Title:
Predictive Analytics in System Reliability
Author:
Kumar, Vijay. editor.
ISBN:
9783031053474
Edition:
1st ed. 2023.
Physical Description:
XI, 282 p. 94 illus., 56 illus. in color. online resource.
Series:
Springer Series in Reliability Engineering,
Contents:
Chapter 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).
Added Corporate Author:
Electronic Access:
https://doi.org/10.1007/978-3-031-05347-4Copies:
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