Interpretable Three-Way Decision with Hesitant Risk Information and Its Healthcare Application
Liang, Decui.
Interpretable Three-Way Decision with Hesitant Risk Information and Its Healthcare Application [electronic resource] / by Decui Liang, Zeshui Xu. - 1st ed. 2023. - IX, 179 p. 29 illus., 22 illus. in color. online resource. - Studies in Fuzziness and Soft Computing, 431 1860-0808 ; . - Studies in Fuzziness and Soft Computing, 431 .
Acceso multiusuario
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.
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.
9783031455018
Computational intelligence.
Artificial intelligence.
Computational Intelligence.
Artificial Intelligence.
Q342
006.3
Interpretable Three-Way Decision with Hesitant Risk Information and Its Healthcare Application [electronic resource] / by Decui Liang, Zeshui Xu. - 1st ed. 2023. - IX, 179 p. 29 illus., 22 illus. in color. online resource. - Studies in Fuzziness and Soft Computing, 431 1860-0808 ; . - Studies in Fuzziness and Soft Computing, 431 .
Acceso multiusuario
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.
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.
9783031455018
Computational intelligence.
Artificial intelligence.
Computational Intelligence.
Artificial Intelligence.
Q342
006.3
