Machine Learning and Data Analytics Lab

How to Learn from Risk: Explicit Risk-Utility Reinforcement Learning for Efficient and Safe Driving Strategies (2022) Schmidt LM, Rietsch S, Plinge A, Eskofier B, Mutschler C Conference contribution A Generalized Framework for the Study of Spinal Motor Neurons Controlling the Human Hand During Dynamic Movements (2022) Cakici AL, Oßwald M, Souza de Oliveira D, Braun D, Simpetru RC, Kinfe TM, Eskofier B, Del Vecchio A Conference contribution Concept of a Simple Reaction Test for eHealth-Based Opioid Response Assessment in Palliative Care (2022) Fidorra J, Nissen M, Abdullahi Yari I, Ostgathe C, Steigleder T, Eskofier B Conference contribution, Abstract of a poster The placement of foot-mounted IMU sensors does affect the accuracy of spatial parameters during regular walking (2022) Küderle A, Roth N, Zlatanovic J, Zrenner M, Eskofier B, Kluge F Journal article Explain to Not Forget: Defending Against Catastrophic Forgetting with XAI (2022) Ede S, Baghdadlian S, Weber L, Nguyen A, Zanca D, Samek W, Lapuschkin S Conference contribution Can we combine data sets? Feature extraction and clustering motion capture data (2022) Fleischmann S, Nitschke M, Marzilger R, Koelewijn A Conference contribution, Abstract of lecture 3D full-body optimal control simulations with change of direction directly driven by motion capture data (2022) Nitschke M, Marzilger R, Koelewijn A Conference contribution, Abstract of lecture Real-World Stair Ambulation Characteristics Differ Between Prospective Fallers and Non-Fallers in Parkinson’s Disease (2022) Roth N, Ullrich M, Küderle A, Gladow T, Marxreiter F, Gaßner H, Kluge F, et al. Journal article A Mixed Reality Guidance System for Blind and Visually Impaired People (2022) Schieber H, Kleinbeck C, Pradel C, Theelke L, Roth D Conference contribution Correction to: Wearable gait analysis systems: ready to be used by medical practitioners in geriatric wards? (European Geriatric Medicine, (2022), 10.1007/s41999-022-00629-1) (2022) Ollenschläger M, Müller-Schulz M, Püllen R, Möller C, Klucken J, Eskofier B, Kluge F Journal article, Erratum