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Reliability, Safety, and Security of Railway Systems. Modelling, Analysis, Verification, and Certification

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Cover of 'Reliability, Safety, and Security of Railway Systems. Modelling, Analysis, Verification, and Certification'

Table of Contents

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    Book Overview
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    Chapter 1 Connected or Autonomous Trains?
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    Chapter 2 Towards a Tool-Based Domain Specific Approach for Railway Systems Modeling and Validation
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    Chapter 3 Statistical Model Checking of Hazards in an Autonomous Tramway Positioning System
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    Chapter 4 Performance Evaluation of Metro Regulations Using Probabilistic Model-Checking
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    Chapter 5 Automated Planning of ETCS Tracks
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    Chapter 6 The Recent Applications of Machine Learning in Rail Track Maintenance: A Survey
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    Chapter 7 Safe and Time-Optimal Control for Railway Games
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    Chapter 8 A Tool-Supported Model-Based Method for Facilitating the EN50129-Compliant Safety Approval Process
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    Chapter 9 Efficient Data Validation for Geographical Interlocking Systems
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    Chapter 10 Formal Model Validation Through Acceptance Tests
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    Chapter 11 A Separation of Concerns Approach for the Verified Modelling of Railway Signalling Rules
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    Chapter 12 RBS2HLL
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    Chapter 13 Property-Based Modelling and Validation of a CBTC Zone Controller in Event-B
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    Chapter 14 Interlocking Formal Verification at Alstom Signalling
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    Chapter 15 Survey on Formal Methods and Tools in Railways: The ASTRail Approach
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    Chapter 16 B-Specification of Relay-Based Railway Interlocking Systems Based on the Propositional Logic of the System State Evolution
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    Chapter 17 Threat Modeling in the Railway Domain
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    Chapter 18 Integration Approach for Communications-Based Train Control Applications in a High Assurance Security Architecture
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    Chapter 19 Merging Worlds – Aligning Safety and Security
Attention for Chapter 6: The Recent Applications of Machine Learning in Rail Track Maintenance: A Survey
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Citations

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Chapter title
The Recent Applications of Machine Learning in Rail Track Maintenance: A Survey
Chapter number 6
Book title
Reliability, Safety, and Security of Railway Systems. Modelling, Analysis, Verification, and Certification
Published by
Springer, Cham, June 2019
DOI 10.1007/978-3-030-18744-6_6
Book ISBNs
978-3-03-018743-9, 978-3-03-018744-6
Authors

Muhammad Chenariyan Nakhaee, Djoerd Hiemstra, Mariëlle Stoelinga, Martijn van Noort

Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 117 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 117 100%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 22 19%
Student > Master 17 15%
Researcher 9 8%
Student > Bachelor 7 6%
Student > Doctoral Student 7 6%
Other 11 9%
Unknown 44 38%
Readers by discipline Count As %
Engineering 31 26%
Computer Science 25 21%
Business, Management and Accounting 5 4%
Unspecified 1 <1%
Pharmacology, Toxicology and Pharmaceutical Science 1 <1%
Other 3 3%
Unknown 51 44%