6 papers
Efficient Waste Sorting for Circular Economy: A Confidence-guided comparison between One-Vs-All and One-Vs-Rest Classification Strategies with Human-in-the-Loop for Automated Waste Sorting
Mohammed Fahad Ali, Dominique Briechle, Marit Briechle-Mathiszig +2
The complexity of waste disposal regulations across European countries poses significant challenges for the residents and hinders the transition to a Circular Economy. In Germany,…
Towards LLM-Assisted Architecture Recovery for Real-World ROS~2 Systems: An Agent-Based Multi-Level Approach to Hierarchical Structural Architecture Reconstruction
Dominique Briechle, Raj Chanchad, Tobias Geger +5
Explicit software architecture models are essential artifacts for communicating, analyzing, and evolving complex software-intensive systems. In ROS~2-based robotic systems, however…
Bots and Blocks: Presenting a project-based approach for robotics education
Tobias Geger, Dominique Briechle, Andreas Rausch
To prepare students for upcoming trends and challenges, it is important to teach them about the helpful and important aspects of modern technologies, such as robotics. However, cla…
From Education to Evidence: A Collaborative Practice Research Platform for AI-Integrated Agile Development
Tobias Geger, Andreas Rausch, Ina Schiering +2
Agile software development evolves so rapidly that research struggles to remain timely and transferable - an issue heightened by the swift adoption of generative AI and agentic too…
Preparing Students for AI-Driven Agile Development: A Project-Based AI Engineering Curriculum
Andreas Rausch, Stefan Wittek, Tobias Geger +1
Generative AI and agentic tools are reshaping agile software development, yet many engineering curricula still teach agile methods and AI competencies separately and largely lectur…
The Lifecycle Workbench -- A Configurable Framework for Digitized Product Maintenance Services
Dominique Briechle, Mohammed Fahad Ali, Marit Briechle-Mathiszig +3
The global production of electric goods is at an all-time high, causing negative environmental and health impacts as well as a continuing depletion of natural resources. Considerin…