ML4CPS – 4th Conference Machine Learning in production and automation – How Machine Learning and Artificial Intelligence will change the production of tomorrow
Cyber Physical Systems are characterized by their ability to adapt and to learn: They analyze their environment and, based on observations, learn patterns, correlations and predictive models. Typical applications are condition monitoring, predictive maintenance, image processing and diagnosis.
Nowadays machines can learn und develop an artificial intelligence, meaning that those systems can be introduced in production. Typical approaches are Condition Monitoring, Predictive Maintenance, Image processing and diagnosis.
The 4. Conference on Machine Learning for Cyber Physical Systems and Industry 4.0 – ML4CPS – accesses this theme. The conference offers a forum to present new approaches to Machine Learning for Cyber Physical Systems, to discuss experiences and to develop visions. Therefore, the conference addresses researchers and key players from different industry sectors such as production technology, automation, automotive and telecommunication.
We are looking forward to welcome you the 23. – 24. October 2018 in Karlsruhe!
Main topics of the conference are:
Machine Learning Methods – Deep Learning
- Learning of automata and state-based systems
- Time series prediction
- Dimensionality reduction
- Clustering, classification
Data Stream Processing
- Real-time enabled algorithms
- Online learning
- Distributed learning
Applications in Machine Learning in Industry 4.0 and Cyber-physical systems
- (Self-) Diagnosis
- Predictive Maintenance
- Condition Monitoring
- Image processing in production
- Pattern recognition
Be part of the biggest machine learning conference in Germany, and register now!
Fraunhofer-Institute for Optronics, System Technologies and Image Exploitation, IOSB
Fraunhofer IOSB-INA, Application Center Industrial Automation
An event organized by: