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1. APP
2. Research
Radio Astronomy

observations is the data mining of sensor metadata. Topics covered in Dortmund include: Jet kinematic analysis Analysis of LOFAR observations Robotization of the MPG-SKA prototype antenna Analysis procedure for [...] SKA - the research area of large data sets is becoming increasingly important for radio astronomy. Analysis of all observations in reasonable time requires new analysis techniques. In collaboration with [...] TU Dortmund The radio galaxy 3C84 observed with the Very Long Baseline Array (VLBA) in 2016, with data from the VLBA-BU Blazar Monitoring Program. The use of meter wavelengths for astrophysical research …
1. LRE
2. Education
3. Courses
Introduction to Computational Methods for Engineering

exercises and small projects (3 h each). Data visualization: Graphs, surface plots, visualizing multidimensional datasets, proper plotting hygiene. Data analysis: Fourier transformation, regression, error [...] Introduction to Matlab / proper coding hygiene (MFA) ?? Session 2: 14.05.25 Data visualisation (MFA) Session 3: 21.05.25 Data analysis (MSD) Session 4: 28.05.25 Simulation (MSD) Session 5: 04.06.25 Optimization [...] it aims at providing illustrative insights into indispensable methods (such as computational data analysis, simulation, or optimization and machine learning). These insights are intended to facilitate …
1. GRK 2624
2. Research
3. Projects
I8: Clust-DiffExp-RNA

Integrative analysis of clustering and differential expression for single-cell RNA data In project I8 (Integrative analysis of clustering and differential expression for single-cell RNA data) , we will [...] orchestrating this phenotype. Traditional scRNA-seq data analysis pipelines have considered cell clustering and differential gene expression analysis as two different steps, e.g., by first clustering the [...] g”) problem, if one proceeds with differential expression analysis without accounting for the previous data-driven clustering on the same data (e.g., Chen and Witten, 2023). In this project, instead, we …
1. FAIR
2. Navigation
3. News and Events
4. Workshops
FAIR Workshop on Sequence & Streaming Data Analysis

FAIR Workshop on Sequence & Streaming Data Analysis The interdisciplinary research area FAIR organizes a two-day workshop on Sequence and Streaming Data Analysis. The goal of this workshop is to obtain [...] g of similarity measures, classification and clustering algorithms for sequence data as well as streaming data analysis. Our invited speakers are: André Nusser (University of Copenhagen) Chris Schwiegelshohn [...] Coresets Abstract: Coresets are arguably the most important paradigm used in the design and analysis of big data and data stream algorithms. Succintly, a coreset compresses the input such that for any candidate …
1. TRR 391
Research

goals: Create and advance an interdisciplinary framework of methods for scalable spatio-temporal data analysis bringing together the expertises from statistics, mathematics, computer science, econometrics [...] electrical engineering and energy economics. Develop novel statistical theory for spatio-temporal data analysis from a joint methodological perspective in a wide range of prototypical and highly relevant a [...] people and goods which, on the one hand, supports decision-making in these areas by solving specific data analytic problems, and is, on the other hand, also broadly adaptable in other fields of applications …
1. APP
Teaching

in greater depth. In the area of Data Science , we offer the lecture " Statistical Methods for Data Analysis " (SMD). In this lecture, modern knowledge of data analysis is taught as we have developed and [...] two-semester course follows in its structure chronologically the possible temporal sequence of a data analysis and is based on an alternation of theoretical and practical learning units, which are taught in [...] knowledge imparted in the lecture is a prerequisite for carrying out final theses with a focus on data analysis in various subfields of physics, respectively working groups at the faculty. The lecture could …
1. VM
2. Research
Profile

design of geometric and physically-based models for simulating machining processes, the analysis of sensor data, and the development of methods for an online adaptation of machining processes directly [...] based analysis and an optimization of the processes will be possible prior to the real manufacturing operation. Therefore, the development of process models and methods for an efficient analysis of the [...] the resulting data, for the visualization and preparation of complex interrelationships and for the optimization of the manufacturing processes is necessary. Together with the RG Simulation and Process …
1. ETIT
2. Research
Image Processing

image data are interpreted using pattern classification methods. Furthermore, approaches are being developed for the image-based generation of topographical maps and for the analysis of spectral data for [...] Christian Wöhler Image processing is concerned with the development of methods for the automated analysis of image data. One focus of the Image Signal Processing department is on methods for image-based 3D re …
1. ITMC
2. Our Services
3. Applications
App-Entwicklung

of the software, which is also taken over by the ITMC. Data Protection The ITMC provides advice to ensure data economy and DSGVO-compliant data processing. It ensures that the software is operated in [...] to be solved must be analysed. The ITMC helps with a lot of project experience. Problem Analysis / Market Analysis What exactly is needed? Is there already software that largely solves the problem? If so [...] at TU Dortmund. The necessary interfaces are developed by the ITMC. New Development If the market analysis shows that nothing fits and if a new infrastructure would solve relevant problems, it becomes necessary …
1. ITMC
2. Our Services
3. Tailored Services
App Development

of the software, which is also taken over by the ITMC. Data Protection The ITMC provides advice to ensure data economy and DSGVO-compliant data processing. It ensures that the software is operated in [...] to be solved must be analysed. The ITMC helps with a lot of project experience. Problem Analysis / Market Analysis What exactly is needed? Is there already software that largely solves the problem? If so [...] at TU Dortmund. The necessary interfaces are developed by the ITMC. New Development If the market analysis shows that nothing fits and if a new infrastructure would solve relevant problems, it becomes necessary …