using machine learning and tools for service-oriented computing Hussain, Walayat editor. Gao, Honghao editor. Rabhi, Fethi editor. Martínez, Luis 1970- editor. text xx S.l.] CHAPMAN & HALL CRC 2023 monographic eng

electronic resource

1 online resource The rapidly evolving business and technology landscape demands sophisticated decision-making tools to stay ahead of the curve. Advances in Complex Decision Making: Using Machine Learning and Tools for Service-Oriented Computing is a cutting-edge technical guide exploring the latest decision-making technology advancements. This book provides a comprehensive overview of machine learning algorithms and examines their applications in complex decision-making systems in a service-oriented framework. The authors also delve into service-oriented computing and how it can be used to build complex systems that support decision making. Many real-world examples are discussed in this book to provide a practical insight into how discussed techniques can be applied in various domains, including distributed computing, cloud computing, IoT and other online platforms. For researchers, students, data scientists and technical practitioners, this book offers a deep dive into the current developments of machine learning algorithms and their applications in service-oriented computing. This book discusses various topics, including Fuzzy Decisions, ELICIT, OWA aggregation, Directed Acyclic Graph, RNN, LSTM, GRU, Type-2 Fuzzy Decision, Evidential Reasoning algorithm and robust optimisation algorithms. This book is essential for anyone interested in the intersection of machine learning and service computing in complex decision-making systems. edited by Walayat Hussain, Honghao Gao, Fethi Rabhi and Luis Martínez. BUSINESS & ECONOMICS / Decision-Making & Problem Solving COMPUTERS / Enterprise Applications Machine learning Decision making Data processing Service-oriented architecture (Computer science) Q325.5 9781000993950 1000993957 9781003340621 1003340628 9781000993967 1000993965 https://www.taylorfrancis.com/books/9781003340621 http://www.oclc.org/content/dam/oclc/forms/terms/vbrl-201703.pdf https://www.taylorfrancis.com/books/9781003340621 http://www.oclc.org/content/dam/oclc/forms/terms/vbrl-201703.pdf OCoLC-P 231013 20251030122238.0 9781003340621 eng