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1. Department of Statistics
2. Department
3. Professors emeritus
4. Prof. Dr. Joachim Kunert
Publications

for Relationships between Data Sets . FLAIR SENS Project Vol. 2 No 3, 69 - 73. Kunert, J. 1993): On designs with a non-orthogonal row-column structure Model Oriented Data Analysis . W.G. Müller, H.P. Wynn [...] and Analysis of Experiments. Y. Dodge, V.V. Fedorov and H.P. Wynn (eds.), North Holland, 123 - 131. Kunert, J. (1987): Optimal block designs for correlated observations. Model-oriented data analysis. V [...] Biometrical Journal 42 , 111 - 118. Kunert, J. (2000): Workshop on the Statistical Analysis of Sensory Profiling Data: Randomization / Permutation / ANOVA . Food Quality and Preference 11, 141 - 143. Meyners …
1. dbis
2. Publications
3. 2017
Efficiently Storing and Analyzing Genome Data in Database

Efficiently Storing and Analyzing Genome Data in Database Systems Title Efficient Storage and Analysis of Genome Data in Databases Authors Sebastian Dorok, Sebastian Breß, Jens Teubner, Horstfried Läpple [...] Genome-analysis enables researchers to detect mutations within genomes and deduce their consequences. Researchers need reliable analysis platforms to ensure reproducible and comprehensive analysis results [...] the complete genome-analysis process, because (1) database systems suffer from high storage overhead for genome data and (2) they introduce overhead during domain-specific analysis. To overcome these …
1. Spatial Modelling Lab
2. Event: 12/4/2020
RAM Colloquium with Prof. Dr Bernd Resch

methods for data analysis, knowledge generation and information visualisation. This talk outlines opportunities and innovative methods (including machine learning approaches) of data-driven analysis for hu [...] use of disruptive digital technologies like mobile phones, cities have transitioned from data-scarce to data-rich environments. A variety of large-scale human-generated datasets, wearable sensing technologies [...] human-generated data to generate new insights into geospatial social phenomena. …
1. DT
2. Teaching
3. Lectures
4. Winter term 2025/26
PhD: Research Methods in Information Systems - DT

learn about research procedures for quantitative data analysis, ranging from data understanding & preparation, visualization, analysis, to evaluation. The tutorial includes practical application along these [...] sources of web-based data, discuss alternative data sourcing strategies, and ways of producing analysis pipelines. In a deeper dive, participants learn methods of network analysis on micro-, meso- and [...] CSUR and IJMR. Data- and Network Analysis (Hannes Rothe, UDE) We will introduce participants to explanatory and exploratory quantitative research methods with a focus on network analysis. They will learn …
1. IPS
2. News: 4/30/2021
“Analysis Modules and Configuration” - work report from the AKKORD research project

sought so that data analyses can also be used for SMEs in value networks at a reasonable time and effort: By establishing a configuration concept for automated model building and data analysis, uniform analysis [...] generation of analysis dashboards is intended to enable individualizable solutions for practical in-field deployment. With the help of a user-oriented configuration assistant for data analysis, use case-dependent [...] In the field of analysis modules and configuration aspects, RapidMiner GmbH and the Institute of Production Systems (IPS) at TU Dortmund University are leading the work on the required partial solutions …
1. MSIND
2. Chair
3. Team
Daniel Klippert - TU Dortmund University

Statistics Studies: M.Sc. (Data Science): TU Dortmund University, 2024. Master's thesis: An Analysis of Causal Inference Methods for Competing Risks. B.Sc. (Data Analysis and Data Management): TU Dortmund [...] Research Interests Causal Discovery Causal Inference Machine Learning Survival Analysis Teaching Statistical Learning for Big Data (Winter 2024) Short CV Research Experience: Since Jun. 2024: Research Assistant [...] Research assistant M.Sc. Daniel Klippert Send e-mail Phone: +49 231 755 7482 Research Center Trustworthy Data Science and Security Room 203 Joseph-von-Fraunhofer-Straße 25 44227 Dortmund © Daniel Klippert/privat …
1. Sport
2. Research Groups
3. AB 7: Data Analytics in Sport Sciences
Research AB 7

health Wearable accelerometry Activity reconition Compositional time-use data analysis Movement behavior profile analysis Data-driven health Deep learning Machine learning Emerging topics we are interested [...] Research The research group of Data Analytics in Sport Scince is overall interested in applied machine learning and data science on fields of applications realted to movement, sports, and health. Topic …
1. Department of Spatial Planning
2. Event: 6/25/2025
Colloquium on housing policy: Data potential and digital tools for needs-based housing supply

digital tools and innovative data analysis in the field of housing and urban development? How do the fields of housing and urban development benefit from new data analysis and the use of digital tools [...] implementation of specific projects. The innovative analysis of existing data and the use of new tools such as digital twins create new and multi-layered data streams that significantly expand knowledge about [...] immediately and on a larger scale than before. Innovative data analysis and digital tools and processes act as accelerators in this regard. Many new analysis and digitalization approaches in the fields of housing …
1. EWF
2. Teaching
3. Summer term
Fundamentals of Econometrics

economic problems by means of statistical data analysis. First, causality and the experimental ideal are discussed. Then bivariate and multivariate regression analysis are dealt with. There is also a systematic [...] Bachelor Fundamentals of Econometrics Module: Module 7b: Information and Data Analysis II Lecturer: Michael Böhm / Andreas Lück Scope / Credits: 4 SWS / 7,5 Credits Course type: Lecture and exercise Language: [...] Finally, panel data and methods are introduced. In the tutorials, in addition to theoretical tasks, the methods learned are applied practically. This is done using statistical software and data sets from actual …
1. IPS
2. Research & Consult
3. Research Projects
4. 2023
ProData

t from a data-related perspective. This includes the integration of existing data from the different process steps and their cross-process analysis. In the first phase, a data science team will merge and [...] efficiently analyze this data and detect process and material anomalies to proactively and predictively monitor and improve process and part quality. Since data evaluation and analysis in the context of plastics [...] goal is to apply data science methods to efficiently analyze and predict process and material anomalies. This includes establishing a system for continuous data collection and analysis to support a continuous …