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Advances in Reliability Analysis and its Applications / / edited by Mangey Ram, Hoang Pham
| Advances in Reliability Analysis and its Applications / / edited by Mangey Ram, Hoang Pham |
| Edizione | [1st ed. 2020.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2020 |
| Descrizione fisica | 1 online resource (391 pages) |
| Disciplina | 620.00452 |
| Collana | Springer Series in Reliability Engineering |
| Soggetto topico |
Quality control
Reliability Industrial safety Computer software—Reusability Computer simulation Mathematical optimization Quality Control, Reliability, Safety and Risk Performance and Reliability Simulation and Modeling Optimization |
| ISBN | 3-030-31375-1 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | A Data Envelopment Analysis Approach to Evaluate the Relative Efficiencies of Schools -- Modeling the Impact of an Infected Patch on Fault Count of a Multi-upgraded Software -- Reliability and Profit Function Improvement of Acyclic Transmission Network Using Artificial Neural Network -- Reliability Assessment of a Sustem Equipped with K-Out-of-N Subsystems -- Performance analysis of Cloud Computing Transition System Under Multiple Failures -- A Three Dimensional Software Reliability Growth Model -- Performance Evaluation of Complex Engineering System -- Hazard and Risk Assessment and Mitigation -- Life Cycle Sustainability Analysis -- Modeling and Simulation -- Application of RAMS to the system of systems -- Application of Advanced Analytics for Improvement of Systems -- Application of Computational Intelligence, IT and Software Systems for Decision -- Optimization, Modelling and Analysis of Complex Systems. |
| Record Nr. | UNINA-9910366612003321 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2020 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Applications in reliability and statistical computing / / edited by Hoang Pham
| Applications in reliability and statistical computing / / edited by Hoang Pham |
| Edizione | [1st ed. 2023.] |
| Pubbl/distr/stampa | Cham, Switzerland : , : Springer, , [2023] |
| Descrizione fisica | 1 online resource (310 pages) |
| Disciplina | 004 |
| Collana | Springer Series in Reliability Engineering |
| Soggetto topico |
Mathematical statistics - Data processing
Computer systems - Reliability Reliability (Engineering) |
| ISBN |
9783031212321
9783031212314 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | 1.Forecasting The Long-Term Growth of S&P 500 Index -- 2.Smart Maintenance and Human Factor Modeling for Aircraft Safety -- 3.Feedback-based algorithm for negotiating human preferences and making risk assessment decisions -- 4.Joining Aspect Detection and Opinion Target Expression based on Multi-Deep Learning Models -- 5.Voting Systems with Supervising Mechanisms -- 6.Assessing the Severity of COVID-19 in the United States -- 7.Promoting expert knowledge for comprehensive human risk management in industrial environments -- 8.Data Quality Assessment for ML Decision-Making -- 9.From Holistic Health to Holistic Reliability – Toward an Integration of Classical Reliability with Modern Big-data Based Health Monitoring -- 10.On the Aspects of Vitamin D and COVID-19 Infections and Modeling Time-delay Body's Immune System With Time-dependent Effects of Vitamin D and Probiotic -- 11.A Staff Scheduling Problem of Customers with Reservations in Consideration With Expected Wait Time of a Customer Without Reservation -- 12.Decision Support System for Ranking of Software Reliability Growth Models -- 13.Human Pose Estimation using Artificial Intelligence -- 14.Neural Network Modeling and What-if Scenarios: Applications for Market Development Forecasting -- 15.Mental Health Studies: A Review. |
| Record Nr. | UNINA-9910672439403321 |
| Cham, Switzerland : , : Springer, , [2023] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Intelligent Information and Database Systems [[electronic resource] ] : 10th Asian Conference, ACIIDS 2018, Dong Hoi City, Vietnam, March 19-21, 2018, Proceedings, Part II / / edited by Ngoc Thanh Nguyen, Duong Hung Hoang, Tzung-Pei Hong, Hoang Pham, Bogdan Trawiński
| Intelligent Information and Database Systems [[electronic resource] ] : 10th Asian Conference, ACIIDS 2018, Dong Hoi City, Vietnam, March 19-21, 2018, Proceedings, Part II / / edited by Ngoc Thanh Nguyen, Duong Hung Hoang, Tzung-Pei Hong, Hoang Pham, Bogdan Trawiński |
| Edizione | [1st ed. 2018.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2018 |
| Descrizione fisica | 1 online resource (XLII, 731 p. 304 illus.) |
| Disciplina | 006.33 |
| Collana | Lecture Notes in Artificial Intelligence |
| Soggetto topico |
Artificial intelligence
Data mining Information technology—Management Computer vision Algorithms Artificial Intelligence Data Mining and Knowledge Discovery Computer Application in Administrative Data Processing Computer Vision |
| ISBN | 3-319-75420-3 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Knowledge Engineering and Semantic Web -- Social Networks and Recommender Systems -- Text Processing and Information Retrieval -- Machine Learning and Data Mining; Decision Support and Control Systems -- Computer Vision Techniques -- Advanced Data Mining Techniques and Applications -- Multiple Model Approach to Machine Learning -- Sensor Networks and Internet of Things -- Intelligent Information Systems -- Data Structures Modeling for Knowledge Representation -- Modeling, Storing, and Querying of Graph Data -- Data Science and Computational Intelligence -- Design Thinking Based R&D, Development Technique, and Project Based Learning -- Intelligent and Contextual Systems -- Intelligent Systems and Algorithms in Information Sciences -- Intelligent Applications of Internet of Thing and Data Analysis Technologies -- Intelligent Systems and Methods in Biomedicine -- Intelligent Biomarkers of Neurodegenerative Processes in Brain -- Analysis of Image, Video and Motion Data in Life Sciences -- Computational Imaging and Vision -- Computer Vision and Robotics -- Intelligent Computer Vision Systems and Applications -- Intelligent Systems for Optimization of Logistics and Industrial Applications. |
| Record Nr. | UNISA-996465502003316 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2018 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Intelligent Information and Database Systems [[electronic resource] ] : 10th Asian Conference, ACIIDS 2018, Dong Hoi City, Vietnam, March 19-21, 2018, Proceedings, Part I / / edited by Ngoc Thanh Nguyen, Duong Hung Hoang, Tzung-Pei Hong, Hoang Pham, Bogdan Trawiński
| Intelligent Information and Database Systems [[electronic resource] ] : 10th Asian Conference, ACIIDS 2018, Dong Hoi City, Vietnam, March 19-21, 2018, Proceedings, Part I / / edited by Ngoc Thanh Nguyen, Duong Hung Hoang, Tzung-Pei Hong, Hoang Pham, Bogdan Trawiński |
| Edizione | [1st ed. 2018.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2018 |
| Descrizione fisica | 1 online resource (XLI, 721 p. 231 illus.) |
| Disciplina | 006.3 |
| Collana | Lecture Notes in Artificial Intelligence |
| Soggetto topico |
Artificial intelligence
Data mining Information technology—Management Computer vision Algorithms Artificial Intelligence Data Mining and Knowledge Discovery Computer Application in Administrative Data Processing Computer Vision |
| ISBN | 3-319-75417-3 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Knowledge Engineering and Semantic Web -- Social Networks and Recommender Systems -- Text Processing and Information Retrieval -- Machine Learning and Data Mining; Decision Support and Control Systems -- Computer Vision Techniques -- Advanced Data Mining Techniques and Applications -- Multiple Model Approach to Machine Learning -- Sensor Networks and Internet of Things -- Intelligent Information Systems -- Data Structures Modeling for Knowledge Representation -- Modeling, Storing, and Querying of Graph Data -- Data Science and Computational Intelligence -- Design Thinking Based R&D, Development Technique, and Project Based Learning -- Intelligent and Contextual Systems -- Intelligent Systems and Algorithms in Information Sciences -- Intelligent Applications of Internet of Thing and Data Analysis Technologies -- Intelligent Systems and Methods in Biomedicine -- Intelligent Biomarkers of Neurodegenerative Processes in Brain -- Analysis of Image, Video and Motion Data in Life Sciences -- Computational Imaging and Vision -- Computer Vision and Robotics -- Intelligent Computer Vision Systems and Applications -- Intelligent Systems for Optimization of Logistics and Industrial Applications. |
| Record Nr. | UNISA-996465503603316 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2018 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Intelligent Information and Database Systems : 10th Asian Conference, ACIIDS 2018, Dong Hoi City, Vietnam, March 19-21, 2018, Proceedings, Part I / / edited by Ngoc Thanh Nguyen, Duong Hung Hoang, Tzung-Pei Hong, Hoang Pham, Bogdan Trawiński
| Intelligent Information and Database Systems : 10th Asian Conference, ACIIDS 2018, Dong Hoi City, Vietnam, March 19-21, 2018, Proceedings, Part I / / edited by Ngoc Thanh Nguyen, Duong Hung Hoang, Tzung-Pei Hong, Hoang Pham, Bogdan Trawiński |
| Edizione | [1st ed. 2018.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2018 |
| Descrizione fisica | 1 online resource (XLI, 721 p. 231 illus.) |
| Disciplina | 006.3 |
| Collana | Lecture Notes in Artificial Intelligence |
| Soggetto topico |
Artificial intelligence
Data mining Information technology—Management Computer vision Algorithms Artificial Intelligence Data Mining and Knowledge Discovery Computer Application in Administrative Data Processing Computer Vision |
| ISBN | 3-319-75417-3 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Knowledge Engineering and Semantic Web -- Social Networks and Recommender Systems -- Text Processing and Information Retrieval -- Machine Learning and Data Mining; Decision Support and Control Systems -- Computer Vision Techniques -- Advanced Data Mining Techniques and Applications -- Multiple Model Approach to Machine Learning -- Sensor Networks and Internet of Things -- Intelligent Information Systems -- Data Structures Modeling for Knowledge Representation -- Modeling, Storing, and Querying of Graph Data -- Data Science and Computational Intelligence -- Design Thinking Based R&D, Development Technique, and Project Based Learning -- Intelligent and Contextual Systems -- Intelligent Systems and Algorithms in Information Sciences -- Intelligent Applications of Internet of Thing and Data Analysis Technologies -- Intelligent Systems and Methods in Biomedicine -- Intelligent Biomarkers of Neurodegenerative Processes in Brain -- Analysis of Image, Video and Motion Data in Life Sciences -- Computational Imaging and Vision -- Computer Vision and Robotics -- Intelligent Computer Vision Systems and Applications -- Intelligent Systems for Optimization of Logistics and Industrial Applications. |
| Record Nr. | UNINA-9910349459403321 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2018 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Intelligent Information and Database Systems : 10th Asian Conference, ACIIDS 2018, Dong Hoi City, Vietnam, March 19-21, 2018, Proceedings, Part II / / edited by Ngoc Thanh Nguyen, Duong Hung Hoang, Tzung-Pei Hong, Hoang Pham, Bogdan Trawiński
| Intelligent Information and Database Systems : 10th Asian Conference, ACIIDS 2018, Dong Hoi City, Vietnam, March 19-21, 2018, Proceedings, Part II / / edited by Ngoc Thanh Nguyen, Duong Hung Hoang, Tzung-Pei Hong, Hoang Pham, Bogdan Trawiński |
| Edizione | [1st ed. 2018.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2018 |
| Descrizione fisica | 1 online resource (XLII, 731 p. 304 illus.) |
| Disciplina | 006.33 |
| Collana | Lecture Notes in Artificial Intelligence |
| Soggetto topico |
Artificial intelligence
Data mining Information technology—Management Computer vision Algorithms Artificial Intelligence Data Mining and Knowledge Discovery Computer Application in Administrative Data Processing Computer Vision |
| ISBN | 3-319-75420-3 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Knowledge Engineering and Semantic Web -- Social Networks and Recommender Systems -- Text Processing and Information Retrieval -- Machine Learning and Data Mining; Decision Support and Control Systems -- Computer Vision Techniques -- Advanced Data Mining Techniques and Applications -- Multiple Model Approach to Machine Learning -- Sensor Networks and Internet of Things -- Intelligent Information Systems -- Data Structures Modeling for Knowledge Representation -- Modeling, Storing, and Querying of Graph Data -- Data Science and Computational Intelligence -- Design Thinking Based R&D, Development Technique, and Project Based Learning -- Intelligent and Contextual Systems -- Intelligent Systems and Algorithms in Information Sciences -- Intelligent Applications of Internet of Thing and Data Analysis Technologies -- Intelligent Systems and Methods in Biomedicine -- Intelligent Biomarkers of Neurodegenerative Processes in Brain -- Analysis of Image, Video and Motion Data in Life Sciences -- Computational Imaging and Vision -- Computer Vision and Robotics -- Intelligent Computer Vision Systems and Applications -- Intelligent Systems for Optimization of Logistics and Industrial Applications. |
| Record Nr. | UNINA-9910349459303321 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2018 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Optimization Models in Software Reliability
| Optimization Models in Software Reliability |
| Autore | Aggarwal Anu G |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing AG, , 2021 |
| Descrizione fisica | 1 online resource (376 pages) |
| Altri autori (Persone) |
TandonAbhishek
PhamHoang |
| Collana | Springer Series in Reliability Engineering Ser. |
| Soggetto genere / forma | Electronic books. |
| ISBN | 3-030-78919-5 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Intro -- Preface -- Contents -- About the Editors -- Software Reliability Modeling and Methods: A State of the Art Review -- 1 Introduction -- 2 Software Reliability Engineering -- 2.1 Trends in Software Development -- 2.2 Importance of Software Reliability Model -- 3 Software Reliability Models -- 3.1 Probabilistic Software Reliability Models -- 3.2 General Theory of NHPP -- 4 NHPP Software Reliability Models -- 4.1 NHPP Exponential Models -- 4.2 NHPP S-Shaped Models -- 4.3 NHPP Imperfect Debugging Models -- 4.4 NHPP Software Reliability Models on Software Testing -- 4.5 NHPP Multiple-Release Software Reliability Models -- 4.6 NHPP Environmental Factor Based Software Reliability Models -- 5 Conclusion -- References -- Software Reliability Growth Models Incorporating Software Project/Application's Characteristics as a Power Function with Change Point -- 1 Introduction -- 2 Literature Survey -- 2.1 Software Reliability Growth Models -- 2.2 Change Point -- 2.3 Release Policy -- 3 Methodology -- 3.1 Notations -- 3.2 Assumptions -- 3.3 Model Development -- 4 Model Validation -- 4.1 Dataset -- 4.2 Parameter Estimation -- 4.3 Goodness of Fit Curves -- 4.4 Comparison with the Previous Models -- 5 Release Policy -- 5.1 Numerical Illustration -- 5.2 Sensitivity Analysis -- 6 Conclusion -- 7 Future Scope -- References -- Robust Multi-Response Based Software Reliability Modeling -- 1 Introduction -- 2 Literature Survey -- 3 Methodology -- 4 Implementation -- 5 Results and Discussion -- 6 Conclusion -- References -- Multi-criteria Decision Making in Optimal Software Testing-Allocation Problem -- 1 Introduction -- 2 Section Heading -- 3 Proposed Approach -- 4 Numerical Examples -- 5 Concluding Remarks -- References -- Release Planning Analysis Through Testing Coverage and Fault Reduction Factor Based Models with Change Point Perspective -- 1 Introduction.
2 Literature Review -- 2.1 Software Reliability Growth Models -- 2.2 Testing Coverage -- 2.3 Fault Reduction Factor -- 2.4 Change Point Concept -- 2.5 Release Planning -- 3 Modelling Framework -- 3.1 Assumptions -- 3.2 Model Development -- 3.3 Validation and Performance Analysis -- 3.4 Release Planning of Software System -- 4 Numerical Illustration -- 4.1 Optimal Software Release Time -- 4.2 Variations in Cost Parameters -- 5 Theoretical and Managerial Implications -- 6 Conclusion, Limitations and Directions for Future Research -- References -- Understanding Interactions Among Software Development Attributes and Release Planning Problem Through ISM and MAUT -- 1 Introduction -- 2 Research Background -- 2.1 Software Attributes -- 2.2 ISM -- 2.3 MAUT for Release Planning -- 3 Proposed Methodology -- 3.1 ISM Method to Study the Relationship of Software Attributes -- 3.2 MICMAC Analysis -- 3.3 MAUT to Determine Optimal Release and Warranty Time -- 4 Empirical Illustration and Result Discussion -- 4.1 ISM -- 4.2 MICMAC Analysis -- 4.3 MAUT -- 5 Implications -- 5.1 Theoretical Implications -- 5.2 Managerial Implications -- 6 Conclusions, Limitations and Future Scope -- References -- Software Reliability Modeling and Assessment Integrating Time Dependent Fault Reduction Factor in Random Environment -- 1 Introduction -- 2 Literature Survey -- 3 Modeling Framework -- 3.1 Background Work -- 3.2 Model Assumptions -- 3.3 Model Formulation -- 4 Estimations and Analysis -- 4.1 Real Data Sets -- 4.2 Model Selection and Validation Criteria -- 4.3 Parameter Estimates -- 4.4 Curves of Fitting -- 4.5 Discussion of Findings -- 5 Release Time of Software -- 5.1 Numerical Illustration -- 6 Conclusion -- 7 Future Scope -- References -- Multi-objective Release Time Problem for Modular Software using Fuzzy Analytical Hierarchy Process -- 1 Introduction -- 2 Related Work. 2.1 Software Reliability Growth Model -- 2.2 Testing Coverage -- 2.3 Fault Reduction Factor -- 2.4 Modular Software -- 2.5 Fuzzy Analytical Hierarchy Process -- 2.6 Release planning -- 3 Evaluation Framework -- 3.1 Software Reliability Growth Models (SRGMs) -- 3.2 Modular Weights calculation -- 3.3 Release Time Problem Formulation -- 4 Numerical Illustration -- 4.1 Parameter Estimation -- 4.2 AHP Weights -- 4.3 Release Time Problem -- 4.4 Sensitivity Analysis -- 4.5 Implications -- 5 Conclusion -- References -- Neutrosophic AHP Approach for Budget Constrained Reliability Allocation Among Modules of Software System -- 1 Introduction -- 2 Literature Review -- 3 Notations -- 4 Reliability Allocation Methodology -- 5 Numerical Illustration -- 5.1 Relative Weights of Modules -- 5.2 Optimization Problem Solution -- 6 Implications -- 6.1 Theoretical Implication -- 6.2 Managerial Implications -- 7 Conclusions, Limitations and Future Scope -- References -- Testing Resource Allocation for Software System: An Approach Integrating MEMV-OWA and DEMATEL -- 1 Introduction -- 2 Literature Review -- 3 Resource Allocation Methodology -- 3.1 DEMATEL Method -- 3.2 Ordered Weighted Averaging (OWA) Operator -- 3.3 Maximum Entropy Minimum Variance-Ordered Weighted Averaging (MEMV-OWA) Operator -- 4 Numerical Example -- 5 Conclusion and Future Scope -- References -- Modeling Allocation Problem for Software with Varied Levels of Fault Severity -- 1 Introduction -- 2 Related Research Work -- 2.1 NHPP Based SRGMs -- 2.2 Resource Allocation Problems -- 3 Modeling Framework -- 3.1 Time-Dependent SRGM with Faults of Varied Severity Level -- 3.2 Testing Resource Dependent SRGM with Faults of Varied Severity Level -- 3.3 Modeling Resource Allocation Problem for Maximizing the Total Fault Removal from Software -- 4 Solution Methodologies -- 4.1 Parameter Estimation. 4.2 Genetic Algorithm -- 5 Numerical Illustration -- 5.1 Model Validation -- 5.2 Resource Allocation Numerical Illustration -- 6 Theoretical and Managerial Implications -- 7 Conclusion -- 8 Limitations and Future Scope -- References -- Integration of FAHP and COPRAS-G for Software Component Selection -- 1 Introduction -- 2 Literature Review -- 3 Methodology -- 3.1 FAHP -- 3.2 COPRAS-G -- 4 Numerical Illustration -- 5 Conclusion -- 6 Future Scope -- References -- Estimation and Testing Procedures for the Reliability Functions of Exponentiated Generalized Family of Distributions and a Characterization Based on Records -- 1 Introduction -- 1.1 Reliability and Reliability Function -- 1.2 Record and Record Values -- 1.3 Characterizations of Distributions -- 1.4 The EG Family of Distributions -- 1.5 Notations and Definition -- 2 A Characterization of EG Family of Distribution -- 3 Point Estimation Procedures -- 3.1 UMVUES of α, R(t) and P, When β is Known -- 3.2 MLES of R(t) and P, When All Parameters Are Unknown -- 4 Confidence Interval for α, β, R(t) and P -- 5 Testing Procedures for Various Hypotheses -- 6 Simulation Study and Real Data Analysis -- 6.1 A Particular Case and Algorithm -- 6.2 Simulation Studies -- 6.3 Real Data Example -- 7 Conclusion -- 8 Future Scope -- References -- Modelling of Non-linear Multi-objective Programming and TOPSIS in Software Quality Assessment Under Picture Fuzzy Framework -- 1 Introduction -- 2 Research Background -- 3 Methodology -- 4 Numerical Illustrations -- 5 Conclusion and Future Scope -- References -- Requirement Barriers to Implement the Software Projects in Agile Development -- 1 Introduction -- 2 Literature Survey -- 3 Methodology -- 4 Conclusion -- References -- Ranking of Multi-release Software Reliability Growth Model Using Weighted Distance-Based Approach -- 1 Introduction -- 2 Literature Survey. 3 Notations -- 4 General Multi-release SRGM -- 5 Multi Release SRGM Models -- 6 Comparison Criteria -- 7 Weighted Distance-Based Approach -- 8 Numerical Illustration for Multi-release SRGM Ranking -- 9 Results -- 10 Conclusion and Future Scope -- References. |
| Record Nr. | UNINA-9910502648103321 |
Aggarwal Anu G
|
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| Cham : , : Springer International Publishing AG, , 2021 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Optimization models in software reliability / / edited by Anu G. Aggarwal, Abhishek Tandon, Hoang Pham
| Optimization models in software reliability / / edited by Anu G. Aggarwal, Abhishek Tandon, Hoang Pham |
| Pubbl/distr/stampa | Cham, Switzerland : , : Springer, , [2022] |
| Descrizione fisica | 1 online resource (376 pages) |
| Disciplina | 005.1322 |
| Collana | Springer Series in Reliability Engineering |
| Soggetto topico | Mathematical optimization |
| ISBN | 3-030-78919-5 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Intro -- Preface -- Contents -- About the Editors -- Software Reliability Modeling and Methods: A State of the Art Review -- 1 Introduction -- 2 Software Reliability Engineering -- 2.1 Trends in Software Development -- 2.2 Importance of Software Reliability Model -- 3 Software Reliability Models -- 3.1 Probabilistic Software Reliability Models -- 3.2 General Theory of NHPP -- 4 NHPP Software Reliability Models -- 4.1 NHPP Exponential Models -- 4.2 NHPP S-Shaped Models -- 4.3 NHPP Imperfect Debugging Models -- 4.4 NHPP Software Reliability Models on Software Testing -- 4.5 NHPP Multiple-Release Software Reliability Models -- 4.6 NHPP Environmental Factor Based Software Reliability Models -- 5 Conclusion -- References -- Software Reliability Growth Models Incorporating Software Project/Application's Characteristics as a Power Function with Change Point -- 1 Introduction -- 2 Literature Survey -- 2.1 Software Reliability Growth Models -- 2.2 Change Point -- 2.3 Release Policy -- 3 Methodology -- 3.1 Notations -- 3.2 Assumptions -- 3.3 Model Development -- 4 Model Validation -- 4.1 Dataset -- 4.2 Parameter Estimation -- 4.3 Goodness of Fit Curves -- 4.4 Comparison with the Previous Models -- 5 Release Policy -- 5.1 Numerical Illustration -- 5.2 Sensitivity Analysis -- 6 Conclusion -- 7 Future Scope -- References -- Robust Multi-Response Based Software Reliability Modeling -- 1 Introduction -- 2 Literature Survey -- 3 Methodology -- 4 Implementation -- 5 Results and Discussion -- 6 Conclusion -- References -- Multi-criteria Decision Making in Optimal Software Testing-Allocation Problem -- 1 Introduction -- 2 Section Heading -- 3 Proposed Approach -- 4 Numerical Examples -- 5 Concluding Remarks -- References -- Release Planning Analysis Through Testing Coverage and Fault Reduction Factor Based Models with Change Point Perspective -- 1 Introduction.
2 Literature Review -- 2.1 Software Reliability Growth Models -- 2.2 Testing Coverage -- 2.3 Fault Reduction Factor -- 2.4 Change Point Concept -- 2.5 Release Planning -- 3 Modelling Framework -- 3.1 Assumptions -- 3.2 Model Development -- 3.3 Validation and Performance Analysis -- 3.4 Release Planning of Software System -- 4 Numerical Illustration -- 4.1 Optimal Software Release Time -- 4.2 Variations in Cost Parameters -- 5 Theoretical and Managerial Implications -- 6 Conclusion, Limitations and Directions for Future Research -- References -- Understanding Interactions Among Software Development Attributes and Release Planning Problem Through ISM and MAUT -- 1 Introduction -- 2 Research Background -- 2.1 Software Attributes -- 2.2 ISM -- 2.3 MAUT for Release Planning -- 3 Proposed Methodology -- 3.1 ISM Method to Study the Relationship of Software Attributes -- 3.2 MICMAC Analysis -- 3.3 MAUT to Determine Optimal Release and Warranty Time -- 4 Empirical Illustration and Result Discussion -- 4.1 ISM -- 4.2 MICMAC Analysis -- 4.3 MAUT -- 5 Implications -- 5.1 Theoretical Implications -- 5.2 Managerial Implications -- 6 Conclusions, Limitations and Future Scope -- References -- Software Reliability Modeling and Assessment Integrating Time Dependent Fault Reduction Factor in Random Environment -- 1 Introduction -- 2 Literature Survey -- 3 Modeling Framework -- 3.1 Background Work -- 3.2 Model Assumptions -- 3.3 Model Formulation -- 4 Estimations and Analysis -- 4.1 Real Data Sets -- 4.2 Model Selection and Validation Criteria -- 4.3 Parameter Estimates -- 4.4 Curves of Fitting -- 4.5 Discussion of Findings -- 5 Release Time of Software -- 5.1 Numerical Illustration -- 6 Conclusion -- 7 Future Scope -- References -- Multi-objective Release Time Problem for Modular Software using Fuzzy Analytical Hierarchy Process -- 1 Introduction -- 2 Related Work. 2.1 Software Reliability Growth Model -- 2.2 Testing Coverage -- 2.3 Fault Reduction Factor -- 2.4 Modular Software -- 2.5 Fuzzy Analytical Hierarchy Process -- 2.6 Release planning -- 3 Evaluation Framework -- 3.1 Software Reliability Growth Models (SRGMs) -- 3.2 Modular Weights calculation -- 3.3 Release Time Problem Formulation -- 4 Numerical Illustration -- 4.1 Parameter Estimation -- 4.2 AHP Weights -- 4.3 Release Time Problem -- 4.4 Sensitivity Analysis -- 4.5 Implications -- 5 Conclusion -- References -- Neutrosophic AHP Approach for Budget Constrained Reliability Allocation Among Modules of Software System -- 1 Introduction -- 2 Literature Review -- 3 Notations -- 4 Reliability Allocation Methodology -- 5 Numerical Illustration -- 5.1 Relative Weights of Modules -- 5.2 Optimization Problem Solution -- 6 Implications -- 6.1 Theoretical Implication -- 6.2 Managerial Implications -- 7 Conclusions, Limitations and Future Scope -- References -- Testing Resource Allocation for Software System: An Approach Integrating MEMV-OWA and DEMATEL -- 1 Introduction -- 2 Literature Review -- 3 Resource Allocation Methodology -- 3.1 DEMATEL Method -- 3.2 Ordered Weighted Averaging (OWA) Operator -- 3.3 Maximum Entropy Minimum Variance-Ordered Weighted Averaging (MEMV-OWA) Operator -- 4 Numerical Example -- 5 Conclusion and Future Scope -- References -- Modeling Allocation Problem for Software with Varied Levels of Fault Severity -- 1 Introduction -- 2 Related Research Work -- 2.1 NHPP Based SRGMs -- 2.2 Resource Allocation Problems -- 3 Modeling Framework -- 3.1 Time-Dependent SRGM with Faults of Varied Severity Level -- 3.2 Testing Resource Dependent SRGM with Faults of Varied Severity Level -- 3.3 Modeling Resource Allocation Problem for Maximizing the Total Fault Removal from Software -- 4 Solution Methodologies -- 4.1 Parameter Estimation. 4.2 Genetic Algorithm -- 5 Numerical Illustration -- 5.1 Model Validation -- 5.2 Resource Allocation Numerical Illustration -- 6 Theoretical and Managerial Implications -- 7 Conclusion -- 8 Limitations and Future Scope -- References -- Integration of FAHP and COPRAS-G for Software Component Selection -- 1 Introduction -- 2 Literature Review -- 3 Methodology -- 3.1 FAHP -- 3.2 COPRAS-G -- 4 Numerical Illustration -- 5 Conclusion -- 6 Future Scope -- References -- Estimation and Testing Procedures for the Reliability Functions of Exponentiated Generalized Family of Distributions and a Characterization Based on Records -- 1 Introduction -- 1.1 Reliability and Reliability Function -- 1.2 Record and Record Values -- 1.3 Characterizations of Distributions -- 1.4 The EG Family of Distributions -- 1.5 Notations and Definition -- 2 A Characterization of EG Family of Distribution -- 3 Point Estimation Procedures -- 3.1 UMVUES of α, R(t) and P, When β is Known -- 3.2 MLES of R(t) and P, When All Parameters Are Unknown -- 4 Confidence Interval for α, β, R(t) and P -- 5 Testing Procedures for Various Hypotheses -- 6 Simulation Study and Real Data Analysis -- 6.1 A Particular Case and Algorithm -- 6.2 Simulation Studies -- 6.3 Real Data Example -- 7 Conclusion -- 8 Future Scope -- References -- Modelling of Non-linear Multi-objective Programming and TOPSIS in Software Quality Assessment Under Picture Fuzzy Framework -- 1 Introduction -- 2 Research Background -- 3 Methodology -- 4 Numerical Illustrations -- 5 Conclusion and Future Scope -- References -- Requirement Barriers to Implement the Software Projects in Agile Development -- 1 Introduction -- 2 Literature Survey -- 3 Methodology -- 4 Conclusion -- References -- Ranking of Multi-release Software Reliability Growth Model Using Weighted Distance-Based Approach -- 1 Introduction -- 2 Literature Survey. 3 Notations -- 4 General Multi-release SRGM -- 5 Multi Release SRGM Models -- 6 Comparison Criteria -- 7 Weighted Distance-Based Approach -- 8 Numerical Illustration for Multi-release SRGM Ranking -- 9 Results -- 10 Conclusion and Future Scope -- References. |
| Record Nr. | UNINA-9910522922803321 |
| Cham, Switzerland : , : Springer, , [2022] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Predictive analytics in system reliability / / Vijay Kumar and Hoang Pham, editors
| Predictive analytics in system reliability / / Vijay Kumar and Hoang Pham, editors |
| Pubbl/distr/stampa | Cham, Switzerland : , : Springer Nature Switzerland AG, , [2023] |
| Descrizione fisica | 1 online resource (286 pages) |
| Disciplina | 658.403 |
| Collana | Springer series in reliability engineering |
| Soggetto topico |
Management - Statistical methods
Predictive control Decision making - Statistical methods |
| ISBN | 3-031-05347-8 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Intro -- Preface -- Contents -- About the Editors -- Deep Learning Approach Based on Fault Correction Time for Reliability Assessment of Cloud and Edge Open Source Software -- 1 Introduction -- 2 Estimation of Correction Time of Software Faults Based on Deep Learning -- 3 Data for Numerical Illustration Based on Deep Feedforward Neural Network -- 4 Comparison Results Based on the Amount of Learning Data -- 5 Concluding Remarks -- References -- System Reliability Models with Random Shocks and Uncertainty: A State-of-the-Art Review -- 1 Introduction -- 2 System Reliability Models with Random Shocks -- 2.1 Shock Model Categorization -- 2.2 System Reliability Models with Shock Models -- 3 System Reliability Models with Uncertainty -- 3.1 System Reliability Models Based on Wiener Process -- 3.2 System Reliability Models Based on Gamma Process -- 3.3 System Reliability Models Based on Inverse Gaussian Process -- 4 Conclusion -- References -- A Hybrid Approach for Evaluation and Prioritization of Software Vulnerabilities -- 1 Introduction -- 2 Research Methodology -- 2.1 Dataset Description -- 2.2 Fuzzy Best Worst Method -- 2.3 Two Way Assessment -- 3 Data Analysis -- 3.1 Prioritizing Vulnerabilities Using FBWM -- 3.2 Two-Way Assessment Technique -- 4 Conclusion -- References -- Investigating Bad Smells with Feature Selection and Machine Learning Approaches -- 1 Introduction -- 2 Motivation and Related Work -- 2.1 Feature Selection -- 2.2 Involvement of Android Smells -- 2.3 Empiricism Tools and Techniques -- 3 Empirical Study -- 3.1 Data Sets -- 3.2 Data Processing -- 3.3 Performance Metrics -- 4 Result and Discussions -- 4.1 Correlation Feature Selection in Code Smells -- 5 Conclusion -- References -- SDE Based SRGM Considering Irregular Fluctuation in Fault Introduction Rate -- 1 Introduction -- 2 Related Work -- 2.1 Basic Assumptions.
2.2 Notations -- 3 Model Development -- 4 Proposed Methodology -- 5 General Framework -- 6 Data Analysis and Comparison Criteria -- 7 Model Validation -- 8 Conclusion -- References -- Ant Colony Optimization Algorithm with Three Types of Pheromones for the Component Assignment Problem in Linear Consecutive-kk-out-of-nn:F Systems -- 1 Introduction -- 2 CAP of the Linslash/Conslash k divided by n/k/n:F System -- 2.1 Definition of the CAP -- 2.2 B-Importance -- 2.3 Necessary Condition -- 3 Proposal of the ACO Algorithm for Solving the CAP -- 3.1 Initializing the Pheromone Values and Generating the Initial Solutions -- 3.2 Constructing the Solutions -- 3.3 Applying the Local Search -- 3.4 Evaluating the Solutions and Updating the Best Solution -- 3.5 Updating the Pheromone Values -- 3.6 Checking the Termination Condition. -- 4 Numerical Experiment -- 5 Conclusion -- References -- Reliability Assessment and Profit Analysis of Automated Teller Machine System Under Copular Repair Policy -- 1 Introduction -- 2 Notations, Assumptions, and Materials and Methods -- 2.1 Notations -- 2.2 Assumptions -- 2.3 Materials and Methods -- 3 Model Formulation -- 3.1 Model Solution -- 4 Investigation of the System in Various Scenarios -- 5 Result Analysis -- 6 Conclusion -- References -- An Efficient Regression Test Cases Selection & -- Optimization Using Mayfly Optimization Algorithm -- 1 Introduction -- 2 Related Work -- 3 Problem Statement of Regression Test Case Selection -- 4 Proposed Mayfly Optimization Algorithm -- 4.1 Mathematical Implementation of MA -- 5 Experimental Setup -- 5.1 Research Objectives -- 5.2 Research Hypothesis -- 5.3 Subject Programs -- 6 Result Discussion -- 7 Conclusion & -- Future Scope -- References -- Development of Reliability Block Diagram (RBD) Model for Reliability Analysis of a Steam Boiler System -- 1 Introduction. 2 Reliability Analysis Model for Boiler System -- 3 Reliability Analysis of the Boiler System by RBD -- 4 Conclusion -- References -- Computation Signature Reliability of Computer Numerical Control System Using Universal Generating Function -- 1 Introduction -- 2 Evaluation of Signature, Tail Signature and Expected Cost -- 3 Model Description: Computer Numerical Control -- 4 Numerical Example -- 5 Conclusion -- References -- Evaluate and Measure Agile Software Efficiency by the Integrated Strategy of Fuzzy MOORA and AHP -- 1 Introduction -- 2 Literature Review -- 3 Agile -- 4 Factors that Affect Agile Software Process -- 5 Approach Used to Measure Efficiency of Agile Software -- 5.1 Fuzzy Matrix of Decision -- 5.2 Fuzzy Decision Matrix's Normalization -- 5.3 Priority Weights Determination for Criteria -- 5.4 Weighted Normalized Fuzzy Matrix of Decision -- 5.5 Overall Rating for the Non-beneficial and Beneficial Criteria -- 5.6 Performance Index for Every Alternative -- 6 Discussions -- 7 Conclusion -- References -- Software Reliability Models and Multi-attribute Utility Function Based Strategic Decision for Release Time Optimization -- 1 Introduction -- 2 Software Reliability Modeling -- 2.1 Assumption -- 2.2 Fault Detection Rate -- 2.3 Software Reliability Growth Models -- 3 Numerical Illustration -- 4 Optimal Release Policy -- 4.1 Cost and Reliability Modeling -- 5 Conclusions -- References -- Reliability Analysis of Centerless Grinding Machine Using Fault Tree Analysis -- 1 Introduction -- 2 Basics of Fault Tree Analysis (FTA) -- 3 Terminology and Symbols -- 3.1 Event Symbols -- 3.2 Gate Symbols -- 3.3 Transfer Symbols and Definitions -- 3.4 Fault Tree Construction -- 4 A Case Study: Centerless Grinding Machine -- 4.1 Construction of Fault Tree -- 4.2 Qualitative Evaluation of Fault Tree -- 4.3 Quantitative Evaluation of Fault Tree. 5 Discussion and Summary -- References -- Machine Learning Based Software Defect Categorization Using Crowd Labeling -- 1 Introduction -- 2 Related Work -- 2.1 Orthogonal Defect Classification (ODC) -- 2.2 Crowdsourcing and Learning from Crowd -- 3 Datasets and Methods -- 3.1 Datasets -- 3.2 Expectation-Maximization -- 3.3 Classification Model -- 4 Methodology -- 5 Experimental Framework -- 6 Results and Discussion -- 7 Threats to Validity -- 7.1 Threats to Construct Validity -- 7.2 Threats to Internal Validity -- 7.3 Threats to External Validity -- 8 Conclusion and Future Work -- References -- Development of an Algorithm Using the Vikor Method to Increase Software Reliability -- 1 Introduction -- 2 Software Reliability Models -- 3 About the VIKOR Method -- 4 Literature Review -- 5 Application of the Vikor Method -- 6 Problem Statement and Experiments -- 7 Conclusion -- References -- Mathematical Modeling for Evaluation Reliability of a Bleaching System -- 1 Introduction -- 2 Mathematical Model Details of the Designed System -- 2.1 System Description -- 2.2 State Transition Diagram of the Bleaching System -- 2.3 Assumptions and Notations -- 3 Mathematical Modelling -- 3.1 Formulation of the Model -- 3.2 Solution of the Model -- 4 Numerical Calculations -- 4.1 Availability Analysis -- 4.2 Reliability Analysis -- 4.3 Analysis of Mean Time to Failure (MTTF) -- 4.4 Expected Profit -- 5 Result Discussion -- 6 Conclusion -- References -- An Effort Allocation Model for a Three Stage Software Reliability Growth Model -- 1 Introduction -- 2 Software Reliability Growth Model -- 3 Model Development -- 4 Optimal Solution -- 4.1 Special Cases -- 5 Numerical Analysis -- 6 Conclusion -- References. |
| Record Nr. | UNINA-9910627264203321 |
| Cham, Switzerland : , : Springer Nature Switzerland AG, , [2023] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Quality and Reliability Management and Its Applications / / edited by Hoang Pham
| Quality and Reliability Management and Its Applications / / edited by Hoang Pham |
| Edizione | [1st ed. 2016.] |
| Pubbl/distr/stampa | London : , : Springer London : , : Imprint : Springer, , 2016 |
| Descrizione fisica | 1 online resource (453 p.) |
| Disciplina | 658.562 |
| Collana | Springer Series in Reliability Engineering |
| Soggetto topico |
Quality control
Reliability Industrial safety Engineering economics Engineering economy Management Quality Control, Reliability, Safety and Risk Engineering Economics, Organization, Logistics, Marketing |
| ISBN | 1-4471-6778-3 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Part I Quality and Reliability - Concepts and Perspectives -- Part II Methods in Reliability Management -- Part III Methods in Quality Management -- Part IV Applications and Practices. |
| Record Nr. | UNINA-9910254221503321 |
| London : , : Springer London : , : Imprint : Springer, , 2016 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
