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10.1007_978-3-030-17465-1_22-citation.bib

requiring analysis developers only to specify a definition of the data-flow problem. PhASAR thus hides the complexity of static analysis behind a high-level API, making static program analysis more accessible [...] LLVM-based static analysis framework PhASAR for C/C++ code. PhASAR allows data-flow problems to be solved in a fully automated manner. It provides class hierarchy, call-graph, points-to, and data-flow information [...] whole-program analysis. Analyzing 12 real-world programs using a taint analysis written in PhASAR, we found PhASAR's abstractions and their implementations to provide a whole-program analysis that scales …

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Successful workshop: Introduction to large-scale assessments with R

are crucial for understanding data analysis in this field. The second part focused on practical application in R. Participants went through analysis flows from reading in data to creating tables and visu [...] Last Thursday, the workshop on Introduction to Large-Scale Assessments and Data Analysis with R, led by Dr. Ulrich Ludewig, was held and attracted great interest. The workshop was divided into two parts [...] provided a valuable opportunity for all interested parties to engage intensively with large-scale data analysis. We would like to thank all participants for their commitment and look forward to future events …

Prof. Dr. Jörg Rahnenführer - TU Dortmund

Statistical analysis of gene expression data Statistical analysis of clinical data Survival analysis (analysis of event times) Specific current research topics Statistical analysis of genomic data from toxicology [...] Statistical analysis of genomic data for cancer diagnosis and therapy Methods for biological interpretation of gene expression data Statistical analysis of data from proteomics Analysis of methods for [...] for variable selection Analysis of large text collections using topic modeling Publications Publication list of the chair …

I2: PhenoResp-Pred

project, we will adapt this approach for the integrative analysis of gene expression and DNA methylation data. The integrative analysis of more than two data types has hardly been researched (cf. Ickstadt et [...] responses - from model systems to human diseases Project I2 aims at an integrative analysis of different types of data sets from the liver to improve the prediction of the response of this organ to int [...] including the development of cirrhosis and hepatocellular carcinoma. Gene expression data and DNA methylation data from a mouse model of non-alcoholic fatty liver disease (NAFLD) (leptin-deficient ob/ob …

Research

environment Simulation as an impact analysis and system assessment toolkit Structured analysis of large data sets and high-dimensional data Today, immense amounts of data can be collected and generated in [...] and Analysis Discrete optimization under uncertainty Simulation and optimization methods to support industrial adaptation processes Structured analysis of large data sets and high-dimensional data Computer [...] areas. This data helps to better understand, evaluate and control systems. In order to obtain the necessary information from the data, it must be stored, analyzed and modeled. This requires new data structures …

Alexander Gerharz

Alexander Gerharz © private Job title Data Analyst Where do you work? Borussia Dortmund What do you do specifically in your job? Data analysis of fitness, stress and medical data of the professional department [...] your job? Bringing innovative proposals to an environment that wants to develop in the field of data analysis. …

Daniel Klippert - TU Dortmund University

Statistics Studies: M.Sc. (Data Science): TU Dortmund University, 2024. Master's thesis: An Analysis of Causal Inference Methods for Competing Risks. B.Sc. (Data Analysis and Data Management): TU Dortmund [...] Research Interests Causal Discovery Causal Inference Machine Learning Survival Analysis Teaching Statistical Learning for Big Data (Winter 2024) Short CV Research Experience: Since Jun. 2024: Research Assistant [...] Research assistant M.Sc. Daniel Klippert Send e-mail Phone: +49 231 755 7482 Research Center Trustworthy Data Science and Security Room 203 Joseph-von-Fraunhofer-Straße 25 44227 Dortmund © Daniel Klippert/privat …

LWuS Research

modeling of temporally and/or spatially dependent data and their application in economics and social sciences. He deals with various topics from time series analysis or time series econometrics, increasingly using [...] using methods from the domain of spectral analysis. In particular, bootstrap methods for dependent data are a major subject of his research. Furthermore, he is interested in statistical methods for stochastic [...] stochastic networks and the statistical analysis of text data. Projects Cooperations Doctorates Publications …

Philosophy of Astroparticle Physics

Raw Data to Measurement Results – Epistemological Problems in Data Analysis" In this interdisciplinary workshop we have discussed the epistemological questions concerning measurement, data analysis, and [...] extent to which physical theories and theory-dependent data can be interpreted in realistic terms. Workshop 2026 "Representative Signatures in Data Analysis - Epistemological Reflections" The workshop will bring [...] methods of computer simulation and machine learning, we address the epistemological questions of data analysis as well as the probabilistic and causal-mechanistic explanations of APP. APP bridges the gaps …

Scientists

“Statistical methods in toxicology and bioinformatics • Statistical analysis of gene expression data and clinical data • Survival analysis (analysis of event times)” Prof. Dr. Jakob Rehof Software Engineering [...] methods for spatially and/or temporally dependent data • Time series econometrics • Stochastic network analysis • Natural language processing, text data analysis, topic models and large language models • Economic [...] Statistical Learning” Prof. Dr. Emmanuel Müller Chair of Data Science and Data Engineering “Knowledge Discovery and Data Mining • Algorithms for Big Data Analytics • Verifiable Knowledge Discovery for Human …

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