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1. DAES
2. Forschung
Open Source Tools

tasks in real-time systems, concurrent accesses to shared resources, can cause race conditions or data corruptions. Such a problem has been extensively studied since the 1990s, and numerous resource s [...] Jian-Jia Chen, Evaluation Framework for Self-Suspending Task Systems, 10th International Workshop on Analysis Tools and Methodologies for Embedded and Real-time Systems (WATERS 2019), July 2019 Paper Repository [...] required computation time. Citation: Kuan-Hsun Chen, Georg von der Brüggen, and Jian-Jia Chen, "Analysis of Deadline Miss Rates for Uniprocessor Fixed-Priority Scheduling", RTCSA 2018: 168-178 Preprint …
1. Bachelor of Science (B.Sc.)
Data Science

This program imparts basic specialist knowledge in dealing with large amounts of data, with the aim of using scientific knowledge to develop methods and solve problems in relevant application fields. In [...] the second and third years by special lectures on the presentation, processing, and evaluation of data as well as on computer-aided statistics and statistical learning. In mandatory elective courses and …
1. WI
2. News: 11/28/2022
Data Mining Bootcamp

up in the Moodleraum to secure one of the last places! What? The Data Mining Bootcamp will cover the core tasks of data science and data mining through practical cases. The cloud-based software Azure ML [...] ) What do you get out of it? You will gain insight into analysing data in a business environment and work on case studies with real data sets. The aim here is that you can learn a feel for various methods [...] interested in practical analyses of company processes and would like to expand your skills in the areas of data mining and artificial intelligence ? This event offers you insights into three different application …
1. DoCMA
DoCMA – Working Papers

uncertainty. Since then, we updated the UPI every quarter and refined the methodology. The latest UPI data is free for download. We have also constructed the Inflation Perception Indicator (IPI) in March 2022 [...] (2022). “A German Inflation Narrative - How the Media frame Price Dynamics: Results from a RollingLDA Analysis”, DoCMA Working Paper #9. "Text mining methods for measuring the co- herence of party manifestos …
1. Gleichstellung
2. News: 6/15/2018
"DELETE YOURSELF!" - #hatespeech on the net

recently culminated in a large-scale hack. His social media channels were deleted and a lot of personal data was leaked onto the internet. Tesfu explained that although the hack made him very insecure, he was [...] problem in that problematic posts are deleted immediately and are therefore no longer available for analysis. The question of addressing and the effect of comments on the internet was the subject of controversial …
1. Computer Science
2. Studies
3. Study programs
Bachelor Teacher Training BK Computer Science

computer science include the formal handling of data and information - comparable to the physics formula system for forces and energy - as well as the analysis of problems, solutions and their efficiency. …
1. CI
2. Main navigation
3. Staff
Prof. Dr. Günter Rudolph

from it. Typical areas of application are fuzzy controllers and, increasingly, knowledge discovery (data mining). Artificial neural networks are the algorithmic implementation of biologically inspired models [...] roughly divided into three main areas: Theory: In order to understand CI methods, a detailed formal analysis of how they work is necessary. This also includes a theoretical consideration of the performance …
1. RST
2. Research
3. Robotics
4. Archiv
Details_TUDOR

compact and documented data structure. However, if you do not own a recent MATLAB System Identification Toolbox license, you can access the data using Octave. Octave loads the data as structures. An alternative [...] and inverse kinematics under the influence of gravity are modeled through various data-based approaches. The training data for these models, which cover varying load configurations for the whole workspace [...] control concepts developed in this research project, as well as for recording system identification data. The centers of two spheres (one red and the other, green) mounted on either side of the end effector …
1. AI
2. Event: 7/3/2025
On stochastic optimization and the Adam optimizer: Divergence, convergence rates, and acceleration techniques

approximation algorithms, computational stochastics, numerical analysis for high dimensional partial differential equations (PDEs), stochastic analysis, and computational finance. Currently, he serves in the [...] Journal of Machine Learning, the SIAM Journal on Scientific Computing, the SIAM Journal on Numerical Analysis, and the SIAM/ASA Journal on Uncertainty Quantification. His research activities have been recognized …
1. Department of Statistics
2. Department
3. Professors emeritus
4. Prof. Dr. Götz Trenkler
Publications

estimation methods under weakened linear restrictions in regression. Computational Statistics & Data Analysis , 14, 527-536, 1992. Toutenburg, H., Trenkler, G.: Proxy variables and mean square error dominance [...] Mathematical Monthly , 99, 571, 1992. Trenkler, G.: On convexity of certain classes of estimators. Data Analysis and Statistical Inference , Festschrift in Honour of Friedhelm Eicker, Verlag Josef Eul, Bergisch [...] Baksalary, J., Trenkler, G.: Covariance adjustment in biased estimation. Computational Statistics & Data Analysis , 12, 221-230, 1991. Baksalary, J., Trenkler, G.: Nonnegative and positive definiteness of matrices …