A5005159253- Research Data Management Practices
- Scientific Computing and Data Management
- Semantic Web and Ontologies
- Data Quality and Management
- Big Data and Business Intelligence
- Advanced Text Analysis Techniques
- Evaluation and Performance Assessment
- Air Quality Monitoring and Forecasting
- Environmental Monitoring and Data Management
- Topic Modeling
- Mechanical Behavior of Composites
- Advanced machining processes and optimization
- Biomedical Text Mining and Ontologies
- Service-Oriented Architecture and Web Services
- Manufacturing Process and Optimization
- Seismic Waves and Analysis
- Text and Document Classification Technologies
- Material Properties and Applications
- Geophysical and Geoelectrical Methods
- Data Mining Algorithms and Applications
- Drilling and Well Engineering
- Geochemistry and Geologic Mapping
- Software Engineering Research
- Data Analysis with R
- Vehicle emissions and performance
Leibniz Supercomputing Centre
2018-2022
Ludwig-Maximilians-Universität München
2020
Bavarian Academy of Sciences and Humanities
2018-2020
Potentia (Namibia)
2019
Praxis
2019
European Astronaut Centre
2018
Boeing (Spain)
2018
Many interesting use cases of research data classifiers presuppose that a item can be mapped to more than one field study, but for such classification mechanisms, reproducible evaluations are lacking. This paper closes this gap: It describes the creation training and evaluation set comprised labeled metadata, evaluates several supervised approaches, comments on their application in scientometric research. The metadata were retrieved from DataCite index data, pre processed, compiled into...
To detect root causes of non-conforming parts - outside the tolerance limits in production processes a high level expert knowledge is necessary. This results costs and low flexibility choice personnel to perform analyses. In modern vast amount process data available machine learning algorithms exist which model empirically. Aim this paper introduce procedure for an automated cause analysis based on reduce necessary knowledge. Therefore, decision tree algorithm chosen. A its application...
Many providers of research data services officially embrace the FAIR guiding principles for scientific management and stewardship. To assess compliance their to these indicate possible improvements, use-case-centric metrics are needed as an addendum existing approaches. The retrieval spatially temporally annotated images can exemplify such a use case. A prototypical benchmark based on that case indicates currently no repository achieves full score according proposed metric. Suggestions how...
Abstract Lifecycle models for research data are often abstract and simple. This comes at the danger of oversimplifying complex concepts management. The analyses 90 different lifecycle lead to two approaches assess quality these models. While terminological issues make direct comparisons hard, an empirical evaluation seems possible.
Lifecycle models for research data are often abstract and simple. This comes at the danger of oversimplifying complex concepts management. The analysis 90 different lifecycle lead to two approaches assess quality these models. While terminological issues make direct comparisons hard, an empirical evaluation seems possible.
Abstract On-board emission measurement in vehicles will be of increasing importance the future. For example this technology can used on heavy commercial for an ecologically oriented charging toll fares. In on-board measurement, determination pollutants as NO, CO, HC (referred to C 3 H 8 ) and greenhouse gas CO 2 is required. However, some these parameters are difficult or impossible measure directly have determined by mathematical modelling. paper we report using artificial neural networks...