18 citations · 35 across the 10 of their papers we have counts for
10 papers
Transparency as Architecture: Structural Compliance Gaps in EU AI Act Article 50 II
Vera Schmitt, Niklas Kruse, Premtim Sahitaj +1
Art. 50 II of the EU Artificial Intelligence Act mandates dual transparency for AI-generated content: outputs must be labeled in both human-understandable and machine-readable form…
Toward an Agricultural Operational Design Domain: A Framework
Mirco Felske, Jannik Redenius, Georg Happich +1
The agricultural sector increasingly relies on autonomous systems that operate in complex and variable environments. Unlike on-road applications, agricultural automation integrates…
Development of Hybrid Artificial Intelligence Training on Real and Synthetic Data: Benchmark on Two Mixed Training Strategies
Paul Wachter, Lukas Niehaus, Julius Schöning
Synthetic data has emerged as a cost-effective alternative to real data for training artificial neural networks (ANN). However, the disparity between synthetic and real data result…
Agricultural Industry Initiatives on Autonomy: How collaborative initiatives of VDMA and AEF can facilitate complexity in domain crossing harmonization needs
Georg Happich, Alexander Grever, Julius Schöning
The agricultural industry is undergoing a significant transformation with the increasing adoption of autonomous technologies. Addressing complex challenges related to safety and se…
Keep Calm and Relax -- HMI for Autonomous Vehicles
Tima M. Yekta, Julius Schöning
The growing popularity of self-driving, so-called autonomous vehicles has increased the need for human-machine interfaces~(HMI) and user interaction~(UI) to enhance passenger trust…
AI for non-programmers: Applied AI in the lectures for students without programming skills
Julius Schöning, Tim Wawer, Kai-Michael Griese
Applications such as ChatGPT and WOMBO Dream make it easy to inspire students without programming knowledge to use artificial intelligence (AI). Therefore, given the increasing imp…
AI-Supported Assessment of Load Safety
Julius Schöning, Niklas Kruse
Load safety assessment and compliance is an essential step in the corporate process of every logistics service provider. In 2020, a total of 11,371 police checks of trucks were car…
AI-in-the-Loop -- The impact of HMI in AI-based Application
Julius Schöning, Clemens Westerkamp
Artificial intelligence (AI) and human-machine interaction (HMI) are two keywords that usually do not fit embedded applications. Within the steps needed before applying AI to solve…
AI for Closed-Loop Control Systems -- New Opportunities for Modeling, Designing, and Tuning Control Systems
Julius Schöning, Adrian Riechmann, Hans-Jürgen Pfisterer
Control Systems, particularly closed-loop control systems (CLCS), are frequently used in production machines, vehicles, and robots nowadays. CLCS are needed to actively align actua…
Should You Go Deeper? Optimizing Convolutional Neural Network Architectures without Training by Receptive Field Analysis
Mats L. Richter, Julius Schöning, Anna Wiedenroth +1
When optimizing convolutional neural networks (CNN) for a specific image-based task, specialists commonly overshoot the number of convolutional layers in their designs. By implicat…