Topics for Master Theses at the Chair for Artificial Intelligence

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