Contact
Subject
Scalable Visual Analytics for advanced Manufacturing
In Visual Analytics automated data mining algorithms and visualizations are enhanced and combined through user interaction. This concept can be used in advanced Manufacturing to gain insights about production processes and to optimize them.
To gain these insights, it is necessary to understand the cause-effect relation of events reported in production lines, as well as trends and patterns for the reported events.
My research focuses are
- the spatio-temporal analysis of events, especially in the context of the production domain,
- the analysis of repeating event patterns, and
- the optimization of process sequences in context of advanced Manufacturing through visual analytics and augmented reality.
Summer Term 2014: Seminar Techniken und Toolkits für die Visualisierung
Winter Term 2014/15: Seminar Visual Analytics von sozialen Medien
Summer Term 2015: Practical Course Practical Course Visual Computing
Winter Term 2015/16: Lecture Information Visualization and Visual Analytics
Summer Term 2016: Lecture Datenstrukturen und Algorithmen
Winter Term 2016/17: Lecture Information Visualization and Visual Analytics
Summer Term 2017: Advanced Seminar Information Visualization for High-Dimensional Data
Winter Term 2017/18: Advanced Seminar Multifield Visualization
Summer Term 2018: Seminar
Computergraphik in Spielen
Projekt-INF
Visuelle Definition und Anzeige von Pfadmustern in Graphen
Coffeelytics – Advancing Visual Analytics through Coffee Consumption
Bachelorarbeiten:
Navigation Concepts for the Visual Exploration of Spatialized Documents
Mining and Visualization of Processes in a Complex Software System
Grouping Eye Tracking Data with Appropriate Similarity Functions
Visual Support of a Simulation to Optimize Travel Paths in Manufacturing
Support of a knowledge management system using visualization and gamification
Processing of Spatial Mappings of Augmented Reality Glasses using a Production Simulator as an Example
Masterarbeiten:
Comparison of a Visual Analytics Simulation with Real World Manufacturing Lines
Suitability of Augmented Reality Glasses for Visual Analysis in Production and Manufacturing
Visual Correlation Analytics of Event-based Error Reports for Advanced Manufacturing