Interpretable Three-Way Decision with Hesitant Risk Information and Its Healthcare Application - Decui Liang, Zeshui Xu

Interpretable Three-Way Decision with Hesitant Risk Information and Its Healthcare Application

, (Autoren)

Buch | Hardcover
IX, 179 Seiten
2023 | 1st ed. 2023
Springer International Publishing (Verlag)
978-3-031-45500-1 (ISBN)
139,09 inkl. MwSt

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.

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


Erscheinungsdatum
Reihe/Serie Studies in Fuzziness and Soft Computing
Zusatzinfo IX, 179 p. 29 illus., 22 illus. in color.
Verlagsort Cham
Sprache englisch
Maße 155 x 235 mm
Gewicht 445 g
Themenwelt Informatik Theorie / Studium Künstliche Intelligenz / Robotik
Technik
Schlagworte Computational Intelligence • Fuzzy Systems • Fuzzy three-way decision • Hesitant fuzzy three-way decision • Intuitionistic Fuzzy three-way decision
ISBN-10 3-031-45500-2 / 3031455002
ISBN-13 978-3-031-45500-1 / 9783031455001
Zustand Neuware
Haben Sie eine Frage zum Produkt?
Mehr entdecken
aus dem Bereich
von absurd bis tödlich: Die Tücken der künstlichen Intelligenz

von Katharina Zweig

Buch | Softcover (2023)
Heyne (Verlag)
20,00
dem Menschen überlegen – wie KI uns rettet und bedroht

von Manfred Spitzer

Buch | Hardcover (2023)
Droemer (Verlag)
24,00