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Projects

Präzisions-LDS

Präzisions-LDS is a time series analytics project in collaboration with the universities of Aachen and Rostock and several industry partners. The project is financed by BMWi and the goal is to develop an AI that assists the process of wire arc spraying for offshore wind turbines.
Schematch

Schematch is a data integration project focusing on automated schema matching. The project goal is to develop an extendable test-bed for schema matching algorithms and to discover an ensemble of schema matchers which performs better than state-of-the-art methods.
AKITA

The AKITA project is a time series analytics project financed by LuFo in collaboration with Rolls-Royce. The goal is to automate the discovery of anomalies in jet turbine tests via scalable and intelligent time series mining algorithms.
BMW Analytics

BMW Analytics is a data analytics project in collaboration with BMW Motorrad. The goal of the project is to find innovative solutions for scientific, data-driven challenges, such as predictive maintenance for motor cycles, that arise in conjunction with other company activities.
Metaserve

Metaserve is a Data Profiling project to discover, combine, and filter structural metadata using a declarative, SQL-like language. This project addresses the disconnect between profiling and application integration and lays the foundation for holistic data profiling.
ModelForge

ModelForge is a project to consolidate similar, individual machine learning models into fewer, but larger models.