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1. dbis
2. Publications
3. 2018
Efficient Stream Processing of Scientific Data

physics produces volumes of experimental data that challenge any data processing system. To illustrate, the trigger system of the LHCb experiment at CERN must sustain a data rate of 4 TB/s, yet maintain real-time [...] Efficient Stream Processing of Scientific Data Title Efficient Stream Processing of Scientific Data Authors Thomas Lindemann, Jonas Kauke, and Jens Teubner Published Joint Workshop of HardBD and Active [...] experiments on realistic data, we confirm a linear scalability (throughput vs. core count) and a 2.5x improvement in energy efficiency compared to existing solutions. Project Real-Time Analysis and Storage for …
1. CNI
2. News: 4/11/2019
System-of-systems modeling, analysis and optimization of hybrid vehicular traffic

modeling, data science, and communication engineering in order to allow data-driven traffic flow optimization. The proposed model consists of data acquisition, data transfer, data analysis, and data exploitation [...] real world sensor data as well as simulative optimization methods. Based on the results of multiple case studies, which focus on individual challenges (e.g., resource-efficient data transfer and dynamic …
1. Biometrie
Publications

daily practice data. https://doi.org/10.3389/fvets.2025.1611771 Hunsdieck, B., Bender, C., Ickstadt, K., Mielke, J. (2025). Joint models in big data: Simulation-based guidelines for required data quality in [...] referenced data (Publisher's Version) [Dortmund University Library]. doi . org/10.17877/de290r-22855 Ickstadt, K., Müller, H., & Weinert, H. (2022). Data literacy. In C. Weihs (Ed.), Statistical data analysis [...] paper]. Bayesian analysis , 15 (1), 302-306. doi:10.1214/18-ba1141 . Tug, T., Ickstadt, K., Kunz, M., Sutter, A., & Igl, B.-W. (2020). Statistical analysis of in vivo alkaline comet assay data - comparison …
1. Sport
2. Information for Students
3. Degree Programs
Master Data Science in Sports and Health

corresponding acquisition of data, and apply or develop state-of-the-art data analysis methodologies. The combination of data science, sports, and health with an emphasis on largescale data provides an attractive [...] developing interdisciplinary communication skills, proficiency in data analysis, and scientific expertise at the intersection of data science, sports, and health. The regular duration of study is four [...] Master of Science in “Data Science in Sports and Health” Overview The English-language Master program of Data Science in Sports and Health is an expertly designed study program hosted by the Institute …
1. AI
2. Study Programs
Data Science and Big Data

Dortmund University Data Science and Big Data - Certificate Study Program © kozzi2/Shotshop.com Data is available in infinite quantities these days: internal customer data, external data from social media [...] interpret the data - in short, data scientists. They must combine the skills and competencies of computer science, statistics and journalism. The certificate study program Data Science and Big Data is offered [...] media, market, production or logistics data, data from the Internet of Things or from publicly available sources. However, simply collecting data is not enough to be able to provide directional answers to …
1. FAIR
2. Navigation
3. About
4. Scientists
Katja Ickstadt

very large, high-dimensional data, spatial and spatio-temporal point process modeling with applications in biology and epidemiology, Gaussian process modeling and analysis with various applications, and [...] and classification and clustering methods for genetic data. Together with her research group, she maintains an excellent international network of scientists and practitioners in the field of biostatistics [...] ics. Research Interests Bayesian statistics Regression methods for large high-dimensional data Spatio-temporal point process modeling in biostatistics Gaussian process modeling with various applications …
1. IE3
2. Research
3. Third Party Projects
4. Distribution Grid Planning & Operation
GridCloud (Horizon2020)

but also for its access and data management at various levels. Since grid assets transmit data in different formats, it is necessary to coordinate the processing of such data formats to be used by applications [...] sectors, ensuring a secure energy supply. By harnessing the power of artificial intelligence and data analysis, DTs, an emerging digital solution, acts as a bridge between the physical real world and the digital [...] otherhand, the need for Single Source of Truth (SSoT) is a must to weed out any irregular and unathentic data. GridCloud is a multinational project (Austria, Germany and Turkey) focusing on developing energy …
1. MSIND
Math. Statistics and Industrial Applications, TU Dortmund

Multivariate and repeated measurements analysis Resampling techniques Statistical and machine learning methods in theory and practice Survival analysis Time series analysis You can find further information about [...] subpages. News 01/13/2025 Symposium "Recent Advances in Meta-Analysis" We are happy to announce a symposium on "Recent Advances in Meta-Analysis" taking place in Dortmund, Germany, June 30th - July 1st, 2025 [...] in the IBZ. 07/05/2024 Summer School 2024 on Time-to-Event analysis A joint IBS-DR, IBS-ROeS and ÖSG Summer School 2024 on Time-to-Event analysis took place from June, 26-29 in Strobl (Austria), co-organized …
1. sfs
2. Research
3. Research areas
4. Research area sociology of technology
5. Projects
ABIDA (completed)

and Research ABIDA Assessing Big Data Further information on the project can also be found on the ABIDA website . Duration: 01 March 2015–28 February 2019 Assessing Big Data Trust as the basis for interaction [...] social opportunities and risks of linking big data, and drafts options for action for politics, research and development. In-depth study on trust What data do apps get from me and what do I get in return [...] opened up by the collection of big data in large socio-technological systems? How can the traffic network in particular be controlled in real time? What advantages does big data offer for the traffic of the …
1. DoCMA
2. Team
3. Professors
DoCMA – Jörg Rahnenführer

develops statistical methods for the analysis of genomic data for the diagnosis and therapy of diseases, methods for the biological interpretation of genomic data and statistical methods in toxicology …