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001452955 001__ 1452955
001452955 003__ OCoLC
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001452955 019__ $$a1344324852$$a1344540487
001452955 020__ $$a9783031053474$$q(electronic bk.)
001452955 020__ $$a3031053478$$q(electronic bk.)
001452955 020__ $$z9783031053467
001452955 020__ $$z303105346X
001452955 0247_ $$a10.1007/978-3-031-05347-4$$2doi
001452955 035__ $$aSP(OCoLC)1345072437
001452955 040__ $$aGW5XE$$beng$$erda$$epn$$cGW5XE$$dEBLCP$$dYDX$$dOCLCF$$dOCLCQ
001452955 049__ $$aISEA
001452955 050_4 $$aHD3023
001452955 08204 $$a620/.00452$$223/eng/20220919
001452955 24500 $$aPredictive analytics in system reliability /$$cVijay Kumar, Hoang Pham, editors.
001452955 264_1 $$aCham :$$bSpringer,$$c2022.
001452955 300__ $$a1 online resource (1 volume) :$$billustrations (black and white).
001452955 336__ $$atext$$btxt$$2rdacontent
001452955 337__ $$acomputer$$bc$$2rdamedia
001452955 338__ $$aonline resource$$bcr$$2rdacarrier
001452955 4901_ $$aSpringer series in reliability engineering
001452955 5050_ $$aChapter 1. Deep Learning Approach for the Reliability Assessment of Cloud and Edge Open Source Software (Hironobu SONE) -- Chapter 2. Parameter Estimation of Software Reliability Growth Models using Mayfly Optimization (Ankur Choudhary) -- Chapter 3. Study of Automation of Test Generation using Genetic Algorithm Approach (Sonali Vyas) -- Chapter 4. Measuring and evaluating big data factors in an enterprise using fuzzy based MOORA and Best Worst Method (Abhishek Srivastava) -- Chapter 5. Reliability assessment and profit analysis of automated teller machine system under copular repair policy (Ibrahim Yusuf) -- Chapter 6. Entropy-Based Mathematical Modeling for Software Evolution (V.B.Singh).-Chapter 7. Development of Reliability Block Diagram (RBD) Model for Reliability Analysis of a Steam Boiler System (Suyog S. Patil) -- Chapter 8. Prediction of software failure using fuzzy time series method (Mohamed Ashik. A) -- Chapter 9. Big Data Quality Management System (Yury Klochkov).-Chapter 10. A Deep Analysis of Bad Smells using Machine Learning Classifiers (Aakanshi Gupta) -- Chapter 11. Multi-Criterion Intuitionistic Fuzzy-TOPSIS Based Analysis for Software Quality Metric (Adarsh Anand).-Chapter 12. Reliability Allocation and Sensitivity Assessment of Solar Air Conditioner from Markov Process (Akshay Kumar) -- Chapter 13. Design and Development of Question Answering System using Named Entity Recognition (NER) (Abhijit Kumar) -- Chapter 14. Multi-attribute utility functions based strategic decision for software release time optimization (Vishal Pradhan) -- Chapter 15. Empirical Evaluation of Code Bad Smells in Open-Source Software using Machine learning technique (Stuti Tandon) -- Chapter 16. Reliability optimization of a system stand by system using PSO technique (Mangey Ram) -- Chapter 17. Probabilistic model for the availability analysis of the milling section of rice mill plant (Ibrahim Yusuf) -- Chapter 18. An Opportunistic Maintenance Model of Load Sharing Systems with PM and Minimal Repairs (Maryam Arabzadeh).
001452955 506__ $$aAccess limited to authorized users.
001452955 520__ $$aThis book provides engineers and researchers knowledge to help them in system reliability analysis using machine learning, artificial intelligence, big data, genetic algorithm, information theory, multi-criteria decision making, and other techniques. It will also be useful to students learning reliability engineering. The book brings readers up to date with how system reliability relates to the latest techniques of AI, big data, genetic algorithm, information theory, and multi-criteria decision making and points toward future developments in the subject.
001452955 588__ $$aDescription based on print version record.
001452955 650_0 $$aDecision making$$xStatistical methods.
001452955 650_0 $$aManagement$$xStatistical methods.
001452955 650_0 $$aPredictive control.
001452955 650_0 $$aReliability (Engineering)
001452955 655_0 $$aElectronic books.
001452955 7001_ $$aKumar, Vijay,$$eeditor.
001452955 7001_ $$aPham, Hoang,$$eeditor.$$1https://isni.org/isni/0000000120172457
001452955 77608 $$iPrint version:$$tPredictive analytics in system reliability.$$dCham : Springer, 2022$$z9783031053467$$w(OCoLC)1328018423
001452955 830_0 $$aSpringer series in reliability engineering.
001452955 852__ $$bebk
001452955 85640 $$3Springer Nature$$uhttps://univsouthin.idm.oclc.org/login?url=https://link.springer.com/10.1007/978-3-031-05347-4$$zOnline Access$$91397441.1
001452955 909CO $$ooai:library.usi.edu:1452955$$pGLOBAL_SET
001452955 980__ $$aBIB
001452955 980__ $$aEBOOK
001452955 982__ $$aEbook
001452955 983__ $$aOnline
001452955 994__ $$a92$$bISE