Holdings: Machine learning for cyber physical systems

Machine learning for cyber physical systems: selected papers from the International Conference ML4CPS 2015

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Bibliographic Details
Corporate Author:	International Conference ML4CPS Lemgo (Author)
Other Authors:	Niggemann, Oliver 1971- (Editor), Beyerer, Jürgen 1961- (Editor)
Format:	Electronic Conference Proceeding eBook
Language:	English
Published:	Berlin Springer Vieweg [2016]
Series:	Technologien für die intelligente Automation Band 1
Subjects:	Engineering Knowledge management Data mining Computational intelligence Computational Intelligence Data Mining and Knowledge Discovery Knowledge Management Ingenieurwissenschaften Konferenzschrift
Online Access:	BTU01 FAB01 FAW01 FHA01 FHI01 FHN01 FHR01 FKE01 FRO01 FWS01 FWS02 UBY01 Volltext Abstract Inhaltsverzeichnis
Physical Description:	1 Online Ressource (VI, 121 Seiten)
ISBN:	9783662488386
DOI:	10.1007/978-3-662-48838-6

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Record in the Search Index

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adam_text	MACHINE LEARNING FOR CYBER PHYSICAL SYSTEMS / : 2016 ABSTRACT / INHALTSTEXT THE WORK 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 LEMGO, OCTOBER 1-2, 2015. 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 DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT. MACHINE LEARNING FOR CYBER PHYSICAL SYSTEMS / : 2016 TABLE OF CONTENTS / INHALTSVERZEICHNIS DEVELOPMENT OF A CYBER-PHYSICAL SYSTEM BASED ON SELECTIVE DYNAMIC GAUSSIAN NAIVE BAYES MODEL FOR A SELF-PREDICT LASER SURFACE HEAT TREATMENT PROCESS CONTROL EVIDENCE GRID BASED INFORMATION FUSION FOR SEMANTIC CLASSIFIERS IN DYNAMIC SENSOR NETWORKS FORECASTING CELLULAR CONNECTIVITY FOR CYBER- PHYSICAL SYSTEMS: A MACHINE LEARNING APPROACH TOWARDS OPTIMIZED MACHINE OPERATIONS BY CLOUD INTEGRATED CONDITION ESTIMATION PROGNOSTICS HEALTH MANAGEMENT SYSTEM BASED ON HYBRID MODEL TO PREDICT FAILURES OF A PLANETARY GEAR TRANSMISSION EVALUATION OF MODEL-BASED CONDITION MONITORINGSYSTEMS IN INDUSTRIAL APPLICATION CASES TOWARDS A NOVEL LEARNING ASSISTANT FOR NETWORKED AUTOMATION SYSTEMS EFFCIENT IMAGE PROCESSING SYSTEM FOR ANINDUSTRIAL MACHINE LEARNING TASK EFFICIENT ENGINEERING IN SPECIAL PURPOSE MACHINERY THROUGH AUTOMATED CONTROL CODE SYNTHESIS BASED ON A FUNCTIONALCATEGORISATION GEO-DISTRIBUTED ANALYTICS FOR THE INTERNET OF THINGS IMPLE MENTATION AND COMPARISON OF CLUSTER-BASED PSO EXTENSIONS IN HYBRIDSETTINGS WITH EFFICIENT APPROXIMATION MACHINE-SPECIFC APPROACH FOR AUTOMATIC CLASSIFCATION OF CUTTING PROCESS EFFICIENCY META-ANALYSIS OF MAINTENANCEKNOWLEDGE ASSETS TOWARDS PREDICTIVE COST CONTROLLING OF CYBER PHYSICAL PRODUCTION SYSTEMS TOWARDS AUTONOMOUSLY NAVIGATING AND COOPERATINGVEHICLES IN CYBER-PHYSICAL PRODUCTION SYSTEMS DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
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series	Technologien für die intelligente Automation
series2	Technologien für die intelligente Automation
spellingShingle	Machine learning for cyber physical systems selected papers from the International Conference ML4CPS 2015 Technologien für die intelligente Automation Engineering Knowledge management Data mining Computational intelligence Computational Intelligence Data Mining and Knowledge Discovery Knowledge Management Ingenieurwissenschaften
subject_GND	(DE-588)1071861417
title	Machine learning for cyber physical systems selected papers from the International Conference ML4CPS 2015
title_auth	Machine learning for cyber physical systems selected papers from the International Conference ML4CPS 2015
title_exact_search	Machine learning for cyber physical systems selected papers from the International Conference ML4CPS 2015
title_full	Machine learning for cyber physical systems selected papers from the International Conference ML4CPS 2015 Oliver Niggemann, Jürgen Beyerer (Eds.)
title_fullStr	Machine learning for cyber physical systems selected papers from the International Conference ML4CPS 2015 Oliver Niggemann, Jürgen Beyerer (Eds.)
title_full_unstemmed	Machine learning for cyber physical systems selected papers from the International Conference ML4CPS 2015 Oliver Niggemann, Jürgen Beyerer (Eds.)
title_short	Machine learning for cyber physical systems
title_sort	machine learning for cyber physical systems selected papers from the international conference ml4cps 2015
title_sub	selected papers from the International Conference ML4CPS 2015
topic	Engineering Knowledge management Data mining Computational intelligence Computational Intelligence Data Mining and Knowledge Discovery Knowledge Management Ingenieurwissenschaften
topic_facet	Engineering Knowledge management Data mining Computational intelligence Computational Intelligence Data Mining and Knowledge Discovery Knowledge Management Ingenieurwissenschaften Konferenzschrift
url	https://doi.org/10.1007/978-3-662-48838-6 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028840892&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028840892&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA
volume_link	(DE-604)BV044511005
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