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1. MSIND
2. Studies
3. Teaching
Industrial Data Science I - Winter 23/24 - TU Dortmund

others: Data and data analysis in industrial environments Data Management Univariate statistics, correlation and regression, feature selection Decision trees and random Forests Cluster analysis and topic [...] is via Moodle. Course : Industrial Data Science 1 WS 23/24, LSF, 042537 Link : will be added soon Course outline The course covers the basics of data mining and data management as well as their industrial [...] Industrial Data Science 2 will be offered, in which the learned, theoretical material can be practically applied to real industrial use cases. This course can be credited for master of data science students …
1. ITPL
2. Teaching
3. Courses
Datenanalyse und Wissensrepräsentation in der Produktion

learn the basics of data analysis in production logistics companies. The module covers the entire chain of knowledge discovery, from data storage in NOSQL databases to selected data mining methods and knowledge [...] logistics are explained using selected process models. In the specific basics of data mining, methods from the field of cluster analysis, decision trees and nearest neighbor classification are introduced. The module [...] such as Big Data and decentralization and shows various possible applications. Supporting concepts such as grid and cloud computing are also addressed. In addition, related areas such as data security and …
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. Physik
2. Event: 3/6/2023
Thesis defense of Kevin Schmidt

up with a simulated data set comparable to MOJAVE archive data. In parallel, the deep learning framework radionets, capable of uncertainty estimates, is built to analyze large data samples with comparable [...] work, I propose a novel cleaning strategy for radio interferometer data based on convolutional neural networks to adjust current analysis strategies to the new telescope standards. This deep learning-based [...] reconstruction technique will allow scientists to focus more on their scientific analysis and omit a vast workload on data cleaning tasks. Various evaluation techniques are created to quantify the trained …
1. TU Dortmund
2. University
3. Departments
Department of Statistics – TU Dortmund University

Master’s) as well as in Data Analysis and Data Management (Bachelor’s), and Data Science (Master’s). The field of statistics consists of applied mathematics and problem-oriented data analysis with interdisciplinary …
1. Fakultät Statistik
2. News: 5/12/2023
"Data Science meets Football" - Evening event at the "SportDataGraphics" exhibition

into the work with sports data at Borussia Dortmund. Professional soccer is becoming one thing above all: increasingly professional. And so the analysis of athletes by means of data is also playing an increasingly [...] ive data on its athletes, Kolodziej and Gerharz tell us in their presentation. Various methods such as blood tests, analysis by GPS tracker or sensor rings and questionnaires are used. Large data sets [...] depends on the background of the coach, he says. Depending on how open-minded he is about the data analyses, the data can be incorporated to a greater or lesser extent into training, match preparation and play …
1. TRR 391
2. Research
3. Projects
A01

A01 Optimal designs for spatio-temporal data A01 has its focus on optimal design of experiments to increase the accuracy of spatio-temporal data analysis. It will develop a novel approach by considering [...] statistical analysis of spatio-temporal data following a model-based approach. The main focus is on the development of a general methodology using the transition between discrete and continuous data structures [...] for model validation developing new concepts of optimal discrimination designs for the analysis of spatio-temporal data (such as optimality criteria based on the Kullback-Leibler distance). Moreover, we also …
1. TRR 391
2. Early Career
Research Training Group STAIRS

methodology for spatio-temporal data analysis. For such an interdisciplinary approach to be successful, TRR 391 requires specialists in modeling spatio-temporal data paired with specific domain knowledge [...] contain a general scientific training on advanced and domain specific methodology for the analysis of spatio-temporal data, STAIRS will also ensure the training of relevant transferable skills. Furthermore, [...] highly qualified scientists who are well prepared for addressing the challenges of spatio-temporal data analysis in the next decades. …
1. AG Kröninger
2. Research
3. Statistical Methods
Theses

Development of a tool for Bayesian data analysis and its application in Monte Carlo tuning Februar 2024 Cornelius Grunwald Development of tools for Bayesian data analysis and their application in the search [...] of correlated background sources on the objective Bayesian analysis of counting experiments Juli 2015 Florian Mentzel Objective Bayesian analysis of counting experiments in high energy physics Juli 2015 [...] performance tests of an ECMC sampler in BAT.jl August 2023 Moritz Terwissen Performing high energy physics data analyses using Julia and BAT.jl Juli 2022 Willy Weber Nested sampling algorithm in BAT.jl August 2021 …