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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. MSIND
2. Chair
3. Team
Felix Fesca - TU Dortmund University

Welz/privat Show all sections Research Interests Time Series Analysis Sustainability Publications Teaching Case Studies I (Winter 2023) R for Data Scientists (Summer 2023) Project Group Green University (Winter [...] (Winter 2022/23) Statistics for Journalists (Summer 2022) Data Science in Context (Winter 2021/22) Short CV Research Experience Since Aug. 2022: Research assistant at the Faculty of Statistics 2014 - 2021: …
1. TRR 391
2. Research
3. Topic Circles
TC03

on verifying model assumptions and constructing new bootstrap procedures for spatio-temporal data analysis. In this TC, we work on resampling for high dimensional models (e.g., A02 , A03 , A04 , C01 , [...] C03 ), model selection and averaging (e.g., A03 , A04 , A07 , B02 , C03 ) and mixed frequencies and data re-alignment (e.g., A01 , A03 , A05 , C03 ). © Sara Cyronek/TU Dortmund …
1. CNI
2. News: 10/15/2021
Machine Learning-Enabled Data Rate Prediction for 5G NSA Vehicle-to-Cloud Communications

empirical analysis of client-based end-to-end data rate prediction for 5G NSA vehicle-to-cloud communications. Although this operation mode is characterized by massive fluctuations of the observed data rate …
1. GRK 2624
2. Research
3. Projects
R1: GenEnv-HDReg

Benchmark for filter methods for feature selection in high-dimensional classification data. Computational Statistics & Data Analysis 143, 106839. doi: 10.1016/j.csda.2019.106839 Foster DP, Karloff HJ, Thaler J [...] screening and variable selection procedures in this project will be applied to data from these studies, particularly to data from the NAKO study, which is currently the largest epidemiological study in Germany [...] CLS as a measure of importance for each variable. The key idea for scaling to large data sets is to divide the data into smaller random batches or consecutive windows of variables. This avoids complex …
1. SAG
2. News: 1/16/2025
Handbook article by Carolin Kunz and Martina Brandt published.

results of studies based on (international) data sets and highlights societal challenges, which we discuss in terms of implications for social structure analysis and ageing research. The article can be accessed …
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. VM
2. Research
Research focus

development of process models for the description of geometric and physical properties, the analysis of recorded sensor data, and the online adaptation of processes directly on the machine tool. Current research …
1. HdHf
2. News: 9/21/2021
From Collegiality to Managerialism in Lithuanian Higher Education

ly investigate historical changes in HE governance and policies in Lithuania and conduct an analysis of data collected through the APIKS Lithuania project survey of academics at Lithuanian public universities …
1. DT
2. Teaching
3. Theses
4. Master
Masterarbeit: Agility in Teams and Organizations

for example, can be used for the work: Primary data collection (interviews or surveys of companies or management consultancies) Analysis of secondary data Requirements: This topic is aimed at students of [...] team dynamics in agile environments: Investigating the composition and interaction of agile teams. Analysis of the distribution of roles and communication within teams. Comparison of different agile methods [...] Examining the adaptability of agile methods to regulated industries (e.g. finance, healthcare). Analysis of best practices to ensure compliance when applying agile methods. Case studies on the successful …