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1. Computer Science
2. Studies
3. Study programs
4. Master computer science
5. Technical focus
Cyber-Physical Systems

acquire at least 30 credit points with the following modules: Basic modules Graphical Data Processing Modeling and Analysis of Embedded and Distributed Systems Pattern Recognition Real-Time Systems and Applications [...] ubiquitous systems Advanced modules Operating System Design Computer Vision Data Visualization Modeling, Simulation and Analysis Real-Time Systems Distributed Basic Algorithms Distributed Programming and …
1. CNI
2. News: 10/10/2019
Workshop Series on "Resource constraints in data science - Recent research results and future directions within the SFB 876"

multi-core scheduling for machine learning algorithms, mobile network data analysis and distributed platforms for integrative data analysis. In the second part of the workshop on 17.10.2019, four additional …
1. mibi
2. News: 7/11/2025
News from Sociology of Migration and Education - New publication by Dr. Thomas Kemper and Liubovi Colbasevici

of residence and an improvement in legal status. The results are supplemented by an analysis of current statistical data for Spain and the Netherlands. Link to the publication [...] Nevertheless, there are few findings on the educational situation of Moroccan pupils in Germany. Using data from the official school statistics and the microcensus, this article examines the development of [...] development in the educational situation of pupils with a Moroccan background can be observed. The analysis shows that the trend is due less to a change in the socio-economic situation than to a longer period …
1. FAIR
2. Navigation
3. News and Events
4. Graduate Program
Graduate Program 2024

Random-Effects-, and “Hybrid” Models for Panel Data Lecturer: Dr. Birgit Zeyer-Gliozzo The short course focuses on the analysis of panel data (i.e., data on the same unit, such as individuals or households [...] machine learning and their implication for data analysis, (ii) advantages and limitations of regularized regression models for low, medium and high dimensional data with a focus on the Lasso, (iii) a gentle [...] Learning goals include (i) understanding core concepts of causal inference and its implication for data analysis, (ii) identifying advantages and limitations in the application, and (iii) gaining practical hands-on …
1. IFS
2. News: 9/12/2025
Job advertisement for Professorship in EDS

educational context, (ii) of machine learning for the analysis of questions in educational science and (iii) for the analysis of complex data structures with references to educational science (e.g., in the context [...] l research and data science with a focus on one or more of the following areas in the application and (further) development of quantitative-statistical methods (i) for longitudinal data in the educational [...] your integration into international research networks. Further information: Job posting Educational Data Science Details on the application process and the preparation of application documents can be found …
1. IIM
2. Research
3. Projects
Fraunhofer Data Innovation Lab

Fraunhofer Data Innovation Lab © Fraunhofer Project Details The Data Innovation Lab conducts interdisciplinary research at the interface between business administration, logistics and IT and supports companies [...] s for digitization Software solutions for Industry 4.0, Big Data and the cloud Digital Readiness Assessments Prototype construction Analysis and development of digital capabilities Roadmaps for digital [...] companies in their transformation into the digital age. The Data Innovation Lab aims to achieve the following results: Methods and tools for the design of digital business and process models Integration …
1. MS
2. Professorship
3. Team
4. Employees
Autonomous Nautic Systems (ANS)

traffic situation analysis © Alexander Puzicha GNSS (GPS)-free localization and cartography © Alexander Puzicha Secure software systems for autonomous ships © Alexander Puzicha Sensor data fusion for autonomous [...] localization using triangulation and audio stream analysis Hardware development for autonomous signaling devices on ROS2 AI-based weather and visibility analysis for the situation of reduced visibility Development [...] theses currently to be awarded: Linking radio messages with AIS data and their visualization Logging database and AI-supported analysis for automatic improvement Hardware development for autonomous radios …
1. Department of Statistics
2. Department
3. Professors emeritus
4. Prof. Dr. Walter Krämer
5. Publications
Reviews

nal Statistics & Data Analysis, 1996, 22(3), 333-334). "Robert I. Jenrich: An introduction to Computational Statistics - Regression Analysis" (Computational Statistics & Data Analysis, 1996, 22(3), 335) [...] The analysis of time-series : An introduction" (Computational Statistics & Data Analysis, 1996, 23(1), 201). "W. A. Fuller: Introduction to statistical time series" (Computational Statistics & Data Analysis [...] Krzanowski and David J. Hand: ROC curves for continuous data " (Statistical Papers, 2011, 52(4), 979-980). " Andrew Gelman and Jennifer Hill: Data analysis using regression and multilevel/hierarchical models …
1. MSIND
2. Research
3. Events
Symposium: Recent Advances in Meta-Analysis - TU Dortmund

correlated and overdispersed count data for meta-analysis of binary outcomes 17:30 - 17:55 Mintodê Nicodème Atchadé Robust modeling of sparse and overdispersed COVID-19 Data: a case study on the impact of [...] Bayesian meta-analysis of probabilities and proportions 11:50 - 12:15 Tran Phuc Thien A studentized permutation test for the treatment effect in individual participant data meta‐analysis 12:15 - 12:45 [...] Symposium: Recent Advances in Meta-Analysis Information We are happy to announce a symposium on "Recent Advances in Meta-Analysis" taking place in Dortmund, Germany, June 30th - July 1st, 2025 . The symposium …
1. SSE
2. Team
Andreas Diepenbrock

Static and Dynamic Program Analysis Publications An Analysis of Stack Exchange Questions: Identifying Challenges in Software Design and Development with a Focus on Data Privacy and Data Protection Andreas D [...] Interoperable and Privacy-Respecting Smart City Data Ecosystem Marco Hecktor, Andreas Diepenbrock, Sabine Sachweh IEEE 12th International Conference on Intelligent Data Acquisition and Advanced Computing Systems: [...] Diepenbrock, Florian Rademacher, Sabine Sachweh BDSDST 2017 – 3rd International Workshop on Big Data, Smart Data and Semantic Technologies DOI: https://doi.org/10.18420/in2017_177 Talks Partizipative Plat …