• 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

• Natural language processing & computational linguistics
• Language Models
• Modelling of cognitive data
• Interpretability of neural networks

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

• String Solving
• Efficient Algorithms and Data Structures
• Text Searching with Applications in Information Retrieval

Further information on research topics can be found here