FH-Prof. DI Dr.
Stefan Huber, MSc
Head of Research
Head of Research Group
Department Information Technologies and Digitalisation
Head of Research Group
Department Information Technologies and Digitalisation
Location: Campus Urstein
Room: Urstein - 419
Room: Urstein - 419
Teaching
CYSB-M | 2. SS 2026 | Selected Algorithms & Optimization | IL
IIRB-M | 2. SS 2026 | Practical Project & Portfolio 1 | PT
ITS-B | 4. SS 2026 | Microcontrollers | VO
Current Research Projects
- AI4GREEN: Data Science for Sustainability
The project AI4GREEN aims to develop cross-border sustainable solutions to improve production processes in business and industry, in order to secure a...
05/2024 - 04/2027 - IAI: Industrial Artificial Intelligence
09/2023 - 11/2024 - JRZ ISIA WISS2025 Co-Project
07/2022 - 06/2027
Current Publications
- Topologically Stable Hough Transform
We propose an alternative formulation of the well-known Hough transform to detect lines in point clouds. Replacing the discretized voting scheme of the classical Hough transform by a continuous score...
2026 - Deep Learning-Based Time Series Forecasting for Industrial Discrete Process Data
With the introduction of Industry 4.0, continuous collection and monitoring of industrial process data have become fundamental aspects of modern operational technology (OT) systems. The ability to...
2025 - Energy Optimized Piecewise Polynomial Approximation Utilizing Modern Machine Learning Optimizers
This work explores an extension of ML-optimized piecewise polynomial approximation by incorporating energy optimization as an additional objective. Traditional closed-form solutions enable continuity...
2025