Interpretable Three-Way Decision with Hesitant Risk Information and Its Healthcare Application
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Beschreibung
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.
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
Autor*in
Decui Liang
Themen in »Interpretable Three-Way Decision with Hesitant Risk Information and Its Healthcare Application«
Computational Intelligence Fuzzy three-way decision Intuitionistic Fuzzy three-way decision Fuzzy Systems Hesitant fuzzy three-way decision