國立高雄大學圖資館 |

Language: English

Back

Advances in complex decision makingusing machine learning and tools for service-oriented computing /

Record Type:	Electronic resources : Monograph/item
Title/Author:	Advances in complex decision makingedited by Walayat Hussain ... [et al.]
Reminder of title:	using machine learning and tools for service-oriented computing /
other author:	Hussain, Walayat.
Published:	Abingdon, Oxon, OX :Chapman & Hall/CRC Press,2024.
Description:	1 online resource.
Subject:	Machine learning.
Online resource:	https://www.taylorfrancis.com/books/9781003340621
ISBN:	9781003340621$q(electronic bk.)

Advances in complex decision makingusing machine learning and tools for service-oriented computing /
Advances in complex decision makingusing machine learning and tools for service-oriented computing /[electronic resource] :edited by Walayat Hussain ... [et al.] - 1st ed. - Abingdon, Oxon, OX :Chapman & Hall/CRC Press,2024. - 1 online resource.

Includes bibliographical references and index.

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.

ISBN: 9781003340621$q(electronic bk.)Subjects--Topical Terms:

188639
Machine learning.

LC Class. No.: Q325.5

Dewey Class. No.: 006.3/1

Advances in complex decision makingusing machine learning and tools for service-oriented computing /
LDR:02710cmm a2200361 a 4500 001 682155
005 20251017072503.0
006 m o d
007 cr cnu---unuuu
008 251202s2024 enk ob 001 0 eng d
020 $a 9781003340621$q(electronic bk.)
020 $a 1003340628$q(electronic bk.)
020 $a 9781000993950$q(electronic bk.)
020 $a 1000993957$q(electronic bk.)
020 $a 9781000993967$q(electronic bk. : EPUB)
020 $a 1000993965$q(electronic bk. : EPUB)
020 $z 9781032375267$q(pbk.)
020 $z 9781032375274$q(hbk.)
020 $z 1032375272$q(hbk.)
035 $a (OCoLC)1402244396
035 $a (OCoLC-P)1402244396
035 $a 9781003340621
040 $a OCoLC-P $b eng $c OCoLC-P
041 0 $a eng
050 4 $a Q325.5
082 0 4 $a 006.3/1 $2 23
245 0 0 $a Advances in complex decision making $h [electronic resource] : $b using machine learning and tools for service-oriented computing / $c edited by Walayat Hussain ... [et al.]
250 $a 1st ed.
260 $a Abingdon, Oxon, OX : $b Chapman & Hall/CRC Press, $c 2024.
300 $a 1 online resource.
504 $a Includes bibliographical references and index.
520 $a 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.
588 $a OCLC-licensed vendor bibliographic record.
650 0 $a Machine learning. $3 188639
650 0 $a Decision making $x Data processing. $3 235779
650 0 $a Service-oriented architecture (Computer science) $3 348336
700 1 $a Hussain, Walayat. $3 931662
856 4 0 $u https://www.taylorfrancis.com/books/9781003340621