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1. DoCMA
2. About DoCMA
DoCMA – Last projects

previously been involved in data mining in the life sciences and had just started to deal with text analysis. We were looking for an interesting application - that is, for large data sets, and for a partner [...] statistician Jörg Rahnenführer hopes that the collaboration will create standards for the analysis of large amounts of data in communication sciences. This would make it possible to gain comprehensible and, above [...] were included in the examination - an order of magnitude that was unthinkable in the era before Big Data. "In another project, we examined how TTIP is treated on Twitter - compared to the discourse that …
1. Genetik
2. Chair
3. Team
Dr. Birte Hellwig - TU Dortmund

with characteristic distributions Focus of research Statistical analysis of gene expression data Survival Analysis Publications Teaching Data Science in Context (WiSe 2021/22) Introductory Case Studies (WiSe …
1. SBAZ
2. Team
SBAZ - Marieke Stolte

"Providing Information by Resource-Constrained Data Analysis" Since 2022 Associate member of research training group 2624 "Biostatistical Methods for High-Dimensional Data in Toxicology", project P1 "Determination [...] Statistical Consulting and Analysis (SBAZ), Center for Higher Education, TU Dortmund University Since 2022 Academic staff at the Division Statistical Consulting and Analysis (SBAZ), Center for Higher Education [...] M., Sauer L. (2025): DataSimilarity: Quantifying Similarity of Datasets and Multivariate Two- And k-Sample Testing. R package version 0.1.1. https://CRAN.R-project.org/package=DataSimilarity . Stolte, M …
1. SSE
2. Lehre
3. Sommersemester 2025
Proseminar: Incremental Approaches to Program Analysis

Incremental Approaches to Program Analysis LSF: 040604 Moodle : TBA (Registration happens automatically) This proseminar will be given in German. Content Program analysis is the scientific field where programs [...] properties of the program under test. For example, we can show that data successfully reaches its goal in the program or that sensitive data does not flow to places in the program where it can leak to the [...] precompute or reuse partial results from previous analysis runs to reduce the resource consumption for subsequent executions. This can even lead to benefits in analysis soundness and precision. Of course, such …
1. VM
2. Research
3. Research focus
4. Current Projects
Hybrid-XAI

and production Analysis of the trustworthiness of models on the example of machining for qualification for the higher-level planning of manufacturing processes The research project "Analysis of the trust [...] higher-level planning of manufacturing processes" is a cooperation project between the Chair of Data Science and Data Engineering , the Software Engineering by Algorithms and Logic working group and the Virtual [...] application of the models in safety-critical applications. Contact Cooperations Chair of Data Science and Data Engineering Software Engineering by Algorithms and Logic working group …
1. APP
2. News: 6/29/2023
Neutrinos from the Milky Way

physicist and data science expert at TU Dortmund University. "Neural networks, once trained, have a comparatively short and, above all, stable runtime and can therefore be used in the analysis at an early [...] times more neutrinos with an angular resolution improved by a factor of two in our final data set. For the analysis, this means that we are about three times more sensitive," said Mirco Hünnefeld, a doctoral [...] gave us an analysis with really impressive precision." All these successes are not yet sufficient for an observation of neutrinos from the Milky Way. The majority of the events in the final data set (about …
1. IPS
2. Research & Consult
3. Research Areas
Smart Quality

digitalisation, manufacturing companies have access to ever larger amounts of data (process and quality data, measurement and test data, ...), which at the same time present them with the challenge of evaluating [...] use of data analytical procedures in production. These include, among others Analytical methods of classical statistics , including statistical design of experiments (DoE), graphical-explorative data analysis [...] machine learning (supervised and unsupervised learning) Image mining , e.g. for processing image data from optical testing methods Together, this results in innovative research and application fields …
1. RDM
2. RDM at TU Dortmund
3. Data Champions
Data Champions - Hanna Gaspard and Elisabeth Graf

publish their own research data and reuse third-party data while taking data protection into account. You have already published various materials such as instruments and analysis codes via the Open Science [...] participant data” (IPD): here, data are synthesized directly in order to be able to conduct analyses on a larger database. Data protection regulations influence the publication and reuse of research data, for [...] reused data that I would have needed in a very detailed resolution level. Here, I first wrote my analysis scripts with simulated data. These were then executed by the authors with the original data and I …
1. AFE
2. Forschung
3. Algorithmic Foundations
Projects

priority programme on Algorithms for BIG DATA and has been funded from 2014 to 2022. Visit Project Website Practical and Parallel Text Compression for Highly Repetitive Data We want to develop practical algorithms [...] RFID chips, and cameras that continuously produce data and communicate within these cyber-physical systems (CPSs). A natural representation of a linked data set is provided by a graph, where entities are [...] environments. This project is part of the SFB 876: Providing Information by Resource-Constrained Data Analysis (project A6) and has been funded from 2010 to 2022. Visit Project Website …
1. DT
2. Research
3. Research Projects
DFG Digital Work - Digital Transformation, TU Dortmund

of the data set Development of the organizational network Dynamic analysis of the organizational network Survival analysis Interview-based data collection Exploratory analysis Mixed-method analysis Consolidation …