AI Applications:

• Data-driven Test Cases Generation for Autonomous Vehicles (in cooperation with Robert Bosch AG)
• Automatic Disaggregation of Energy Consumption Data  (in cooperation with MVV Energie AG)
• Information Extraction from Building Plans (in cooperation with Loidl GmbH)
• Parametrizable Answer Generation for Conversational Agents (in cooperation with Aliru GmbH)
• Text Analysis for Requirements Management in Car Software Procurement (in Cooperation with Porsche AG)

Social Impact of AI:

• Acceptance of AI-Based Decision Making
• Exploring Sociological Models of Equality with Social Simulation

Human Activity Recognition:

• Improving Human Activity recognition with Object Occurrence Statistics from Videos
• Automatic identification of activities and their relations in text

Machine Learning:

• Hyperparameter Optimization for Rule-based Link Prediction
• Dynamic Boosting for Varying Feature Spac