LEADER 05279nam 22006615 450 001 9910383831903321 005 20200701082851.0 010 $a3-030-43412-5 024 7 $a10.1007/978-3-030-43412-0 035 $a(CKB)4100000010770857 035 $a(DE-He213)978-3-030-43412-0 035 $a(MiAaPQ)EBC6148133 035 $a(PPN)243225997 035 $a(EXLCZ)994100000010770857 100 $a20200328d2020 u| 0 101 0 $aeng 135 $aurnn|008mamaa 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aReliability and Statistical Computing $eModeling, Methods and Applications /$fedited by Hoang Pham 205 $a1st ed. 2020. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2020. 215 $a1 online resource (XIII, 317 p. 104 illus., 57 illus. in color.) 225 1 $aSpringer Series in Reliability Engineering,$x1614-7839 311 $a3-030-43411-7 327 $aReliability 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. 330 $aThis book presents the latest developments in both qualitative and quantitative computational methods for reliability and statistics, as well as their applications. Consisting of contributions from active researchers and experienced practitioners in the field, it fills the gap between theory and practice and explores new research challenges in reliability and statistical computing. The book consists of 18 chapters. It covers (1) modeling in and methods for reliability computing, with chapters dedicated to predicted reliability modeling, optimal maintenance models, and mechanical reliability and safety analysis; (2) statistical computing methods, including machine learning techniques and deep learning approaches for sentiment analysis and recommendation systems; and (3) applications and case studies, such as modeling innovation paths of European firms, aircraft components, bus safety analysis, performance prediction in textile finishing processes, and movie recommendation systems. Given its scope, the book will appeal to postgraduates, researchers, professors, scientists, and practitioners in a range of fields, including reliability engineering and management, maintenance engineering, quality management, statistics, computer science and engineering, mechanical engineering, business analytics, and data science. 410 0$aSpringer Series in Reliability Engineering,$x1614-7839 606 $aQuality control 606 $aReliability 606 $aIndustrial safety 606 $aComputer software?Reusability 606 $aStatistics  606 $aMathematical statistics 606 $aQuality Control, Reliability, Safety and Risk$3https://scigraph.springernature.com/ontologies/product-market-codes/T22032 606 $aPerformance and Reliability$3https://scigraph.springernature.com/ontologies/product-market-codes/I12077 606 $aStatistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences$3https://scigraph.springernature.com/ontologies/product-market-codes/S17020 606 $aProbability and Statistics in Computer Science$3https://scigraph.springernature.com/ontologies/product-market-codes/I17036 615 0$aQuality control. 615 0$aReliability. 615 0$aIndustrial safety. 615 0$aComputer software?Reusability. 615 0$aStatistics . 615 0$aMathematical statistics. 615 14$aQuality Control, Reliability, Safety and Risk. 615 24$aPerformance and Reliability. 615 24$aStatistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences. 615 24$aProbability and Statistics in Computer Science. 676 $a004.0684 702 $aPham$b Hoang$4edt$4http://id.loc.gov/vocabulary/relators/edt 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910383831903321 996 $aReliability and Statistical Computing$92210753 997 $aUNINA