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

• Autore: Liang Decui
• Pubblicazione: Cham, Switzerland : , : Springer, , [2023]; ©2023
• Edizione: First edition.
• Descrizione fisica: 1 online resource (181 pages)
• Disciplina: 005.365
• Soggetto topico: Application software; Artificial intelligence
• Persona (resp. second.): XuZeshui
• Nota di bibliografia: Includes bibliographical references.
• Nota di contenuto: Intro -- Preface -- Contents -- Part I Introduction -- 1 Backgrounds and Literature Review -- 1.1 Basic Theory of Three-Way Decision -- 1.2 Literature Review of Three-Way Decision -- 1.3 Aims and Focuses of This Book -- References -- Part II Decision Rule Deduction of Intuitionistic Fuzzy Three-Way Decision -- 2 Intuitionistic Fuzzy Three-Way Decision -- 2.1 Basic Model of Intuitionistic Fuzzy Three-Way Decision -- 2.1.1 Intuitionistic Fuzzy Sets (IFSs) -- 2.1.2 Intuitionistic Fuzzy Decision-Theoretic Rough Sets (IFDTRSs) -- 2.2 Decision Rules for Single-Period Decision Making -- 2.2.1 Strategy 1: A Positive Viewpoint -- 2.2.2 Strategy 2: A Negative Viewpoint -- 2.2.3 Strategy 3: A Composite Viewpoint -- 2.3 Decision Rules for Multi-period Decision Making -- 2.3.1 Basic Notations -- 2.3.2 The Determination for the Aggregation of the Loss Function at All Periods -- 2.3.3 Decision Rules -- 2.4 An Illustrative Example -- 2.5 Conclusions -- References -- 3 Intuitionistic Fuzzy Three-Way Decision Based on Point Operators -- 3.1 Basic Model with Point Operators -- 3.1.1 Intuitionistic Fuzzy Point Operator (IFPO) -- 3.1.2 Loss Function Matrix with the New Interpretation of Point Operators -- 3.1.3 Basic Model of IFDTRSs with Point Operators -- 3.1.4 Decision Rule Deduction of Three-Way Decision -- 3.2 Decision Stage Determination Based on Information Entropy -- 3.3 An Illustrative Example -- 3.3.1 Decision Analysis -- 3.3.2 Discussion -- 3.4 Conclusions -- References -- Part III Decision Rule Deduction of Hesitant Fuzzy Three-Way Decision -- 4 Hesitant Fuzzy Three-Way Decision -- 4.1 Basic Model of Hesitant Fuzzy Three-Way Decision -- 4.1.1 Hesitant Fuzzy Sets (HFSs) -- 4.1.2 Hesitant Fuzzy Decision-Theoretic Rough Sets (HFDTRSs) -- 4.2 Ranking and Resource Allocation with Hesitant Fuzzy Three-Way Decision -- 4.3 An Illustrative Example. ; 4.4 Conclusions -- References -- 5 Hesitant Fuzzy Three-Way Decision with Error Analysis -- 5.1 Hesitant Fuzzy Information Systems -- 5.2 Decision Rule Deduction with the Aid of Error Analysis -- 5.2.1 Estimation of the Conditional Probability -- 5.2.2 Three-Way Decision with DTRSs Using Error Analysis -- 5.3 An Illustrative Example -- 5.3.1 Method 1: Type I and Strategy 1 -- 5.3.2 Method 4: Type II and Strategy 2 -- 5.4 Conclusions -- References -- Part IV Applications -- 6 Medical Diagnosis About Nephropathy -- 6.1 Problem Description -- 6.2 Interval-Valued qq-Rung Orthopair Fuzzy Integral for Information Fusion -- 6.3 Three-Way Decision in Interval-Valued qq-Rung Orthopair Fuzzy Information System -- 6.3.1 Basic Description of Three-Way Decision Based on IVq-ROFSs -- 6.3.2 Decision Rule Deduction of Three-Way Decision with IVq-ROFNs -- 6.4 An Illustrative Example -- 6.5 Conclusions -- References -- 7 Emergency Blood Transshipment Assessment -- 7.1 Problem Description -- 7.2 Dual Hesitant Fuzzy Interpretation of Loss Functions -- 7.3 Decision Rule Deduction of Dual Hesitant Fuzzy Three-Way Decision -- 7.3.1 Method 1: A General Method Based on the Score and the Accuracy of DHFEs -- 7.3.2 Method 2: A Ranking Method of Possibility Degrees -- 7.4 An Illustrative Example -- 7.4.1 Decision Analysis with Methods 1-2 -- 7.4.2 Comparison Analysis with the Existing Methods -- 7.5 Conclusions -- References.
• Titolo autorizzato: Interpretable Three-Way Decision with Hesitant Risk Information and Its Healthcare Application
• ISBN: 3-031-45501-0
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Lingua di pubblicazione: Inglese
• Record Nr.: 9910768161503321
• Lo trovi qui: Univ. Federico II
• Serie: Studies in fuzziness and soft computing ; ; Volume 431.