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1. IE3
2. Institute
3. Vacancies
PhD Position in Sustainable Energy Systems Group

envelope properties from operational monitoring data Development of inverse modelling and data-driven characterization methods Long-term monitoring and analysis of buildings in living lab settings Detection [...] engineering, mechanical engineering, physics, data science, or a related field Strong interest in building energy performance, monitoring, and data analysis Knowledge of building simulation, building i [...] PhD Position: Data-Driven Characterization of Real Building Performance Using Monitoring Data The Sustainable Energy Systems group at ie³ is seeking a highly motivated PhD candidate to conduct research …
1. IPS
2. News: 2/9/2024
Open-access book "Industrial Data Analysis" published with reports from science and practice

The book "Industrial Data Analysis" presents a comprehensive compilation of contributions that illuminate the integrated and interconnected application of data analysis in dynamic value networks. With [...] spectrum of topics and perspectives. The contributions address various aspects of industrial data analysis, including methods and technologies, the integrated networking of production processes, innovative [...] presented provide a solid foundation for shaping future developments in the field of industrial data analysis. It is our collective goal to fully harness the potential of these technologies and thereby contribute …
1. STATML
2. Curriculum Vitae
Professional Activities

Modeling (since 2021) Guest Editor Advances in Data Analysis and Classification, Special Issue: 'New methodologies interconnecting Statistical Learning, Data Science, and Artificial Intelligence for high-quality [...] Advances in Statistical Analysis (since 2020) Journal of Agricultural, Biological and Environmental Statistics (since 2019) Referee Annals of Applied Statistics Bayesian Analysis Biometrical Journal Co [...] Computational Statistics Computational Statistics and Data Analysis Journal of Applied Econometrics Journal of the American Statistical Association Journal of Computational and Graphical Statistics Journal …
1. Department of Statistics
2. Prospective Students
Statistical Topics

regression Analysis of the general concept of data depth for special questions Statistics in daily life Statistics and data protection - anonymization methods as an approach to conflict resolution Data analytical [...] time-series Markov-chain models to the water supply of the Ruhr Statistical methods for the analysis of ozone data Quality assurance, technology, industry Statistical monitoring of cracks in prestressed concrete [...] clinical study on the metabolism of old people after surgery Classification and clustering of genetic data Comparison of two chemotherapy schemata for the treatment of metastatic colorectal carcinoma Biology …
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. IPS
2. Research & Consult
3. Research Projects
4. bis 2023
Collaborative Research Centre 876

IPS/TU Dortmund SFB876 Availability of Information through Analysis under Resource Constraints (Subproject B3: Data Mining in Sensor Data of Automated Processes) (Project duration phase 3: January 2019 [...] validated and evaluated on real data, which originate from real use cases and are associated with corresponding limitations. The tasks and challenges of industrial data analysis in production systems were explored [...] costs. Funding Reference The sub-project B3 "Data Mining in Sensor Data of Automated Processes" of the SFB 876 "Availability of Information through Analysis under Resource Constraints" is funded by the …
1. Physik
2. Event: 7/13/2022
Thesis defense of Philipp Ibis

violation in different B0 → DD decay modes are presented using data collected by the LHCb experiment. The analysis of B0 → D∗±D∓ decays utilises data corresponding to an integrated luminosity of 9 fb−1 collected [...] are consistent with the previous world average. The analysis of B0 → D+D− decays uses data corresponding to 6 fb−1 collected at 13 TeV. The analysis is ongoing and currently still blind. The evaluated …
1. FAIR
2. Navigation
3. News and Events
4. Workshops
FAIR Workshop on Analyzing Intervention Effects

for data handling and visualization. We will cover key topics such as creating, structuring, and displaying single-case data, as well as generating single-case data plots. Moving into data analysis, we [...] tests for non-parametric data as well as statistical power analysis in experimental design planning. In the third part, participants will apply the presented methods to their own data sets and discuss the [...] single-case or small data sets. The goal is to present both data and underlying research hypothesis, and to apply the methods and ideas presented in the workshop to their own data. We will first work in …
1. SSE
2. News: 4/28/2025
New Members of Our Research Group

field of data privacy. Together with our group he will explore how static program analysis can be used to answer questions in data privacy. The working title of his dissertation project is Data Protection [...] doctorate from the Technical University of Darmstadt for his work in modular collaborative program analysis. He is a key contributor to the OPAL framework. He has chosen our research group for his postdoctorate [...] choices on the quality of call-graph analyses. These analyses are a basic building block in program analysis. They directly influence the precision and efficiency of analyses built on top. Andreas Diepenbrock …
1. Spatial Modelling Lab
2. News: 6/29/2022
Contribution to the Dortmund Data Literacy Certificate Programme

skills in handling data, reading statistics, and communicating data-based research and empirical results. Our colleague René Westerholt contributed a lecture on the topic of geographical data with a special [...] onfirmatory spatial data analysis and spatial econometrics. The range of lectures offered by the Spatial Modelling Lab complements the certificate programme, which also offers data-related considerations [...] special focus on their statistical analysis. Starting with fundamentals of geographic data acquisition including coordinate reference systems, the lecture provided students with an overview of the special c …