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ORCIDWolfgang Immanuel Schöllhorn
Person information
- affiliation: University of Mainz, Germany
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2020 – today
- 2022
[j4]Djordje Slijepcevic, Fabian Horst
, Sebastian Lapuschkin, Brian Horsak, Anna-Maria Raberger, Andreas Kranzl, Wojciech Samek, Christian Breiteneder, Wolfgang Immanuel Schöllhorn, Matthias Zeppelzauer:
Explaining Machine Learning Models for Clinical Gait Analysis. ACM Trans. Comput. Heal. 3(2): 14:1-14:27 (2022)- [i5]Fabian Horst, Djordje Slijepcevic, Matthias Zeppelzauer, Anna-Maria Raberger, Sebastian Lapuschkin, Wojciech Samek, Wolfgang Immanuel Schöllhorn, Christian Breiteneder, Brian Horsak:
Explaining automated gender classification of human gait. CoRR abs/2211.17015 (2022) - [i4]Djordje Slijepcevic, Fabian Horst, Marvin Simak, Sebastian Lapuschkin, Anna-Maria Raberger, Wojciech Samek, Christian Breiteneder, Wolfgang Immanuel Schöllhorn, Matthias Zeppelzauer, Brian Horsak:
Explaining machine learning models for age classification in human gait analysis. CoRR abs/2211.17016 (2022)
2010 – 2019
- 2019
- [i3]Johannes Burdack, Fabian Horst, Sven Giesselbach, Ibrahim Hassan, Sabrina Daffner, Wolfgang Immanuel Schöllhorn:
Systematic Comparison of the Influence of Different Data Preprocessing Methods on the Classification of Gait Using Machine Learning. CoRR abs/1911.04335 (2019) - [i2]Fabian Horst, Djordje Slijepcevic, Sebastian Lapuschkin, Anna-Maria Raberger, Matthias Zeppelzauer, Wojciech Samek, Christian Breiteneder, Wolfgang Immanuel Schöllhorn, Brian Horsak:
On the Understanding and Interpretation of Machine Learning Predictions in Clinical Gait Analysis Using Explainable Artificial Intelligence. CoRR abs/1912.07737 (2019) - 2018
- [i1]Fabian Horst, Sebastian Lapuschkin, Wojciech Samek, Klaus-Robert Müller, Wolfgang Immanuel Schöllhorn:
What is Unique in Individual Gait Patterns? Understanding and Interpreting Deep Learning in Gait Analysis. CoRR abs/1808.04308 (2018) - 2010
- [p1]Wolfgang Immanuel Schöllhorn, Daniel Janssen, Jörg M. Jäger:
Künstliche Neuronale Netz-Modelle in der Sportwissenschaft. Sportinformatik gestern, heute, morgen 2010: 67-78
2000 – 2009
- 2008
- [j3]Till D. Frank, M. Michelbrink, Hendrik Beckmann, Wolfgang Immanuel Schöllhorn:
A quantitative dynamical systems approach to differential learning: self-organization principle and order parameter equations. Biol. Cybern. 98(1): 19-31 (2008) - 2003
- [j2]Wolfgang Immanuel Schöllhorn:
Coordination Dynamics and its Consequences on Sports. Int. J. Comput. Sci. Sport 2(2) (2003)
1990 – 1999
- 1997
- [j1]Hans-Ulrich Bauer, Wolfgang Immanuel Schöllhorn:
Self-Organizing Maps for the Analysis of Complex Movement Patterns. Neural Process. Lett. 5(3): 193-199 (1997)
Coauthor Index
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