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1. AQUA
2. News: 1/24/2024
Marcel Altendeitering defends Doctoral Dissertation

companies). In modern approaches (e.g., data meshes), the quality of data is ensured by the developers of data products. Both, the quantity and the complexity of the data as well as the decentralization of [...] quality of data is a necessary prerequisite for the meaningful use of data. It is therefore essential to develop methods and tools for ensuring and analyzing data quality. The requirements in the area [...] area of data quality are evolving along with the software architecture and the development processes for applications (from individual, locally used relational data to distributed, complex data streams shared …
1. SSE
2. News: 6/22/2021
Award for Paper on Compositional Analysis

In static program analysis, whole-program analysis (WPA) describes the process of analyzing a complete program including all of its dependencies and system libraries. The goal here is to derive properties [...] selected. Paper Preprint: Lossless, Persisted Summarization of Static Callgraph, Points-To and Data-Flow Analysis [...] application code. Interestingly, this rather large part of the application stack rarely changes between analysis runs. In our recent ECOOP Paper, we leverage that fact and provide a lossless modular summarization …
1. CNI
2. News: 6/11/2020
LIMITS: Lightweight machine learning for IoT systems with resource limitations

coupled well-established data analysis framework Waikato Environment for Knowledge Analysis (WEKA). We apply and validate LIMITS in two case studies focusing on cellular data rate prediction and radio-based [...] Exploiting big data knowledge on small devices will pave the way for building truly cognitive Internet of Things (IoT) systems. Although machine learning has led to great advancements for IoT-based data analytics …
1. LRE
2. About us
3. Team
Zohreh Behboudi

July 2024 – Aug 2025: Intern, Data Science, Center for Quantitative Medicine (CQM) at Duke-NUS School of Medicine, Singapore Oct. 2022 – Jun 2023: Researcher and Data Analysis expert, Entekhab Electronic [...] Sciences (IPM), School of Mathematics (Isfahan-Branch), Isfahan, Iran Aug. 2021 – Aug 2025: Data Analysis Expert, Vira Khavarmianeh Technology Development, Isfahan, Iran Sep. 2014 – Aug 2021: Doctoral [...] ResearchGate: Link © TU Dortmund Research interests Reliability Theory Redundant Systems Statistics Data Science Machine Learning Further Information Short CV Aug 2025 – present: Post-doc researcher, Chair …
1. APP
Research

and optimization of Monet Carlo algorithms. Both simulation and data analysis require considerable resources, e.g. in CPU time, memory, data transfer rates and energy. We are working to minimize these resources [...] reconstruction and the energy reconstruction of the messenger particles are highly complex tasks for data analysis. We have therefore developed leading methods of machine learning and artificial intelligence in [...] with computer science and statistics for twelve years in the Collaborative Research Centre 876 "Data Analysis under Resource Constraints" and are continuing this work in cooperation with the LAMARR Institute …
1. Computer Science
2. News: 5/22/2025
Hans Uhde Prize for Felix Stegmaier

static analysis framework developed for the analysis of C/C++ programs at the LLVM intermediate representation (IR) level. It enables researchers and developers to define and solve various data flow problems [...] ral Static Analysis for Unsafe Rust using PhASAR". Felix Stegmaier extended PhASAR to take into account the differences between Rust and C/C++ when compiling in preparation for the analysis. He laid the [...] framework provides essential analyses such as call graph construction, points-to-analysis and class hierarchy analysis and facilitates the development of interprocedural analyses. It was developed by Philipp …
1. BD
2. Chair
3. Working group
Prof. Dr. Andreas Groll

especially in the context of generalized linear/additive (mixed) models and event data analysis Modeling of categorical data Sports statistics, especially modeling and prediction of international soccer …
1. GRK 2624
2. Research
3. Projects
I1: RiskScore

addition to the secretome data, proteome data is already available and RNAseq data will be obtained in 2020. In this project, we will investigate whether and how the omics data sets are associated with [...] external weights, we will divide the data set into a training data set, on which the weights are estimated, and a test data set, on which the association analysis is performed. The weighted risk scores [...] parameters and a questionnaire-based assessment of lifestyle factors. For the separate analysis of each of the omics data, we will develop weighted risk scores (RS) for the association with the outcome Y, …
1. IPS
2. Research & Consult
3. Research Projects
4. 2023
HAawAI

the first time. A (semi) automated analysis of process executions using the process language Human Work Design (MTM-HWD) is targeted. This not only simplifies the analysis, but also enables companies with [...] optimize their production through appropriate analysis, without requiring extensive training initiatives. The desired end state involves the capture of motion data using motion capturing systems and the ensuing [...] potentials, new methods need to be developed. The goal is to simplify and accelerate the process of analysis. © Bott GmbH & Co. KG Objective The research project “HAawAI” aims to enable manufacturing companies …
1. Department of Statistics
2. Studies
Further Education

knowledge regarding the management and analysis of big data. A special feature is the implementation of the acquired knowledge into practice, especially on the basis of own data, and the targeted presentation [...] Further Education Machine Learning in Data Sience The extra occupational certificate program Machine Learning in Data Science (in German) takes place under the sponsorship of the association "Wissenschaftliche …