Publications
Overview of our Journal and Conference Papers:
Listed by year
2020
Measurement Dependence Inducing Latent Causal Models. / Markham, Alex; Grosse-Wentrup, Moritz.
2020. 590-599 Paper presented at Conference on Uncertainty and Artificial Intelligence, Unknown.
Publications: Contribution to conference › Paper › Peer Reviewed
MeDIL: A Python Package for Causal Modelling. / Markham, Alex; Chivukula, Aditya; Grosse-Wentrup, Moritz.
International Conference on Probabilistic Graphical Models (PGM): 23-25 September 2020, Hotel Comwell Rebild Bakker, Skørping, Denmark. ed. / Manfred Jaeger; Thomas Dyhre Nielsen. 2020. p. 621-624 (Proceedings of Machine Learning Research, Vol. 138).
Publications: Contribution to book › Contribution to proceedings › Peer Reviewed
Pitfalls to Avoid when Interpreting Machine Learning Models. / Molnar, Christoph; König, Gunnar; Herbinger, Julia et al.
2020. Paper presented at XXAI: Extending Explainable AI Beyond Deep Models and Classifiers, Wien, Austria.
Publications: Contribution to conference › Paper › Peer Reviewed
Tangent space spatial filters for interpretable and efficient Riemannian classification. / Xu, Jiachen; Grosse-Wentrup, Moritz; Jayaram, Vinay .
In: Journal of Neural Engineering, Vol. 17, No. 2, 026043, 30.04.2020.
Publications: Contribution to journal › Article › Peer Reviewed
Turning negative into positives! Exploiting ‘negative’ results in Brain–Machine Interface (BMI) research. / Lotte, Fabien; Jeunet, Camille; Chavarriaga, Ricardo et al.
In: Brain-Computer Interfaces, Vol. 6, No. 4, 09.01.2020, p. 178-189.
Publications: Contribution to journal › Article › Peer Reviewed
2019
Neural Signatures of Motor Skill in the Resting Brain. / Özdenizei, Ozan; Meyer, Timm; Wichmann, Felix et al.
2019. 4387-4394 Paper presented at IEEE International Conference on Systems, Man, and Cybernetics, Bari, Italy.
Publications: Contribution to conference › Paper › Peer Reviewed
Interpretable Riemannian Classification in Brain-Computer Interfacing. / Xu, Jiachen; Grosse-Wentrup, Moritz; Jayaram, Vinay .
Proceedings of the 8th Graz Brain-Computer Interface Conference 2019. 2019.
Publications: Contribution to book › Contribution to proceedings › Peer Reviewed
Beta Power May Meditate the Effect of Gamma-TACS on Motor Performance. / Mastakouri, Atalanti A.; Schölkopf, Bernhard; Grosse-Wentrup, Moritz.
2019. 5902-5908 Paper presented at 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Berlin, Germany.
Publications: Contribution to conference › Paper › Peer Reviewed
MYND: A Platform for Large-scale Neuroscientific Studies. / Hohmann, Matthias R.; Hackl, Michelle; Wirth, Brian et al.
2019. 1-6 Paper presented at 2019 CHI Conference on Human Factors in Computing Systems, CHI EA 2019, Glasgow, United Kingdom.
Publications: Contribution to conference › Paper › Peer Reviewed