The Resource Reliability and statistical computing : modeling, methods and applications, Hoang Pham, editor

Reliability and statistical computing : modeling, methods and applications, Hoang Pham, editor

Label
Reliability and statistical computing : modeling, methods and applications
Title
Reliability and statistical computing
Title remainder
modeling, methods and applications
Statement of responsibility
Hoang Pham, editor
Contributor
Editor
Subject
Genre
Language
eng
Summary
This book presents the latest developments in both qualitative and quantitative computational methods for reliability and statistics, as well as their applications. Consisting of contributions from active researchers and experienced practitioners in the field, it fills the gap between theory and practice and explores new research challenges in reliability and statistical computing. The book consists of 18 chapters. It covers (1) modeling in and methods for reliability computing, with chapters dedicated to predicted reliability modeling, optimal maintenance models, and mechanical reliability and safety analysis; (2) statistical computing methods, including machine learning techniques and deep learning approaches for sentiment analysis and recommendation systems; and (3) applications and case studies, such as modeling innovation paths of European firms, aircraft components, bus safety analysis, performance prediction in textile finishing processes, and movie recommendation systems. Given its scope, the book will appeal to postgraduates, researchers, professors, scientists, and practitioners in a range of fields, including reliability engineering and management, maintenance engineering, quality management, statistics, computer science and engineering, mechanical engineering, business analytics, and data science
Member of
Cataloging source
MiAaPQ
Dewey number
004.0684
Image bit depth
0
Index
no index present
LC call number
QA76.76.R44
LC item number
.R45 2020
Literary form
non fiction
Nature of contents
dictionaries
http://library.link/vocab/relatedWorkOrContributorName
Pham, Hoang
Series statement
Springer series in reliability engineering
http://library.link/vocab/subjectName
Computer systems
Label
Reliability and statistical computing : modeling, methods and applications, Hoang Pham, editor
Instantiates
Publication
Copyright
Antecedent source
mixed
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
not applicable
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
Reliability Computing -- Modeling and Methods -- Predicted Reliability Modeling -- Mechanical Reliability Analysis -- Fatigue Distribution Functions -- Optimal Maintenance Models -- Maintenance Policies -- System Reliability with Simultaneous Failure on Consecutive Components -- Statistical Computing -- Modeling and Methods -- Wearable Sensor Data Based Human Activity Recognition Using Machine Learning -- Bootstrap Confidence Interval for Regression Coefficients -- Run Rules Control Charts for Coefficient of Variation with Measurement Errors -- Goodness-of-Fit Tests for the Component Lifetimes Distribution Based on the System Failure Data with Known Signature -- Methodology of Using Empirical Distributions to Solve Business Optimization Problems -- Deep Learning-based Scene Understanding Model for Assistive System Related to Alzheimer's Patients -- Applications and Case Studies -- Modelling the Performance of Capital Constrained Firms -- Integrating Sentiment Analysis in Recommender Systems -- Feature Matching Technique Using Similarity Features Filtering for Image Alignment -- Extended Sentence Similarity Based on Word Relations for Document Summarization -- Developing Alert Level for Aircraft Components -- Application of Machine Learning for Failure Prediction in Manufacturing Process
Dimensions
unknown
Edition
1st ed. 2020.
Extent
1 online resource (XIII, 317 p. 104 illus., 57 illus. in color.)
File format
multiple file formats
Form of item
online
Isbn
9783030434120
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/978-3-030-43412-0
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
  • (CKB)4100000010770857
  • (DE-He213)978-3-030-43412-0
  • (MiAaPQ)EBC6148133
  • (EXLCZ)994100000010770857
Label
Reliability and statistical computing : modeling, methods and applications, Hoang Pham, editor
Publication
Copyright
Antecedent source
mixed
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
not applicable
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
Reliability Computing -- Modeling and Methods -- Predicted Reliability Modeling -- Mechanical Reliability Analysis -- Fatigue Distribution Functions -- Optimal Maintenance Models -- Maintenance Policies -- System Reliability with Simultaneous Failure on Consecutive Components -- Statistical Computing -- Modeling and Methods -- Wearable Sensor Data Based Human Activity Recognition Using Machine Learning -- Bootstrap Confidence Interval for Regression Coefficients -- Run Rules Control Charts for Coefficient of Variation with Measurement Errors -- Goodness-of-Fit Tests for the Component Lifetimes Distribution Based on the System Failure Data with Known Signature -- Methodology of Using Empirical Distributions to Solve Business Optimization Problems -- Deep Learning-based Scene Understanding Model for Assistive System Related to Alzheimer's Patients -- Applications and Case Studies -- Modelling the Performance of Capital Constrained Firms -- Integrating Sentiment Analysis in Recommender Systems -- Feature Matching Technique Using Similarity Features Filtering for Image Alignment -- Extended Sentence Similarity Based on Word Relations for Document Summarization -- Developing Alert Level for Aircraft Components -- Application of Machine Learning for Failure Prediction in Manufacturing Process
Dimensions
unknown
Edition
1st ed. 2020.
Extent
1 online resource (XIII, 317 p. 104 illus., 57 illus. in color.)
File format
multiple file formats
Form of item
online
Isbn
9783030434120
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/978-3-030-43412-0
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
  • (CKB)4100000010770857
  • (DE-He213)978-3-030-43412-0
  • (MiAaPQ)EBC6148133
  • (EXLCZ)994100000010770857

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