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1. GRK 2624
2. Research
3. Projects
P1: MED-Learn

applied to data from rats, to predict hepatotoxicity of food relevant compounds. In previous projects, human data was used for predicting hepatotoxicity of therapeutic compounds. For human data, with the [...] from high-dimensional expression data with statistical learning methods In project P1 (Determination of the minimum effective dose from high-dimensional expression data with statistical learning methods) [...] cells or by a molecular variable, e.g. the expression of a specific gene. A central task in the analysis of dose-response curves in toxicology is the determination of a minimum concentration at which the …
1. Arbeitsgruppe Albrecht
2. Event: 10/8/2024
Special colloquium: Extending the physics reach of the fixed-target program at the LHCb experiment

highest-energy fixed-target experiment. During the LHC Run 2, data were collected with injected helium, neon and argon and their analysis has given access to a previously unexplored kinematic region, providing …
1. Makro
2. Teaching
3. Summer term
Dynamic Fiscal Policies

of examination: Oral examination / written exam Content The central subject of this module is the analysis of public policies in a dynamic, macroeconomic context. The starting point is a simple dynamic [...] consumption model in which the positive role of the state can be analyzed. The focus is on the analysis of public financing through debt, capital, consumption or income taxes. Afterwards, we study pension [...] from models supported by empirical research, to test theoretical questions with the help of empirical data and to judge the methodological approach of different theories. One of the central goals of the course …
1. DoCMA
DoCMA – R-Package

R-Package tosca: tool for statistical content analysis The tool was established by Lars Koppers, Jonas Rieger, Karin Boczek and Gerret von Nordheim. It provides different functions to explore text corpora [...] corpora with topic models. The package focuses on the visualisation and validation of content analysis. Therefore it provides some filter for preprocessing and a wrapper for the latent Dirichlet allocation [...] look at the corresponding GitHub page . rollinglda: Construct Consistent Time Series from Textual Data RollingLDA is a rolling version of the Latent Dirichlet Allocation. By a sequential approach, it enables …
1. Lamarr Institut
2. Team
Amal Saadallah

Dr.rer.nat Amal Saadallah Research Topics Online Time Series Analysis and Forecasting Ensemble Learning Explainable AI for Time Series Analysis Industry 4.0 Selected Publications Saadallah, Amal and Mykula [...] Ensemble Aggregation Model for Time-Series Forecasting . In The 37th IEEE International Conference on Data Engineering (ICDE), 2021. Social Media Google Scholar | LinkedIn | Twitter/X Other Scientific Activities …
1. LLP
2. Research
3. Completed Research Projects
GIS-based visibility study

power plant For a planned combined cycle power plant (CCPP), a method of GIS-based areal visibility analysis was developed and applied. This method can be used to simulatively determine from which areas in [...] described by ROTH (2002), which is a further development of the method of WEIDENBACH (1999). The data basis for this investigation was the Official Topographic Cartographic Information System (ATKIS-DLM [...] plant. Literature ROTH, M. (2002): Possibilities of using geographic information systems for the analysis, evaluation and presentation of the landscape. In: Nature and Landscape 77 (4): pp. 154-160. WEIDENBACH …
1. RER
2. Research
3. Projects
4. Current projects
SUR

of sopply infrastructure and strengthen its resielience. As part of this, a risk analysis is being conducted. Risk analysis considers risk as a combination of impact and probability, based on vulnerability [...] WP 4: Analysis of service disruptions of supply infrastructure In WP1, a conceptual framework for risk assessment will be developed based on international and national literature and an analysis of the [...] promote the implementation of disaster prevention measures and the revision of existing plans. In WP4, data on infrastructure locations will be collected to assess the criticality of infrastructure services …
1. EC
2. News: 1/8/2024
Interested in start-ups, logistics and data science?

MotionMiners GmbH, based in Dortmund, offers services and solutions for the process analysis of manual performance processes in Industry 4.0. MotionMiners GmbH has developed a solution (Motion-Mining®) [...] ergonomics of manual processes (e.g. in logistics or production). Interested in start-ups, logistics and data science? Then join the MotionMiners, a spin-off of the Fraunhofer Institute for Material Flow and …
1. PVM
2. Practice
3. About Us
Areas of Expertise

management; demographically oriented Human Resource policy. Coaching and Team Coaching. Organizational analysis and employee surveys. Development and validation of Human Resource tools (360° Feedback, Value [...] psychological methodology and statistics (e.g. the statistical evaluation of customer satisfaction data). …
1. Delta
2. Research
3. Machine Learning
CHG spectra analysis

CHG spectra analysis Atomic transition processes usually occur on very short time scales. To temporally resolve these processes, very short light pulses are generated at the synchrotron radiation source [...] Schematic illustration of the CHG principle. Convolutional multilayer neural network (CNN) for the analysis of CHG spectra. Comparison of measured (1st row) and CNN predicted (2nd row) CHG spectra for different [...] settings of the laser compressor (GDD, TOD) and strengths of the chicane (R56). For the NN-based analysis of CHG radiation spectra, they were first simulated for laser pulses with different spectral phases …