Wolfgang Immanuel Schöllhorn

12 papers Journal 10Unranked 1
YearRankTypeTitle / Venue / Authors
2025 — conf
Quantifying Motor Adaptation: A Hybrid AI Approach for Interpreting Short-Term Gait Variability.
ICONIP (2)
Basma Jalloul, Bassem Bouaziz, Walid Mahdi, Achraf Ammar, Wolfgang Immanuel Schöllhorn
2024 J jnl
Decoding Gait Signatures: Exploring Individual Patterns in Pathological Gait Using Explainable AI.
IEEE Access
Djordje Slijepcevic, Fabian Horst, Marvin Simak, Wolfgang Immanuel Schöllhorn, Brian Horsak, Matthias Zeppelzauer
2022 J jnl
Explaining Machine Learning Models for Clinical Gait Analysis.
ACM Trans. Comput. Heal.
Djordje Slijepcevic, Fabian Horst, Sebastian Lapuschkin, Brian Horsak, Anna-Maria Raberger, Andreas Kranzl, Wojciech Samek, Christian Breiteneder, Wolfgang Immanuel Schöllhorn, Matthias Zeppelzauer
2022 J jnl
Explaining automated gender classification of human gait.
CoRR
Fabian Horst, Djordje Slijepcevic, Matthias Zeppelzauer, Anna-Maria Raberger, Sebastian Lapuschkin, Wojciech Samek, Wolfgang Immanuel Schöllhorn, Christian Breiteneder, Brian Horsak
2022 J jnl
Explaining machine learning models for age classification in human gait analysis.
CoRR
Djordje Slijepcevic, Fabian Horst, Marvin Simak, Sebastian Lapuschkin, Anna-Maria Raberger, Wojciech Samek, Christian Breiteneder, Wolfgang Immanuel Schöllhorn, Matthias Zeppelzauer, Brian Horsak
2019 J jnl
On the Understanding and Interpretation of Machine Learning Predictions in Clinical Gait Analysis Using Explainable Artificial Intelligence.
CoRR
Fabian Horst, Djordje Slijepcevic, Sebastian Lapuschkin, Anna-Maria Raberger, Matthias Zeppelzauer, Wojciech Samek, Christian Breiteneder, Wolfgang Immanuel Schöllhorn, Brian Horsak
2019 J jnl
Systematic Comparison of the Influence of Different Data Preprocessing Methods on the Classification of Gait Using Machine Learning.
CoRR
Johannes Burdack, Fabian Horst, Sven Giesselbach, Ibrahim Hassan, Sabrina Daffner, Wolfgang Immanuel Schöllhorn
2018 J jnl
What is Unique in Individual Gait Patterns? Understanding and Interpreting Deep Learning in Gait Analysis.
CoRR
Fabian Horst, Sebastian Lapuschkin, Wojciech Samek, Klaus-Robert Müller, Wolfgang Immanuel Schöllhorn
2010 — ch.
Künstliche Neuronale Netz-Modelle in der Sportwissenschaft.
Sportinformatik gestern, heute, morgen
Wolfgang Immanuel Schöllhorn, Daniel Janssen, Jörg M. Jäger
2008 J jnl
A quantitative dynamical systems approach to differential learning: self-organization principle and order parameter equations.
Biol. Cybern.
Till D. Frank, M. Michelbrink, Hendrik Beckmann, Wolfgang Immanuel Schöllhorn
2003 J jnl
Coordination Dynamics and its Consequences on Sports.
Int. J. Comput. Sci. Sport
Wolfgang Immanuel Schöllhorn
1997 J jnl
Self-Organizing Maps for the Analysis of Complex Movement Patterns.
Neural Process. Lett.
Hans-Ulrich Bauer, Wolfgang Immanuel Schöllhorn