03557cam a2200541M 4500 9781003340621 FlBoTFG 20251030122238.0 m o d cr |n||||||||| 231013s2023 xx o 0|| 0 eng d OCoLC-P eng OCoLC-P 9781000993950 (electronic bk.) 1000993957 (electronic bk.) 9781003340621 (electronic bk.) 1003340628 (electronic bk.) 9781000993967 (electronic bk. : EPUB) 1000993965 (electronic bk. : EPUB) 1032375272 9781032375274 10.1201/9781003340621 doi (OCoLC)1402244396 (OCoLC-P)1402244396 Q325.5 COM 094000 bisacsh BUS 019000 bisacsh COM 005000 bisacsh UY bicssc ADVANCES IN COMPLEX DECISION MAKING [electronic resource] : using machine learning and tools for service-oriented computing / edited by Walayat Hussain, Honghao Gao, Fethi Rabhi and Luis Martínez. [S.l.] : CHAPMAN & HALL CRC, 2023. 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. OCLC-licensed vendor bibliographic record. BUSINESS & ECONOMICS / Decision-Making & Problem Solving bisacsh 93384 COMPUTERS / Enterprise Applications bisacsh 93750 Machine learning. 55059 Decision making Data processing. 93751 Service-oriented architecture (Computer science) 93752 Hussain, Walayat, editor. 93753 Gao, Honghao, editor. Rabhi, Fethi, editor. 93754 Martínez, Luis, 1970- editor. 93755 Taylor & Francis https://www.taylorfrancis.com/books/9781003340621 OCLC metadata license agreement http://www.oclc.org/content/dam/oclc/forms/terms/vbrl-201703.pdf E-Books 67623 67623