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Interpretable Three-Way Decision with Hesitant Risk Information and Its Healthcare Application
Details
As a new interpretable model, three-way decision has also received academic attention in machine learning. With respect to different hesitant fuzzy information, this book deeply discusses the deduction process of decision rules of three-way decision and generates interpretable knowledge with the risk semantics. It further explores the applications of three-way decision to support healthcare management. This book is used as a reference for engineers, technicians, and researchers who are working in the fields of management science, operation management, computer science, information management, fuzzy mathematics, business intelligence, and other fields. It also serves as a textbook for postgraduate and senior undergraduate students of the relevant professional institutions of higher learning.
Discusses the deduction process of decision rules of three-way decision under hesitant fuzzy information Determines key elements of decision-theoretic rough sets Extends its range of applications in health-care management
Inhalt
Backgrounds and literature review.- Decision rule deduction of intuitionistic fuzzy three-way decision.- Intuitionistic fuzzy three-way decision.- Intuitionistic fuzzy three-way decision based on point operators.- Decision rule deduction of hesitant fuzzy three-way decision.- Hesitant fuzzy three-way decision.- Hesitant fuzzy three-way decision with error analysis
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Weitere Informationen
- Allgemeine Informationen
- GTIN 09783031455032
- Genre Technology Encyclopedias
- Lesemotiv Verstehen
- Anzahl Seiten 192
- Herausgeber Springer Nature Switzerland
- Größe H235mm x B155mm x T11mm
- Jahr 2024
- EAN 9783031455032
- Format Kartonierter Einband
- ISBN 3031455037
- Veröffentlichung 01.12.2024
- Titel Interpretable Three-Way Decision with Hesitant Risk Information and Its Healthcare Application
- Autor Zeshui Xu , Decui Liang
- Untertitel Studies in Fuzziness and Soft Computing 431
- Gewicht 300g
- Sprache Englisch