• Machine Learning and Deep Learning
  • Computer Vision
  • Biomedical Image Analysis

Further information on research projects can be found here

  • Semantic machine image processing (understanding of objects, understanding of actions)
  • Robotics (motion planning, human-machine interaction)
  • Neural networks and learning (biophysical realistic modelling but also abstract modelling)

Further information on available project/thesis topics can be found here

  • Plant simulation models
  • Artificial Life
  • Computer Graphics

Further information on available project/thesis topics can be found here

  • Internet technologies and applications
  • Internet of Things and smart cities
  • Big data analytics, especially in socioeconomic context

More students' projects descriptions can be found here

  • Exploring threats to privacy
  • Developing countermeasures to preserve user privacy
  • Empowering users to protect their privacy by providing innovative and usable methods

Further information on available project/thesis topics can be found here

  • Sensor data processing and fusion
  • Environment detection for autonomous systems
  • State estimation and machine learning

Further information on research projects can be found here

  • Semi-structured data
  • Semantic Web

Further information on available project/thesis topics can be found here

  • Data Science Infrastructures
  • Research data management
  • Data analytics pipelines
  • Graph databases

Further information on available project/thesis topics can be found here

Prof. Dr. Kerstin Strecker
  • Computer science in context
  • Data Science at school
  • Computer science and ethics
  • Physical computing
  • Digital skills and school
Prof. Dr. Eckart Modrow
  • Computer science and general education
  • Extension of graphical programming languages
  • Machine learning
  • Natural Language Processing & Computational Linguistics
  • Text Mining for Data from the Humanities and Social Sciences
  • Multimodal Analysis
  • High-performance input and output
  • Data-centric workflows
  • Datacentre management
  • Machine learning in scientific ccomputing
  • Scientific software development

Further information on available project/thesis topics can be found here

  • Machine Learning (Probabilistic Models, Deep Learning, Meta-Learning, Inductive Bias Transfer, Multi-Task Learning)
  • Computational Neuroscience (System Identification, Visual Cortex, Close-Loop Experiments, Explainable Models, Visualization)
  • Computer Vision (Inductive Biases in Image Classification, Tracking)
  • Machine Learning and Medicine (neurodegenerative diseases, medical image analysis, ML in intensive care)

Further information on available project/thesis topics can be found here

  • Computational Neuroscience
  • Machine Learning
  • Computer Vision

Further information on available project/thesis topics can be found here

  • Optimal Transport
  • Image processing and inverse problems
  • Efficient optimization algorithms
  • Optimization for Parallel Computing / High-Performance Computing
  • Data management / Data analysis
  • Cloud infrastructure

Further information on available project/thesis topics can be found here

  • Data Science
  • Natural Language Processing
  • Information Retrieval and Information Visualization
  • Digital Libraries and Web Engineering
  • Applied Machine Learning
  • Blockchain Technology

Find more information about research projects and thesis topics here

  • Software Quality Engineering and Testing
  • Empirical Software Engineering
  • Cloud Computing
  • Usability Engineering

Further information on projects and theses can be found here

  • Mobile Communication
  • Network Security
  • Blockchain Technology

  • Further information on available project/thesis topics can be found here

Prof. Dr. Florin Manea
  • String Solving
  • Efficient Algorithms and Data Structures
  • Text Searching with Applications in Information Retrieval
Prof. Dr. Carsten Damm
  • Complexity of Boolean functions
  • E-learning and interactive teaching resources
  • Approximation of string distances

Sorted alphabetically.