國立虎尾科技大學 |

Machine learning for cyber physical systems = selected papers from the International Conference ML4CPS 2016 /

Record Type:	Language materials, printed : Monograph/item
Title/Author:	Machine learning for cyber physical systems/ edited by Jurgen Beyerer, Oliver Niggemann, Christian Kuhnert.
Reminder of title:	selected papers from the International Conference ML4CPS 2016 /
remainder title:	ML4CPS 2016
other author:	Beyerer, Jurgen.
corporate name:	Workshop on the Preservation of Stability under Discretization
Published:	Berlin, Heidelberg :Springer Berlin Heidelberg : : 2017.,
Description:	vii, 72 p. :ill., digital ; : 24 cm.;
Contained By:	Springer eBooks
Subject:	Machine learning - Congresses. -
Online resource:	http://dx.doi.org/10.1007/978-3-662-53806-7
ISBN:	9783662538067

Machine learning for cyber physical systems = selected papers from the International Conference ML4CPS 2016 /
Machine learning for cyber physical systemsselected papers from the International Conference ML4CPS 2016 /[electronic resource] :ML4CPS 2016edited by Jurgen Beyerer, Oliver Niggemann, Christian Kuhnert. - Berlin, Heidelberg :Springer Berlin Heidelberg :2017. - vii, 72 p. :ill., digital ;24 cm. - Technologien fur die intelligente automation, technologies for intelligent automation. - Technologien fur die intelligente automation, technologies for intelligent automation..

A Concept for the Application of Reinforcement Learning in the Optimization of CAM-Generated Tool Paths -- Semantic Stream Processing in Dynamic Environments Using Dynamic Stream Selection -- Dynamic Bayesian Network-Based Anomaly Detection for In-Process Visual Inspection of Laser Surface Heat Treatment -- A Modular Architecture for Smart Data Analysis using AutomationML, OPC-UA and Data-driven Algorithms -- Cloud-based event detection platform for water distribution networks using machine-learning algorithms -- A Generic Data Fusion and Analysis Platform for Cyber-Physical Systems -- Agent Swarm Optimization: Exploding the search space -- Anomaly Detection in Industrial Networks using Machine Learning.

ISBN: 9783662538067

Standard No.: 10.1007/978-3-662-53806-7doiSubjects--Topical Terms:

574552
Machine learning
--Congresses.

LC Class. No.: Q325.5

Dewey Class. No.: 006.31

Machine learning for cyber physical systems = selected papers from the International Conference ML4CPS 2016 /
LDR:01855nam a2200325 a 4500 001 957288
003 DE-He213
005 20170615092643.0
006 m d
007 cr nn 008maaau
008 201118s2017 gw s 0 eng d
020 $a 9783662538067 $q (electronic bk.)
020 $a 9783662538050 $q (paper)
024 7 $a 10.1007/978-3-662-53806-7 $2 doi
035 $a 978-3-662-53806-7
040 $a GP $c GP
041 0 $a eng
050 4 $a Q325.5
072 7 $a UYQ $2 bicssc
072 7 $a COM004000 $2 bisacsh
082 0 4 $a 006.31 $2 23
090 $a Q325.5 $b .M685 2016
111 2 $a Workshop on the Preservation of Stability under Discretization $d (2001 : $c Fort Collins, Colo.) $3 527686
245 1 0 $a Machine learning for cyber physical systems $h [electronic resource] : $b selected papers from the International Conference ML4CPS 2016 / $c edited by Jurgen Beyerer, Oliver Niggemann, Christian Kuhnert.
246 3 $a ML4CPS 2016
260 $a Berlin, Heidelberg : $b Springer Berlin Heidelberg : $b Imprint: Springer Vieweg, $c 2017.
300 $a vii, 72 p. : $b ill., digital ; $c 24 cm.
490 1 $a Technologien fur die intelligente automation, technologies for intelligent automation
505 0 $a A Concept for the Application of Reinforcement Learning in the Optimization of CAM-Generated Tool Paths -- Semantic Stream Processing in Dynamic Environments Using Dynamic Stream Selection -- Dynamic Bayesian Network-Based Anomaly Detection for In-Process Visual Inspection of Laser Surface Heat Treatment -- A Modular Architecture for Smart Data Analysis using AutomationML, OPC-UA and Data-driven Algorithms -- Cloud-based event detection platform for water distribution networks using machine-learning algorithms -- A Generic Data Fusion and Analysis Platform for Cyber-Physical Systems -- Agent Swarm Optimization: Exploding the search space -- Anomaly Detection in Industrial Networks using Machine Learning.
650 0 $a Machine learning $v Congresses. $3 574552 $3 727808
650 0 $a Cooperating objects (Computer systems) $3 1020492
650 1 4 $a Engineering. $3 561152
650 2 4 $a Computational Intelligence. $3 768837
650 2 4 $a Data Mining and Knowledge Discovery. $3 677765
650 2 4 $a Knowledge Management. $3 679530
700 1 $a Beyerer, Jurgen. $3 1084469
700 1 $a Niggemann, Oliver. $3 1106024
700 1 $a Kuhnert, Christian. $3 1248789
710 2 $a SpringerLink (Online service) $3 593884
773 0 $t Springer eBooks
830 0 $a Technologien fur die intelligente automation, technologies for intelligent automation. $3 1106025
856 4 0 $u http://dx.doi.org/10.1007/978-3-662-53806-7
950 $a Engineering (Springer-11647)