Alois Ferscha

Johannes Kepler University of Linz — Austria

Computer Science · Physical Sciences

32h-index4.7kcitations310works3.02yr avg
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Research Topics

Context-Aware Activity Recognition Systems(84), Interactive and Immersive Displays(40), Simulation Techniques and Applications(33), Gaze Tracking and Assistive Technology(29), Tactile and Sensory Interactions(23)

Publications310 total

Federated Few-Shot Learning for Epileptic Seizure Detection Under Privacy Constraints
arXiv (Cornell University)·2025Open Access
Visual saliency distribution maps for explaining time-series AI models used in continuous production of textile fibers
Information Fusion·2025Open Access
Intention Prediction for Active Upper-Limb Exoskeletons in Industrial Applications: A Systematic Literature Review
Sensors·2025· 4 citedOpen Access
Evaluating User Safety Aspects of AI-Based Systems in Industrial Occupational Safety: A Critical Review of Research Literature
International Journal of Environmental Research and Public Health·2025· 6 citedOpen Access
Motion Analysis in Alpine Skiing: Sensor Placement and Orientation-Invariant Sensing
Sensors·2025· 3 citedOpen Access
Evaluating User Safety Aspects of AI-based Systems in Industrial Occupational Safety: A Critical Review of Research Literature
Preprints.org·2025Open Access
Impact of Exoskeleton-Induced Domain Shifts on Human Activity Recognition Models
IEEE Sensors Journal·2025Open Access
System Design for Sensing in Manufacturing to Apply AI through Hierarchical Abstraction Levels
Sensors·2024· 2 citedOpen Access
Robust Feature Representation Using Multi-Task Learning for Human Activity Recognition
Sensors·2024· 12 citedOpen Access
Analyzing Arc Welding Techniques improves Skill Level Assessment in Industrial Manufacturing Processes
2023· 4 cited
Counting Activities Using Weakly Labeled Raw Acceleration Data: A Variable-Length Sequence Approach with Deep Learning to Maintain Event Duration Flexibility
Sensors·2023· 5 citedOpen Access
Alpine Skiing Activity Recognition Using Smartphone’s IMUs
Sensors·2022· 13 citedOpen Access
Determining Best Hardware, Software and Data Structures for Worker Guidance during a Complex Assembly Task
2022· 3 cited
Micro-activity recognition in industrial assembly process with IMU data and deep learning
2022· 16 cited
Designing Proactive Safety Systems for Industrial Workers Using Intelligent Mechanisms
2022· 3 citedOpen Access
Skill Level Detection in Arc Welding towards an Assistance System for Workers
2022· 2 cited
Addressing Worker Safety and Accident Prevention with AI
2021· 6 cited
Privacy Preserving Workflow Detection for Manufacturing Using Neural Networks based Object Detection
2021· 2 cited
Micro Activities Recognition and Macro Worksteps Classification for Industrial IoT Processes
2021· 6 cited
Micro Activities Recognition in Uncontrolled Environments
Applied Sciences·2021· 2 citedOpen Access
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Frequent Co-authors

Andreas Riener(10), Daniel Roggen(7), Paul Lukowicz(7), Alberto Calatroni(6), Clemens Holzmann(6), Ricardo Chavarriaga(6), Gerhard Tröster(5), David Bannach(5), Thomas Holleczek(4), Gerald Pirkl(4), José del R. Millán(4), Kashif Zia(4), Marc Kurz(3), Wolfgang Narzt(3), Bernhard Anzengruber(3), Wolfgang Beer(3), Mirco Rossi(2), Kilian Förster(2), Hesam Sagha(2), Gustav Pomberger(2)