Current projects
- DLArchitecture
Designing a comprehensive Data Lake Architecture - DistOPT
Optimization and Adaptation of Situational Applications Based on Workflow Fragments - IC4F
Industrial Communication for Factories - IMPORT
Improvement of Data Analysis with Data Reduction Techniques - INTERACT
Interactive Rapid Analytic Concepts - GUACAMOLE
Generating Use-case-oriented Analytics through a Comprehensive Analysis of Manufacturing Operations and LEarning algorithms - MetaMan
Designing Metadata Management in Complex Enterprise Data Landscapes - GSaME Research Group "ICT Platform for Manufacturing"
Junior research group of the Graduate School of Excellence advanced Manufacturing Engineering (GSaME)
Projects of the GSaME Research Group "ICT Platform for Manaufacturing"
- Data-driven Identification of Potential Quality Issues in Complex Assembly Products (completed)
- Quality Assessment and Improvement in Text Analysis Pipelines (completed)
- Platform to Manage Machine Learning Models in the Context of Industry 4.0 (completed)
- Data-driven Prediction of Product Failures with Consideration of Dataset Shifts (running)
- Methods for the Design, Configuration and Selection of Machine Learning Solutions in Manufacturing (running)
- Hybrid Approaches to Fault Detection and Diagnosis: Combining Data-driven Models with Knowledge-based Models (running)
- Metadata Model to Describe CAE Data and Work Activities in Virtual Product Development Projects (running)
Finished projects
- CS4HS
Computer Science for High Schools - MIALinx
Manufacturing Integration Assistant - Patron
Privacy in Stream Processing - SitOPT
Optimierung und Adaption situationsbezogener Anwendungen basierend auf Workflow-Fragmenten - Smart Orchestra
Orchestration of cyberphysical systems
Prof. Dr.-Ing. habil.