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1. APP
2. Research
Cooperations

will take data with the highest precision and data rate ( about 1 petabyte/day). At such data rates, due to lack of measurement system memory, data must be selected in real time and signal data separated [...] of Information through Analysis under Resource Constraints" with the Department of Computer Science , among others. We are part of project C3: "Multi-level statistical analysis of high-frequency spati [...] project is the ever-increasing data rate of astrophysical experiments. The current generation of telescopes does not yet require real-time handling of the recorded data. However, this will become necessary …
1. Department of Statistics
Career prospects

term.” Klaus Breuer Diplom Statistiker “In my job, I do data analysis in quality control and process improvement.” Anna Fritsch Integrated Analysis Statistician “I still need statistics every day in my job [...] aluation of clinical studies.” Chandratre Prerana Werkstudentin Data Analyst “At work, I implement statistical methods for data analysis with R.” Ralph Price Aktuar “Business is international, you get [...] management of drug studies. ” Alexander Gerharz Datenanalyst im Bereich Sportwissenschaft “With data analysis, any hobby can become a profession” Andreas Krause Lead Scientist Modeling and Simulation “Among …
1. SSE
2. Forschung
Publications

Variables in Data-Flow Analysis for C/C++ Philipp Dominik Schubert, Florian Sattler, Fabian Schiebel, Ben Hermann, Eric Bodden In 21st IEEE International Working Conference on Source Code Analysis and Manipulation [...] Testing and Analysis (ISSTA 2024) . DOI: https://doi.org/10.1145/3650212.3652109 Artifact: https://doi.org/10.5281/zenodo.10890011 Preprint A Modular Soundness Theory for the Blackboard Analysis Architecture [...] 96-99, Sept.-Oct. 2022 DOI: https://doi.org/10.1109/MSEC.2022.3184234 BibTeX BIB (245 B) Static Data-Flow Analysis for Software Product Lines Revoking the preprocessor’s special role Philipp Schubert, Paul …
1. Graduiertenzentrum
2. Event: 1/16/2023
An Introduction to the Application of Rasch Measurement | Methods for the Humanities & Social Sciences

a Rasch analysis of a multiple choice test. And they will they will be introduced to the analysis of survey data. Typically Day 2 will involve the analysis of survey data and partial credit data. Also more [...] (and interpret) a Rasch analysis of multiple choice test data, rating scale survey data, and partial credit data. Students will learn how to write up the results of a Rasch analysis for papers, presentations [...] He is the lead author of two Rasch books published by Springer (Rasch Analysis in the Human Sciences, Advances in Rasch Analysis in the Human Sciences). Professor Boone earned his Ph.D. from the University …
1. EconStat
2. Chair
3. Team
M.Sc. Btissame El Mahtout - TU Dortmund

for forecast comparisons Panel data models Energy forecasts Neural networks Teaching Panel Data Analysis 2 (Summer 25) Deep Learning in Energy (Summer 25) Panel Data Analysis 1 (Winter 2024/25) Econometrics …
1. Biometrie
2. Chair
3. Team
Prof. Dr. Katja Ickstadt

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 [...] Regression methods for very large, high-dimensional data Bayesian methods and Markov chain Monte Carlo methods Classification and clustering methods for genetic data Spatial and spatio-temporal point process modeling [...] Summer term 2023 Introduction to Data Science II (LSF , moodle ) Bayes Statistics (LSF , moodle ) Reading Course Linear Models (LSF , moodle ) Visualisation of Sports Data with Prof. Dr. Andreas Groll , …
1. SAG
2. News: 7/19/2024
Successful workshop on "Digital Trace Data in Social Science Research"

ve insight into the use and analysis of digital trace data in the social sciences. In the first part, participants were introduced to various sources of digital trace data, including websites, smartphone [...] l insights were supplemented by practical exercises with R. The second part was dedicated to data analysis and machine learning, in particular text classification models and topic modelling. Again, pa [...] The workshop "Digital Trace Data in Social Science Research" took place at the College for Social Sciences and Humanities in Essen from 26 to 28 June 2024. Led by Prof. Dr. Frauke Kreuter, Prof. Dr. Christoph …
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. AQUA
2. Research
3. Projects
QuARUm

Decisions for Earth Science Data Problem In the analysis of geochemical data, ensuring data quality is essential. Samples copntaminated by detritus may lead to erroneous analysis results and need to be identified [...] moment, performing data cleaning requires repetitive manual work, wasting time and effort. Automating data cleaning tasks would free scientists from this manual effort, leading to better data quality and more [...] simple, user-friendly for crearing automated custom build quality assessments of measured data and literature data. Funding The QuARUm project is conducted in collaboration with Constructor University and …
1. CNI
2. News: 10/10/2019
Workshop Series on "Resource constraints in data science - Recent research results and future directions within the SFB 876"

multi-core scheduling for machine learning algorithms, mobile network data analysis and distributed platforms for integrative data analysis. In the second part of the workshop on 17.10.2019, four additional …