Current projects
- ACTION
Active Data Validation - Data Platform Architectures & Technologies
Data Platform Architectures & Technologies - GSaME Research Group "ICT Platform for Manufacturing"
Junior research group of the Graduate School of Excellence advanced Manufacturing Engineering (GSaME) - IMPORT
Improvement of Data Analysis with Data Reduction Techniques - MetaMan
Designing Metadata Management in Complex Enterprise Data Landscapes - Software-Defined Car (SofDCar)
Software-getrieben von Embedded Systems bis in die Cloud für Entwicklung und Betrieb - VALID-Partition
Investigations on the Improvement of the Prediction Quality by using Domain Knowledge in the Partitioning of Training Data - Data-M²
Investigating the Role of Enterprise Data Marketplaces in the Data Mesh Architecture
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)
- Methods for the Design, Configuration and Selection of Machine Learning Solutions in Manufacturing (completed)
- Data-driven Prediction of Product Failures with Consideration of Dataset Shifts (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 - DistOPT
Optimization and Adaptation of Situational Applications Based on Workflow Fragments - DLArchitecture
Designing a comprehensive Data Lake Architecture - GUACAMOLE
Generating Use-case-oriented Analytics through a Comprehensive Analysis of Manufacturing Operations and LEarning algorithms - IC4F
Industrial Communication for Factories - INTERACT
Interactive Rapid Analytic Concepts - MIALinx
Manufacturing Integration Assistant - NUCLIDE
Efficient Query Concepts for Blockchain Data Histories - Patron
Privacy in Stream Processing - SitOPT
Optimierung und Adaption situationsbezogener Anwendungen basierend auf Workflow-Fragmenten - Smart Orchestra
Orchestration of cyberphysical systems
Bernhard Mitschang
Prof. Dr.-Ing. habil.Head of Institute