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1. PVM
2. Practice
3. About Us
Areas of Expertise

management; demographically oriented Human Resource policy. Coaching and Team Coaching. Organizational analysis and employee surveys. Development and validation of Human Resource tools (360° Feedback, Value [...] psychological methodology and statistics (e.g. the statistical evaluation of customer satisfaction data). …
1. AE
Research

Curve/Trajectory Clustering link Curve/Trajectory Simplification link Delay Analysis link Brownian Bridges link Algorithms and Data Structures in Python (notebooks) link Geowordle link Tour4Me link …
1. STABI
2. Staff
Prof. Dr. Christine Müller (Seniorprofessor)

haften - Eine Einführung mit R (2013) Robust Planning and Analysis of Experiments (1997) Workshops Workshop: Robust Methods for Dependent Data Workshop: mODa 11 Former employees former employees …
1. RER
2. Research
3. Projects
4. Current projects
SUR

of sopply infrastructure and strengthen its resielience. As part of this, a risk analysis is being conducted. Risk analysis considers risk as a combination of impact and probability, based on vulnerability [...] WP 4: Analysis of service disruptions of supply infrastructure In WP1, a conceptual framework for risk assessment will be developed based on international and national literature and an analysis of the [...] promote the implementation of disaster prevention measures and the revision of existing plans. In WP4, data on infrastructure locations will be collected to assess the criticality of infrastructure services …
1. Delta
2. Research
3. Machine Learning
CHG spectra analysis

CHG spectra analysis Atomic transition processes usually occur on very short time scales. To temporally resolve these processes, very short light pulses are generated at the synchrotron radiation source [...] Schematic illustration of the CHG principle. Convolutional multilayer neural network (CNN) for the analysis of CHG spectra. Comparison of measured (1st row) and CNN predicted (2nd row) CHG spectra for different [...] settings of the laser compressor (GDD, TOD) and strengths of the chicane (R56). For the NN-based analysis of CHG radiation spectra, they were first simulated for laser pulses with different spectral phases …
1. CNI
2. News: 4/24/2025
Journal Article on DoNext, an Open-Access Measurement Dataset

titled "DoNext: An Open-Access Measurement Dataset for Machine Learning-Driven 5G Mobile Network Analysis," presents DoNext — the most extensive openly available dataset of 4G and 5G mobile network measurements [...] demonstrate the application of ML techniques to predict key performance indicators (KPIs) such as data rate and latency, supporting next-generation mobile use cases like teleoperation and intelligent [...] open-access dataset and tools are designed to foster further research and innovation in mobile network analysis and planning. More information and access to the dataset and article are available below. H. Schippers …
1. TRR 391
2. Research
3. Projects
A03

- Chair of Business and Social Statistics TU Dortmund University Summary In spatio-temporal data analysis structural assumptions on the covariance function, such as symmetry, (spatial) isotropy or various [...] assumptions to develop new and more efficient resampling-based inference procedures for the analysis of spatio-temporal data. We will develop statistical methods to quantify deviations from such assumptions and [...] A03 Resampling and model validation for spatio-temporal data A03 employs complexity-reducing structural assumptions to construct resampling-based inference procedures and develops statistical tools to …
1. Fakultät Statistik
2. News: 1/19/2024
Projects of the German Research Foundation

relevance are explained in more detail below. DFG Project: Network Inference The statistical analysis of network data plays an important role in many areas, including economics and the social sciences. Many [...] will allow applied scientists to apply our methods to their data, but our results can also serve as a starting point for the theoretical analysis of related models. DFG Project: Systemic Risks Constantly [...] project is focused on network inference. The aim of the project is to develop new models for network data and statistical methods for estimation, validation and inference. To this end, the Chair is collaborating …
1. ITL
2. News: 7/1/2011
Integration of logistical nodes in the transport demand modeling of freight transport

for the development of freight transport genesis. Approach By evaluating existing data sources and specially collected data, specific key figures on the genesis of goods flows and customer relationships, [...] and on transport and trip volumes are made available in the sense of the desired typology. The analysis is carried out using selected multivariate/static methods. Building on this, a transport demand …
1. WKF-SB
2. News: 9/20/2024
UA Ruhr-funded Civic Education Research Lab starts in October

workshop to exchange about projects on civic education and learn innovative methods for secondary data analysis, and a digital joint symposium at a scientific conference. In addition, CERL will address important [...] EPKO ), longitudinal educational studies (National Educational Panel Study NEPS ) and application of data science methods in the social sciences ( FAIR ). CERL offers a series of events to connect and foster …