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1. IPS
2. News: 7/26/2022
The AKKORD research project presented at the automatica trade fair 2022 in Munich

creates a work & learn platform for the implementation of IDS projects. Modular data analysis through the data analysis process chain At the automatica 2022, the Carrera demonstrator presented an abstract [...] to further educate him/herself in his/her field of activity. For example, basic modules on data mining and data visualisation are suggested for user analysts. Summary and outlook Overall, the IPS was able [...] themselves about the project at the IPS stand. With the help of AKKORD, the IPS makes industrial data analysis tangible for everyone. Many thanks to the Scientific Society for Assembly, Handling and Industrial …
1. TRR 391
2. Research
Projects

new statistical methodology for data analysis in energy supply and transport logistics, focusing on transport or distribution networks. B01 Statistical modeling and analysis for state estimation in electrical [...] and Area C, the projects in Area A take a general methodological perspective on the analysis of spatio-temporal data and develop broadly applicable new statistical methodology with a focus on design of [...] nonlinear modeling . The projects in Area B and Area C develop and apply tailor-made inference and data analysis tools for problems arising in the transport of energy and goods , and new econometric methodology …
1. AG Kröninger
2. Research
Statistical Methods

Statistical Methods Typical applications in data analysis include the estimation of free parameters of well-defined models, the comparison of statistical models with data, and the comparison of different models [...] and medical physics, e.g. for the interpretation of data in the framework of effective field theories, for a more accurate analysis of dosimeter data, or for the reconstruction of final states in events [...] models with each other. The Bayesian Analysis Toolkit (BAT) is a tool for these applications. It is based on Bayes' theorem and uses modern algorithms, e.g. Markov Chain Monte Carlo and Nested Sampling, to …
1. EC
2. News: 7/3/2024
Successful completion of the dissertation!

colleague Philip Stahmann has successfully completed his dissertation on the topic of AI-based data analysis in digitized production at the Department of Management Support and Information Systems at the [...] applications as well as methods of artificial intelligence, esp. machine and deep learning, for data analysis in the fields of industry and medicine . Congratulations and we look forward to further collaboration …
1. SMS
2. Research
Projects of chair sms, department of statistics

statistical methods for psychological diagnostics. This includes in particular methods for the analysis of data from psychometric achievement tests (such as mathematics tests from PISA or intelligence tests) [...] theory, structural equation models) Modeling of longitudinal data Machine learning methods in psychometrics Automatic item generation Meta-analysis of diagnostic procedures Meta-analyses Current Projects Completed …
1. AI
2. Event: 2/4/2026
Lessons from Synthetic Health Data Generation: Fidelity, Privacy, Augmentation & Time

he heads the Intelligent Data Analysis Group consisting of 17 academic staff, 15 PhD students and 4 post-docs. He has been researching Artificial Intelligence and Data Analysis for 28 years and has published [...] have arisen from our synthetic data work are issues with bias, even when working with comprehensive national data, and with concept drift where subsequent batches of data move away from current models and [...] hofer-Strasse 25, 3rd floor Abstract: Primary healthcare care data offers huge value in modelling disease and illness. However, this data holds extremely private information about individuals and privacy …
1. MSIND
2. Studies
3. Theses
Topics for Theses

areas. Survival Time Analysis Inference and uncertainty quantification for multi-stage models Comparisons based on reconstructed data Estimation procedures in survival time analysis using machine learning [...] dimension reduction based on machine learning methods Time series analysis based on machine learning methods Analysis of multivariate data Tests regarding covariance matrices for observations with missing …
1. BBV
2. News: 8/3/2023
Researcher in planning and spatial development (w/m/d)

interdisciplinary analysis, making use of (quantitative) geospatial analysis and (qualitative) methods from social sciences. Urban form analysis is performed through morphological settlement analysis and classification [...] physical urban form and land policies. To give answers, an innovative approach combines data-driven spatial analysis and a neo-institutional perspective on practices of land policy and applies it to a c [...] scale (from settlement bodies to buildings) using French and German geospatial data products. Through case study analysis, you will identify relevant land policies through planning documents, planning …
1. SBAZ
Statistical Consulting and Analysis (SBAZ) - Offers

tabular and graphical representation of the data, the selection of appropriate statistical methods and performing the analysis, and the interpretation of analysis results and the formulation of statistical [...] Offers The division of Statistical Consulting and Analysis (SBAZ) provides advice and assistance with all questions related to statistical issues and problems. In particular, the SBAZ helps with the planning [...] External customers: In the course of an initial consultation (1 hour), we obtain an overview of your data and your questions; minor problems may then be solved or minor questions answered. The initial co …
1. Sport
2. Research
3. Projects
4. Completed Research Projects
AIM

process-relevant data. Furthermore, it reports back individually tailored health-related information, e.g. ergonomic assessments of the employees' movements. The motion data recording and analysis required for [...] The core components of the project consist of context-sensitive information provision, analysis of movement data, and individual method training for employees. The assistance system to be developed is [...] in the future. Current processing status Completion of the final conception of an adequate motion analysis algorithm based on motion science pattern recognition methods. The goal in the 3rd project year …