AI Applications:

• Graph-based Machine Learning (in cooperation with NEC Heidelberg)
• AI based fake product detection from motion patterns (in cooperation with tesa scribos)
• 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)
• How Many Buyers Does it Take to Build a Car? (in cooperation with CARIAD SE)

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
• Smart-Phone based Emotion Extraction from Audio Data in Psychological Studies

Machine Learning:

• Hyperparameter Optimization for Rule-based Link Prediction