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1. DAES
2. Forschung
3. Forschungsprojekte
SFB 876

Resource-Constrained Data Analysis The collaborative research center SFB876 brings together data mining and embedded systems. On the one hand, embedded systems can be further improved using machine learning [...] learning. On the other hand, data mining algorithms can be realized in hardware, e.g. FPGAs, or run on GPGPUs. The restrictions of ubiquitous systems in computing power, memory, and energy demand new algorithms [...] by LS8 at TU Dortmund Currently, active subprojects from LS12 as part of the SFB (external links): Data Mining for Ubiquitous System Software (Jan. 2019 - Dec. 2022) Methods for Efficient Resource Utilization …
1. IFS
2. News: 10/1/2024
FAIR Learning Analytics Workshop at the IFS

between the participants on various topics that were discussed, such as the selection of log data, data formats, analysis methods, and interpretation options. [...] Dortmund University from September 25–27. Learning analytics is the collection, analysis, and visualization of detailed data about learning processes, and aims to provide learners with information about [...] analyses on learning processes. In the first part of the workshop Effective dashboard design and data visualization for Learning Analytics , Junior-Professor Ioana Jivet from the FernUni in Hagen and …
1. WiWi
2. Studies
3. Degree Programs
4. Business Administration and Economics (B. Sc.)
5. Examination Regulations 2025
6. Competence Profiles
Business Analytics and Operations Management

markets. Systematic analysis of data and decision contexts and creation of forecasts Formal modeling of business optimization tasks Applying and developing algorithms for data analysis and optimization [...] generation of new management tools. The methods portfolio includes mathematical modeling, classical data analysis and optimization algorithms as well as machine learning, matheuristics and agent-based modeling [...] companies using quantitative methods. To this end, existing or potential future processes and associated data are systematically structured, analyzed and recorded using formal models. The aim is to use computer-aided …
1. WiWi
2. Studies
3. Degree Programs
4. Business Administration and Economics (B. Sc.)
5. Examination Regulations 2019
6. Competence Profiles
Business Analytics and Operations Management

markets. Systematic analysis of data and decision contexts and creation of forecasts Formal modeling of business optimization tasks Applying and developing algorithms for data analysis and optimization [...] generation of new management tools. The methods portfolio includes mathematical modeling, classical data analysis and optimization algorithms as well as machine learning, matheuristics and agent-based modeling [...] companies using quantitative methods. To this end, existing or potential future processes and associated data are systematically structured, analyzed and recorded using formal models. The aim is to use computer-aided …
1. Fakultät Statistik
2. Event: 4/20/2023
Statistik im Beruf: Data Science in statutory health insurance: From financial planning to the development of innovative ML products

be used productively and explain to you what is important here apart from good statistical and data analysis skills. The presentation will take place on April 20, 2023 at 4:15 p.m. in M/E 21. [...] M/E 21 Dr. Sermad Abbas and Tobias Kassner (Data Scientists, BITMARCK Service GmbH, Essen) As a managed service provider for more than 80 percent of the statutory health insurance companies, BITMARCK sets [...] of the healthcare system. In this presentation, we will show you how statistics helps to enable a data-driven statutory health insurance. We will also show you how the MLOps process schema turns an idea …
1. Computer Science
2. News: 11/11/2024
Lecture series "Computer science and sustainability"

Wednesday, 13.11.24, 16:15: Emmanuel Müller: Machine Learning for a Green University: data analysis on energy data from TU Dortmund University. Further information studium oecologicum …
1. STABI
2. Staff
3. Prof. Dr. Christine Müller (Seniorprofessor)
Publications Müller

codes and data (3.6 MB). Rendtel, U., Seidel, W., Müller, C., Meinfelder, F., Wagner, J., Chlumsky, J., and Zwick, M. (2022). Statistik zwischen Data Science, Artificial Intelligence und Big Data: Beiträge [...] W. (2019). Statistical analysis of the lifetime of diamond impregnated tools for core drilling of concrete. In: Applications in Statistical Computing - From Music Data Analysis to Industrial Quality I [...] (2019). Detection of anomalous sequences in crack data of a bridge monitoring. In: Applications in Statistical Computing - From Music Data Analysis to Industrial Quality Improvement. Eds. K. Ickstadt …
1. WKF-SB
2. News: 12/10/2021
Interdisciplinary profile area FAIR starts work

brings together researchers from data sciences, statistics, education sciences, psychology, rehabilitation studies, and sociology to develop innovative methods of data analysis to address societal challenges [...] important because increasingly larger and more complex data, such as from longitudinal studies in empirical education research and life course data from sociological aging research, can contribute to s [...] understanding of interrelationships. In the social sciences, increasingly larger and more complex data are available that can contribute to more accurate predictive models (e.g., for outcomes such as school …
1. IFS
2. News: 12/10/2021
Interdisciplinary profile area FAIR starts work

brings together researchers from data sciences, statistics, education sciences, psychology, rehabilitation studies, and sociology to develop innovative methods of data analysis to address societal challenges [...] important because increasingly larger and more complex data, such as from longitudinal studies in empirical education research and life course data from sociological aging research, can contribute to s [...] understanding of interrelationships. In the social sciences, increasingly larger and more complex data are available that can contribute to more accurate predictive models (e.g., for outcomes such as school …
1. ITPL
Research at ITPL

and the requirements for input and output data in simulation are also addressed. Another research field of the department is data analysis with a focus on data mining as well as knowledge representation [...] pillars. This pursues the different coupling mechanisms between data mining and simulation and is reflected in current research projects on data farming and graph analyses. Your contact person for research [...] in production and logistics. In numerous research projects and publications, questions concerning data quality, automation mechanisms and demand-oriented process models have been discussed. © ymgerman …