer Reviewed
PRENATAL THC AND ALCOHOL EXPOSURE INDUCES LASTING NEUROADAPTATIONS IN THE CENTRAL NUCLEUS OF THE AMYGDALA. / Wolfe, S. A.; Khom, S.; Breit, K. R. et al.
In: Alcoholism: Clinical and Experimental Research, Vol. 46, 06.2022, p. 196A-196A.
Publications: Contribution to journal › Meeting abstract/Conference paper
General Pitfalls of Model-Agnostic Interpretation Methods for Machine Learning Models. / Molnar, Christoph (Corresponding author); König, Gunnar; Herbinger, Julia et al.
xxAI - Beyond Explainable AI: International Workshop, Held in Conjunction with ICML 2020, July 18, 2020, Vienna, Austria, Revised and Extended Papers. ed. / Andreas Holzinger; Randy Goebel; Ruth Fong; Taesup Moon; Klaus-Robert Müller; Wojciech Samek. 1. ed. Cham: Springer, 2022. p. 39-68 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).
Publications: Contribution to book › Contribution to proceedings › Peer Reviewed
Workshops of the eighth international brain–computer interface meeting: BCIs: the next frontier. / Huggins, Jane E. (Corresponding author); Krusienski, Dean; Vansteensel, Mariska J. et al.
In: Brain-Computer Interfaces, Vol. 9, No. 2, 08.02.2022, p. 69-101.
Publications: Contribution to journal › Article › Peer Reviewed
Artifacts in EEG-Based BCI Therapies: Friend or Foe? / McDermott, Eric James; Raggam, Philipp; Kirsch, Sven et al.
In: Sensors, Vol. 22, No. 1, 96, 01.2022.
Publications: Contribution to journal › Article › Peer Reviewed