Reliability and Statistical Computing : Modeling, Methods and Applications /: Modeling, Methods and Applications. (2020)

• Record Type: Book
• Further Information: Note: Hoang Pham.
• Editors: Pham, Hoang
• 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.
• Publisher Details: Cham : Springer
• Publication Date: 2020
• Copyright Date: 2020
• Extent: 1 online resource (317 pages)
• Subjects: Engineering; Quality control; Reliability; Industrial safety; Statistics ; Mathematical statistics; Computers -- Hardware -- General; Mathematics -- Probability & Statistics -- General; Computers -- Mathematical & Statistical Software; Systems analysis & design; Probability & statistics; Maths for computer scientists; Technology & Engineering -- Quality Control; Reliability engineering; Computer software--Reusability
• Languages: English
• ISBNs: 9783030434120
• Related ISBNs: 9783030434113
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.