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1. EC
2. News: 2/1/2023
Support for our research wanted!

you are interested in supporting scientific tasks such as literature research, preparation and analysis of data sets, or smaller programming projects in a time flexible way and usually from your home office …
1. APP
2. Teaching
3. Lectures
Expert Laboratory Course

approach advanced topics in this field. The techniques to be learned come from the fields of data analysis, simulation and detector physics, among others. The concepts and background to these techniques …
1. EC
2. News: 7/10/2024
Two articles accepted at the WI 2024

Two papers have been accepted for publication. The first paper entitled “Business Model Types for Data Trustees”, which was written jointly with Fraunhofer ISST and TU Braunschweig by Anzelika Lipovetskaja [...] deals in particular with the different business models of for-profit, non-profit and govermental data trustees. It is a research contribution to our BMBF-funded project proDTM . Our second paper by Maximilian [...] and Future Research Directions of AI-based Anomaly Detection in Manufacturing - A Bibliometric Analysis”. As part of the work, literature was analyzed to reveal potentials for anomaly detection in the …
1. Fakultät Statistik
2. News: 5/22/2025
TRR 391 and the Department of Statistics welcome Professor Sayar Karmakar from the University of Florida

ional Time Series Analysis" as well as for this year's 1st TRR 391 Summer School on „Generalized Additive Modelling and Statistical Methods for High-Dimensional Spatio-temporal Data", taking place from [...] registered participants about statistical methods and applications for high-dimensional spatio-temporal data. Sayar Karmakar has been an assistant professor of statistics at the University of Florida since August …
1. TRR 391
2. News: 5/30/2025
TRR 391 and the Department of Statistics welcome Professor Sayar Karmakar from the University of Florida

ional Time Series Analysis" as well as for this year's 1st TRR 391 Summer School on „Generalized Additive Modelling and Statistical Methods for High-Dimensional Spatio-temporal Data", taking place from [...] registered participants about statistical methods and applications for high-dimensional spatio-temporal data. Sayar Karmakar has been an assistant professor of statistics at the University of Florida since August …
1. EC
2. News: 9/8/2025
AI as a game changer in retail

In addition to opportunities such as intelligent data analysis and a personalized customer approach, Janiesch also points out challenges: insufficient data quality, possible misleading generic content and …
1. MSIND
2. Chair
3. Team
Maria Thurow - TU Dortmund University

Show all sections Research Interests Survival Time Analysis Machine Learning Missing Values Publications Software RealSurvSim: Simulate Survival Data CRAN Teaching Case Studies I (Winter 23/24) Short CV [...] of Statistics Studies M.Sc. (Statistics): TU Dortmund University, 2023. Master's thesis: Benchmark Data Sets and Simulation Models for Time-to-Event Analyses in Oncology. B.Sc. (Statistics): TU Dortmund …
1. ITL
2. News: 10/1/2024
TRR 391 – Spatio-temporal Statistics for the Transition of Energy and Transport

process, and decision variables will be assessed by global sensitivity analysis. Also, methods and results of sensitivity analysis and global optimization of key performance indicators for logistical d [...] logistics systems by using simulation studies, developing appropriate surrogate models, sensitivity analysis methods, and global optimization algorithms. Procedure To reach this goal, the project addresses [...] classes of newly designed meta-models will be developed and compared. One source of uncertainty are data sets for system loads and process settings that are essential for simulation experiments of transport …
1. Lamarr Institut
2. Event: 12/7/2022
Graphs in Space: Graph Embeddings for Machine Learning on Complex Data

Abstract - In today’s world, data in graph and tabular form are being generated at astonishing rates, with algorithms for machine learning (ML) and data mining (DM) applied to such data being established as drivers [...] bridging the “two worlds” of graph data (represented with nodes and edges) and tabular data (represented with rows and columns) by providing means for mapping graphs to tabular data sets, thus unlocking the use [...] research interests span many areas of data mining and machine learning, with special focus on problems related to high data dimensionality, complex networks, time-series analysis, and text mining, as well as …
1. RER
2. News: 6/29/2021
Evolving Regions - Innovative and interactive tool for regional climate impact analysis

perceived impact and empirical values. The participants found that the wide range of climatic and spatial data as well as the innovative and interactive tool, Tableau (see the figure), very helpful and goal-oriented [...] spatially located with the help of the analyses. Parallel to the ongoing roadmap process, more detailed data was collected for the climate impact analyses in the districts and associated municipalities. These [...] into the new version of the climate impact analyses, which will include a wider range of sensitivity data as well as future projections regarding climatic and spatial developments. Furthermore, the remaining …