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1. FAIR
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individualized, data-driven, and need-based adaptations of interventions in authentic contexts. The FAIR-researchers will use “big” (large data sets) and “small” (small case numbers) data to optimize prognostic [...] Approximation 07/22/2024 Successful workshop on "Digital Trace Data in Social Science Research" From June 26 to 28, 2024, the workshop "Digital Trace Data in Social Science Research," organized by the research [...] The interdisciplinary research area FAIR organizes a two-day workshop on Sequence and Streaming Data Analysis. 08/31/2022 Agile Working On August 18th and 19th, the FAIR team attended a training on agile …
1. hst
2. Research
3. Publications
2016-2018

Measurement System Analysis IEEE International Conference on Dielectrics (ICD) Budapest, Hungary C. Freye und F. Jenau Methods for Post-Processing and Trend Analysis of Conductivity Measurement Data IEEE International [...] variation of air pressure based on measurement data IEEE International Conference on Dielectrics (ICD) Budapest, Hungary A. Cimino, F. Jenau, C. Staubach Analysis of accelerated multi-factor aging tests on [...] International Conference on Dielectrics (ICD) Budapest, Hungary D. Wienold, U. Lühring und F. Jenau Data analysis procedure and verification for DC PD measurements in the high frequency range IEEE International …
1. Spatial Modelling Lab
2. News: 6/17/2023
Presentation at AGILE 2023 in Delft

units are allowed to vary. Spatial autocorrelation is a fundamental statistical property of geographic data and a number of estimators have been introduced. Moran’s I , the method discussed during the talk [...] cases where it would be more appropriate to allow the geometries to vary as well, such as in the analysis of social media feeds or mobile sensor observations. In the presented short paper, the case is [...] discussed the results of an article we published at the end of last year in the journal Geographical Analysis . In this paper, two other types of point processes, Thomas and Matérn processes, are considered …
1. IE3
2. Research
3. Third Party Projects
4. Power System Stability & Operation
Interdependent ICT & Power System State Estimation (DFG)

specified along this framework. In the last step a risk analysis for the different states and the likelihood of their occurrence will be done. With such analysis planning, operation planning and operation criteria [...] systems in terms of its (security-critical) functionalities. It will allow the identification and analysis of outages as well as failures (cascades) across multiple (multi-modal) domains of a system - i [...] interconnections to gas and heat systems, and second ICT-systems including supervisory control and data acquisition and related communication. The first step of the project is to analyse blackouts regarding …
acm_2950290.2950312.bib

it is essential to distinguish between the scenario of an analysis for potential exploitable vulnerabilities from the scenario of an analysis for general software quality attributes, e.g., dead methods [...] libraries. Yet, while a lot of research exists w.r.t. analyzing applications, research that targets the analysis of libraries independent of any application is scarce. This is unfortunate, because, for developers [...] particularly relevant as they are a precursor of many advanced analyses, such as inter-procedural data-flow analyses. We show that the current practice of using call graph algorithms designed for applications …
bib, 2 KB
1. Nachhaltigkeit
2. News: 1/4/2022
Against the sinking of the rice chamber of Vietnam

These data serve as a match for the results based on the analysis of satellite imagery. And they are fed as training pixels into the analysis program, which thus learns how to interpret the data from the [...] NASA, Sentinel satellites by the European Space Agency ESA. In addition to optical data, they also provide radar data - for this purpose, the satellite scans the Earth's surface with electromagnetic waves [...] the data is for different time periods and does not compare well. Because Thinh and his team work with satellite imagery, they are able to provide up-to-date and comparable information. The analysis works …
1. Spatial Modelling Lab
2. News: 10/18/2022
New article on spatial autocorrelation and stochastic point processes

autocorrelation is a statistical means of identifying and characterising structures in georeferenced data sets. Inference procedures for spatial autocorrelation statistics are based on the assumption of fixed [...] subject to a certain degree of randomness. In a newly published article in the journal Geographical Analysis by Jun.-Prof. Dr René Westerholt , it is investigated for the case of point geometries how the change [...] simulation study to explore inference about global Moran’s I with random spatial indexes. Geographical Analysis . DOI: 10.1111/gean.12349 …
1. LRE
2. News: 6/18/2025
Prof. Dr. Matthias Faes Delivers a Semi-Plenary Keynote Lecture at ICOSSAR 2025

sparse, or conflicting data. He emphasized the need for methods that balance computational efficiency with robustness, particularly in settings where fully detailed reliability analysis is infeasible. Conference [...] across diverse domains. Prof. Dr. Faes’ semi-plenary lecture, titled "Efficient Robust Reliability Analysis: Decision Making Under Incomplete Knowledge" , addressed the persistent challenge of aligning numerical …
1. GRK 2624
2. Research
3. Projects
I7: SparcePolygenMods

causal environmental analysis In project I7 (Sparse polygenic models for cross-population generalizability and causal environmental analysis) , leveraging large-scale genotype data from recent cohort studies [...] PRS models faces computational and statistical issues due to the large and high-dimensional genotype data, both regarding the available sample sizes in large cohort studies (e.g., n > 200,000 subjects) and [...] of causal variants for phenotypes. Furthermore, current PRS models, largely trained on UK Biobank data predominantly with individuals of British ancestry, show limited generalizability to different ancestries …
1. Spatial Modelling Lab
2. News: 9/25/2023
Successful hosting of the PLATIAL'23 symposium

Mauricio Velazco-Londono (TU Dortmund University), who facilitated a discussion on the role of data and analysis in understanding places. Two excursions rounded off the programme: one took us to the Zollern …