Multi-Criteria Decision Models in Software Reliability Methods and Applications Information Technology, Management and Operations Research Practices Series

This book provides insights into contemporary issues and challenges in multi-criteria decision models. It is a useful guide for identifying, understanding and categorising multi-criteria decision models, and ultimately implementing the analysis for effective decision-making.

The use of multi-criteria decision models in software reliability engineering is a relatively new field of study, and this book collects all the latest methodologies, tools and techniques in one single volume. It covers model selection, assessment, resource allocation, release management, up-grade planning, open-source systems, bug tracking system management and defect prediction.

Multi-Criteria Decision Models in Software Reliability: Methods and Applications will cater to researchers, academicians, post-graduate students, software developers, software reliability engineers and IT managers.

1. Enhancing Software Reliability by Evaluating Prediction Accuracy of CBF Algorithm Using Machine Learning. 2. Significance of Machine Learning and Deep Learning in Development of Artificial Intelligence. 3. Implication of Soft Computing and Machine Learning Method for Software Quality, Defect and Model Prediction. 4. Ambiguity Based on Working and Functionality in Deployed Software from Client Side in Prototype SDLC Model Scenario. 5. Selection of Software Programmer Using Fuzzy MCDM Technique in Software Engineering Scenario. 6. Implementing Multi-Criteria Decision-Making to Detect Potential Onset of Heart Disease. 7. State-of-the-Art Literature Review on Classification of Software Reliability Models. 8. Survey on Software Reliability Modelling and Quality Improvement Techniques. 9. Multi-Criteria Decision Management for Software Vulnerabilities Analysis. 10. On a Safety Evaluation of Artificial Intelligence-Based Systems to Software Reliability. 11. Study and Estimation of Existing Software Quality Models to Predict the Reliability of Component-Based Software. 12. Performance of Multi-Criteria Decision-Making Model in Software Engineering - A Survey. 13. Optimization Software Development Plan. 14. A Time-Variant Software Stability Model For Error Detection. 15. Software Vulnerability Analysis.

Dr. Ashish Mishra is currently working as a Professor in Department of Computer Science and Engineering, Gyan Ganga Institute of Technology and Sciences, Jabalpur [M.P], India. He is a qualified individual with around 17 years of expertise in Teaching, R&D with specialization in Computer Science Engineering. He is B.E., M.Tech &,M.B.A. He received his Ph.D. degree from AISECT University, Bhopal, India. Been a part of various seminars, webinar, paper presentations, research paper reviews, conferences as co-convener, Member of Organizing Committee, Member of Advisory Committee, Member of Technical Committee and contribution in organizing INSPIRE Science Internship Camp. Senior Member of IEEE, Life Member of CSI, Secretary CSI Jabalpur Chapter. He has published many research papers in reputed journals and conferences. He also has papers in Springer and IEEE conference. He is also a reviewer and Session Chair, Keynote Speaker of IEEE, Springer international conferences, CSNT-2015, CICN-2016, CICN2017, INDIACom-2019, and ICICC-CONF 2019, ICICC-CONF 2020, ICICC-CONF 2021. His research interests include IOT, Data Mining, Cloud Computing, Image Processing and Knowledge-based systems. He published 25 patents in Intellectual Property, India. He published 8 books in the area of data mining, Image Processing and Artificial Intelligence.

Dr. Nguyen Thi Dieu Linh is currently working as a Dy. Head of Science and Technology Department, Hanoi University of Industry, Vietnam (HaUI).She received Ph.D in Information and Communication Engineering from Harbin Institute of Technology, Harbin, China. She has more than 19 years of academic experience in electronics, IoT, Telecommunication, Big Data and Artificial Intelligence. She has published more than 30 research articles in national and international journals, books and conference proceedings. She is reviewer for Information Technology Journal, Mobile Networks and Applications Journal, and some inter