1 citations · 1 across the 3 of their papers we have counts for
3 papers
Towards Using Behavior Trees in Industrial Automation Controllers
Aleksandr Sidorenko, Mahdi Rezapour, Achim Wagner +1
The Industry 4.0 paradigm manifests the shift towards mass customization and cyber-physical production systems (CPPS) and sets new requirements for industrial automation software i…
Enhancing Object Detection Performance for Small Objects through Synthetic Data Generation and Proportional Class-Balancing Technique: A Comparative Study in Industrial Scenarios
Jibinraj Antony, Vinit Hegiste, Ali Nazeri +4
Object Detection (OD) has proven to be a significant computer vision method in extracting localized class information and has multiple applications in the industry. Although many o…
Federated K-Means Clustering via Dual Decomposition-based Distributed Optimization
Vassilios Yfantis, Achim Wagner, Martin Ruskowski
The use of distributed optimization in machine learning can be motivated either by the resulting preservation of privacy or the increase in computational efficiency. On the one han…