FH-Prof. DI Dr.
Stefan Huber, MSc
Head of Research
Forschungsgruppenleiter
Department Information Technologies and Digitalisation
Forschungsgruppenleiter
Department Information Technologies and Digitalisation
Standort: Campus Urstein
Raum: Urstein - 419
Raum: Urstein - 419
Aktuelle Lehre
CYSB-M | 2. SS 2026 | Selected Algorithms & Optimization | IL
IIRB-M | 2. SS 2026 | Praxisprojekt & Portfolio 1 | PT
ITS-B | 4. SS 2026 | Microcontroller | VO
Aktuelle Forschungsprojekte
- AI4GREEN: Data Science for Sustainability
Das Projekt AI4GREEN zielt darauf ab, grenzüberschreitende nachhaltige Lösungen zur Verbesserung von Produktionsabläufen in Wirtschaft und Industrie...
05/2024 - 04/2027 - IAI: Industrial Artificial Intelligence
09/2023 - 11/2024 - JRZ ISIA WISS2025 Co-Projekt
07/2022 - 06/2027
Aktuelle Publikationen
- 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