Machine Learning for Cyber Physical Systems
Selected papers from the International Conference ML4CPS 2018
| dc.contributor.editor | Beyerer, Jürgen | |
| dc.contributor.editor | Kühnert, Christian | |
| dc.contributor.editor | Niggemann, Oliver | |
| dc.date.accessioned | 2020-03-18 13:36:15 | |
| dc.date.accessioned | 2020-04-01T09:10:28Z | |
| dc.date.available | 2020-04-01T09:10:28Z | |
| dc.date.issued | 2019 | |
| dc.identifier | 1006862 | |
| dc.identifier.uri | http://library.oapen.org/handle/20.500.12657/23293 | |
| dc.description.abstract | This Open Access proceedings presents new approaches to Machine Learning for Cyber Physical Systems, experiences and visions. It contains some selected papers from the international Conference ML4CPS – Machine Learning for Cyber Physical Systems, which was held in Karlsruhe, October 23-24, 2018. Cyber Physical Systems are characterized by their ability to adapt and to learn: They analyze their environment and, based on observations, they learn patterns, correlations and predictive models. Typical applications are condition monitoring, predictive maintenance, image processing and diagnosis. Machine Learning is the key technology for these developments. | |
| dc.language | English | |
| dc.relation.ispartofseries | Technologien für die intelligente Automation | |
| dc.subject.classification | bic Book Industry Communication::T Technology, engineering, agriculture::TJ Electronics & communications engineering::TJK Communications engineering / telecommunications | |
| dc.subject.classification | bic Book Industry Communication::U Computing & information technology::UN Databases::UNF Data mining | |
| dc.subject.classification | bic Book Industry Communication::U Computing & information technology::UT Computer networking & communications | |
| dc.subject.classification | bic Book Industry Communication::U Computing & information technology::UY Computer science::UYQ Artificial intelligence | |
| dc.subject.other | Engineering | |
| dc.subject.other | Computational intelligence | |
| dc.subject.other | Computer organization | |
| dc.subject.other | Electrical engineering | |
| dc.subject.other | Data mining | |
| dc.title | Machine Learning for Cyber Physical Systems | |
| dc.title.alternative | Selected papers from the International Conference ML4CPS 2018 | |
| dc.type | book | |
| oapen.identifier.doi | 10.1007/978-3-662-58485-9 | |
| oapen.relation.isPublishedBy | 6c6992af-b843-4f46-859c-f6e9998e40d5 | |
| oapen.pages | 136 | |
| oapen.place.publication | Berlin, Heidelberg |
