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1. IPS
2. News: 1/31/2025
HAawAI research project enters final phase

execution analysis of manual motion sequences using motion capturing and artificial intelligence. The project supports the implementation of time and ergonomics studies based on video data using machine [...] and provides support in the form of advice, practical application, validation and the provision of data. Special thanks go to the companies involved for their interest and commitment, which has made a …
1. Pattern Recognition
Research - Pattern Recognition Group TU Dortmund

analyze the sensory data and react intelligently and appropriately to certain events occurring in these surroundings. Relevant events are associated with reappearing patterns in the sensory data streams. Thus [...] addressed come from the fields of computer vision, acoustic signal processing, and document image analysis. In these areas techniques for the natural and robust interaction between technical systems - like …
1. dbis
2. Publications
3. 2008
Dependable Cardinality Forecasts for XQuery

forecasts for arbitrary XQuery (sub)expressions. Our approach benefits from a light-weight form of data flow analysis. Abstract domain identifiers guide our query analyzer through the estimation process and allow [...] estimation can be plugged in seamlessly. We demonstrate an implementation of this interface based on data guides . Experiments show how our approach can equally cope with both, structure- and value-based …
1. Physik
2. Study
3. Funding of Students
4. Awards
Till Moritz Karbach Prize Department of Physics

Bayesian data analysis and their application in the search for physics beyond the Standard Model 2020 Dr. Maximilian Meier Search for astrophysical tau neutrinos using 7.5 years of IceCube data 2019 Dr …
1. Sport
2. News: 9/19/2025
Visiting Scientists | Digital Phenotypes and Biomarkers Research

Sports Analytics at the Department of Sport Science at Ruhr University Bochum and the Research Group Data Analytics in Sport Science at TU Dortmund University are pleased to announce that they will host Mr [...] in the discovery and validation of digital phenotypes and digital biomarkers for mental health analysis. He uses AI-based methods to analyze movement behavior and sleep patterns captured by wearable [...] symptoms of depression and anxiety. A key objective is to collaborate on the transformation of raw data of movement behavior from wearables into meaningful characteristics and insights that can support …
1. IPS
2. News: 10/15/2025
Innovative Competence Management: Successful Completion of the pro-kom Research Project

that integrates the necessary features into a unified interface while enabling centralized data collection, analysis, and management. The developed demonstrator is designed as a web-based application designed [...] targeted personnel development and planning of measures. Companies can flexibly incorporate their own data management systems and customize the application and its modules according to their needs. This f …
1. IFS
2. Research
Team Heppt

under conditions of increasing heterogeneity. To this end, we use data from large-scale assessment and educational studies as well as data from field-experimental intervention studies (including video analyses) [...] subject- integrated language support in all-day schools, such as in the ongoing KoPaS project. 3. Analysis and improvement of (linguistic) classroom interactions: The guiding principle for this area of work …
1. GRK 2624
2. Research
Publications

gene expression data can improve the quality of hepatotoxicity prediction compared to cytotoxicity analysis alone. A particular challenge is that high-dimensional gene expression data must be summarized [...] stumps for modeling interactions Lau,M., Schikowski, T., Schwender, H. Computational Statistics & Data Analysis , 213, 108247, 2026. https://doi.org/10.1016/j.csda.2025.108247 part of research area "Regression" [...] methods on high-dimensional data Stolte, M., Schreck, N., Slynko, A., Saadati, M., Benner, A., Rahnenführer, J., Bommert, A. M., & for the topic group “High-dimensional data” (TG9) of the STRATOS Initiative …
1. WI
2. Research
Projects

telecommunications service provider Data mining to support decision-making processes Data mining is known as the application of algorithms to determine data patterns from large data sets. This dissertation extends [...] processes through data mining methods. First, a formal 'construction kit' for the development of new data mining methods is introduced, which includes the design possibilities of data mining model types [...] decision-making processes by data mining is derived from the consideration of economic data mining applications. The model type of the decision model is considered in more detail and a data mining procedure for …
1. Department of Statistics
Landingpage

studies, you learn to make data-based decisions and find out how probabilities work. Standard period of study: 6 semesters (free admission) Data Science B.Sc. Studying Data Science gives you a hands-on [...] at a desk. Although statistics consists of a lot of applied mathematics and problem-oriented data analysis, it also requires interdisciplinary work . Today, hardly any subject in science and business can [...] set early on.“ Career prospects © Adobe Stock More and more data in all industries create a rapidly increasing demand for statisticians and data scientists . The career prospects are excellent due to the …