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1. FAIR
2. Navigation
Research

from the data sciences to analyze large-scale data, in particular, from IGLU and NEPS . Our research with IGLU data focuses on the prediction of reading competence. Our research with NEPS data focuses on [...] math-intensive fields. Additional data sets are considered as well (e.g., BONNS ; Test-M-I ). One cornerstone of FAIR's research on aging and well-being is SHARE 's data, especially the SHARELIFE subset [...] framework will enable applications on streamed or dynamic data updates (e.g. for analyzing sensor data or behavioral traces). Targeted Methodological Research FAIR PIs have previously developed tailor-made …
1. lfo
2. News: 7/7/2025
Integration of a Sankey diagram to visualize material and transport flows in an Excel-based AMR planning tool using Power BI

developed using an example use case? Approach Analysis of the planning context and the initial data Definition of requirements for the visualization Conception of the data structure for Power BI Implementation [...] options does Power BI offer for implementing a dynamic Sankey diagram that is linked to Excel data? How must the data structure of the planning tool be adapted or extended to enable an effective visual repr [...] tool and Microsoft Power BI is to be created in order to automatically prepare the recorded planning data in the form of a Sankey diagram. The visualization should help to present complex transport relationships …
1. CEI
2. Research
Resource Management

different constraints have to be taken into account. We deal with the development and theoretical analysis of new scheduling algorithms. Different methods of combinatorial optimization are used. Furthermore [...] improved considering practical constraints. For this purpose we use simulations with recorded real data mainly from high performance computing systems. Simulation Study Deadline Scheduling Contact …
1. Spatial Modelling Lab
2. Research
3. Research areas
Spatial statistics

interact with novel data sets for which these methods were not originally intended. An example is the case of social media data, some of which are geographically referenced. However, such Big Data sources are [...] structures from our scientific and everyday data sets? What stories do quantified spatial patterns tell us? How do spatial methods interact with different types of data and their properties? How can we approach [...] largely uncontrolled, non-scientific data collection procedures. Using existing methods or novel approaches, we investigate how we can extract spatial patterns from such data sets in order to expand our knowledge …
1. STATML
Uncertainty Quantification and Statistical Learning

Regularization and shrinkage Distributional regression Network analysis Spatial statistics We are co-affiliated with the Research Center Trustworthy Data Science and Security (UA Ruhr). For further Information …
1. IPS
2. Study & Doctorate
3. Courses
Other Events

You can find the direct contact hier . Teaching Contents Analysis and design of processes (part 1) Determination and application of process data (part 2) Concluding method training (part 3) Dates & Application [...] taking the exams and issuing the certificates. REFA Basic Training 4.0 Terms such as work system, time data, processes, costs or structural and procedural organisation are certainly familiar to you. But what [...] training 4.0 you will familiarise yourself with this and with many practical methods around the analysis and design of processes. Contents of the Course The performance and success of a company are decisively …
1. dbis
2. Publications
3. 2020
Variable Word Length Word-Aligned Hybrid Compression

almost 75 % while maintaining line rate performance on FPGAs. Projects Real-Time Analysis and Storage of High-Volume Data in Particle Physics (SFB 876, C5) Publication Log May 2020 camera-ready paper March [...] (Short Paper) Authors Florian Grieskamp, Roland Kühn, and Jens Teubner Published 16th Int'l Workshop on Data Management on New Hardware (DaMoN), Portland, OR, USA, June 2020 Abstract The Word-Aligned Hybrid …
1. Fakultät Statistik
2. News: 8/27/2025
New R-package PrInDT, version 2.0.1 (Authors: C. Weihs, S. Buschfeld, TU Dortmund)

References: Buschfeld, S., Weihs, C. (2025Fc) "Optimizing decision trees for the analysis of World Englishes and sociolinguistic data", Cambridge Elements. Weihs, C., Buschfeld, S. (2021) "Combining Prediction [...] ) and PrInDTRstruc() for classification and regression. In these functions, repeated measurements data can be analyzed, too. Simultaneous modeling The function PrInDTMulab() deals with multilabel clas …
1. Fakultät Statistik
2. Studies
Course Catalog

pre-course. It is recommended for both the Data Science and Econometrics master's programs. The other is a Data Science course that is highly recommended for all Data Science students. For more information [...] Optimality in Estimators and Tests, Decision Theory, Programming with R II, R for Data Scientists, Introduction to Data Science II, Introduction to Statistical Learning, Sampling Techniques, Principles [...] / Master Data Science starting in the winter semester 2022/2023: Applied Econometrics (Applied Economics II - Bachelor) Introduction to Game Theory (Microeconomics I - Bachelor) Causal Analysis: Economics …
1. Spatial Modelling Lab
2. News: 1/21/2026
New team member: Dr Seraphim Alvanides

urban sprawl (e.g. the implications of city expansion), and the mapping and analysis of historical and contemporary spatial data. At our lab, Seraphim will continue his research into the spatial humanities …