Stefan Huber

Orcid: 0000-0002-8871-5814

Affiliations:
  • Salzburg University of Applied Sciences, Josef Ressel Centre for Intelligent and Secure Industrial Automation, Austria
  • Institute of Science and Technology, Klosterneuburg, Austria (former)
  • University of Salzburg, Department of Mathematics (former)


According to our database1, Stefan Huber authored at least 36 papers between 2009 and 2024.

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Bibliography

2024
Neural Persistence Dynamics.
CoRR, 2024

Python-Based Reinforcement Learning on Simulink Models.
CoRR, 2024

Machine Learning Optimized Orthogonal Basis Piecewise Polynomial Approximation.
CoRR, 2024

2023
Topological Data Analysis in smart manufacturing processes - A survey on the state of the art.
CoRR, 2023

IT-OT Integration from a Systems Engineering Perspective.
CoRR, 2023

C<sup>k</sup>-continuous Spline Approximation with TensorFlow Gradient Descent Optimizers.
CoRR, 2023

CSRX: A novel Crossover Operator for a Genetic Algorithm applied to the Traveling Salesperson Problem.
CoRR, 2023

Digital Twins of Business Processes as Enablers for IT / OT Integration.
Proceedings of the 21st IEEE International Conference on Industrial Informatics, 2023

A Mini Review on the utilization of Reinforcement Learning with OPC UA.
Proceedings of the 21st IEEE International Conference on Industrial Informatics, 2023

An OPC UA-based industrial Big Data architecture.
Proceedings of the 21st IEEE International Conference on Industrial Informatics, 2023

2022
Improvements for mlrose Applied to the Traveling Salesperson Problem.
Proceedings of the Computer Aided Systems Theory - EUROCAST 2022, 2022

An Architecture for Deploying Reinforcement Learning in Industrial Environments.
Proceedings of the Computer Aided Systems Theory - EUROCAST 2022, 2022

<i>C</i><sup>k</sup>-Continuous Spline Approximation with TensorFlow Gradient Descent Optimizers.
Proceedings of the Computer Aided Systems Theory - EUROCAST 2022, 2022

KI-Net: AI-Based Optimization in Industrial Manufacturing - A Project Overview.
Proceedings of the Computer Aided Systems Theory - EUROCAST 2022, 2022

2021
Industrial Application of Artificial Intelligence to the Traveling Salesperson Problem.
CoRR, 2021

2016
Planar Matchings for Weighted Straight Skeletons.
Int. J. Comput. Geom. Appl., 2016

2015
A simple algorithm for computing positively weighted straight skeletons of monotone polygons.
Inf. Process. Lett., 2015

Reprint of: Weighted straight skeletons in the plane.
Comput. Geom., 2015

Weighted straight skeletons in the plane.
Comput. Geom., 2015

Statistical Topological Data Analysis - A Kernel Perspective.
Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015

Representing Directed Trees as Straight Skeletons.
Proceedings of the Graph Drawing and Network Visualization - 23rd International Symposium, 2015

A stable multi-scale kernel for topological machine learning.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

2014
Topology-Preserving Watermarking of Vector Graphics.
Int. J. Comput. Geom. Appl., 2014

Straight Skeletons by Means of Voronoi Diagrams Under Polyhedral Distance Functions.
Proceedings of the 26th Canadian Conference on Computational Geometry, 2014

2013
Recognizing Straight Skeletons and Voronoi Diagrams and Reconstructing Their Input.
Proceedings of the 10th International Symposium on Voronoi Diagrams in Science and Engineering, 2013

2012
Computing Straight Skeletons and Motorcycle Graphs: Theory and Practice.
PhD thesis, 2012

A Fast Straight-Skeleton Algorithm Based on generalized Motorcycle Graphs.
Int. J. Comput. Geom. Appl., 2012

On Computing Straight Skeletons by Means of Kinetic Triangulations.
Proceedings of the Algorithms - ESA 2012, 2012

Computing Motorcycle Graphs Based on Kinetic Triangulations.
Proceedings of the 24th Canadian Conference on Computational Geometry, 2012

What makes a Tree a Straight Skeleton?
Proceedings of the 24th Canadian Conference on Computational Geometry, 2012

2011
Motorcycle graphs: Stochastic properties motivate an efficient yet simple implementation.
ACM J. Exp. Algorithmics, 2011

Theoretical and practical results on straight skeletons of planar straight-line graphs.
Proceedings of the 27th ACM Symposium on Computational Geometry, 2011

Approximating a Motorcycle Graph by a Straight Skeleton.
Proceedings of the 23rd Annual Canadian Conference on Computational Geometry, 2011

2010
Watermarking of 2D vector graphics with distortion constraint.
Proceedings of the 2010 IEEE International Conference on Multimedia and Expo, 2010

Computing straight skeletons of planar straight-line graphs based on motorcycle graphs.
Proceedings of the 22nd Annual Canadian Conference on Computational Geometry, 2010

2009
Topology-oriented incremental computation of Voronoi diagrams of circular arcs and straight-line segments.
Comput. Aided Des., 2009


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