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Author ML4CPS (Conference) (5th : 2020 : Berlin, Germany)
Title Machine learning for cyber physical systems : selected papers from the International Conference ML4CPS 2020 / edited by Jurgen Beyerer, Alexander Maier, Oliver Niggemann
Imprint Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer Vieweg, 2021
book jacket
Descript 1 online resource (vii, 130 pages) : illustrations, digital ; 24 cm
text txt rdacontent
computer c rdamedia
online resource cr rdacarrier
text file PDF rda
Series Technologien fur die intelligente automation = Technologies for intelligent automation, 2522-8579 ; Band 13
Technologien fur die intelligente automation ; Band 13
Note Preface -- Energy Profile Prediction of Milling Processes Using Machine Learning Techniques -- Improvement of the prediction quality of electrical load profiles with artficial neural networks -- Detection and localization of an underwater docking station -- Deployment architecture for the local delivery of ML-Models to the industrial shop floor -- Deep Learning in Resource and Data Constrained Edge Computing Systems -- Prediction of Batch Processes Runtime Applying Dynamic Time Warping and Survival Analysis -- Proposal for requirements on industrial AI solutions -- Information modeling and knowledge extraction for machine learning applications in industrial production systems -- Explanation Framework for Intrusion Detection -- Automatic Generation of Improvement Suggestions for Legacy, PLC Controlled Manufacturing Equipment Utilizing Machine Learning -- Hardening Deep Neural Networks in Condition Monitoring Systems against Adversarial Example Attacks -- First Approaches to Automatically Diagnose and Reconfigure Hybrid Cyber-Physical Systems -- Machine learning for reconstruction of highly porous structures from FIB-SEM nano-tomographic data
Open access
Host Item Springer Nature eBook
Subject Machine learning -- Congresses
Cooperating objects (Computer systems) -- Congresses
Cyber-physical systems, IoT
Communications Engineering, Networks
Computer Systems Organization and Communication Networks
Alt Author Beyerer, Jurgen, editor
Maier, Alexander, editor
Niggemann, Oliver, editor
SpringerLink (Online service)
Alt Title ML4CPS 2020
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