Computational Cell Analytics
Prof. Dr. Constantin Pape
- Machine Learning and Deep Learning
- Computer Vision
- Biomedical Image Analysis
Further information on research projects can be found here
Computational Neurosciences
Prof. Dr. Florentin Wörgötter
- 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
Computer Graphics and Ecological Informatics
Prof. Dr. Winfried Kurth
- Plant simulation models
- Artificial Life
- Computer Graphics
Further information on available project/thesis topics can be found here
Computer Networks
Prof. Dr. Xiaoming Fu
- 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
Computer Security and Privacy
Prof. Dr. Delphine Reinhardt
- 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
Data Fusion
Prof. Dr. Marcus Baum
- Sensor data processing and fusion
- Environment detection for autonomous systems
- State estimation and machine learning
Further information on research projects can be found here
Databases and Information Systems
Prof. Dr. Wolfgang May
- Semi-structured data
- Semantic Web
Further information on available project/thesis topics can be found here
Data Science Infrastructures
Hon.-Prof. Dr. Philipp Wieder
- Data Science Infrastructures
- Research data management
- Data analytics pipelines
- Graph databases
Further information on available project/thesis topics can be found here
Didactics of Informatics
Prof. Dr. Kerstin Strecker, Prof. Dr. Eckart Modrow
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
Digital Humanities
Prof. Dr. Caroline Sporleder
- Natural Language Processing & Computational Linguistics
- Text Mining for Data from the Humanities and Social Sciences
- Multimodal Analysis
High-Performance Storage
Prof. Dr. Julian Kunkel
- 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
Human-Centered Data Science
Prof. Dr. Lisa Beinborn
- 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
Prof. Dr. Fabian Sinz
- 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
Neural Data Science
Prof. Dr. Alexander Ecker
- Computational Neuroscience
- Machine Learning
- Computer Vision
Further information on available project/thesis topics can be found here
Optimal Transport
Prof. Dr. Bernhard Schmitzer
- Optimal Transport
- Image processing and inverse problems
- Efficient optimization algorithms
Practical Informatics
Prof. Dr. Ramin Yahyapour
- Optimization for Parallel Computing / High-Performance Computing
- Data management / Data analysis
- Cloud infrastructure
Further information on available project/thesis topics can be found here
Scientific Information Analytics
Prof. Dr.-Ing. Bela Gipp
- 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 Engineering for Distributed Systems
Prof. Dr. Jens Grabowski
- Software Quality Engineering and Testing
- Empirical Software Engineering
- Cloud Computing
- Usability Engineering
Further information on projects and theses can be found here
Telematics
Prof. Dr. Dieter Hogrefe
- Mobile Communication
- Network Security
- Blockchain Technology
Further information on available project/thesis topics can be found here
Theoretical Computer Science
Prof. Dr. Florin Manea, Prof. Dr. Carsten Damm
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.