The multi-criteria ranking method for criterion-oriented regret three-way decision

International Journal of Approximate Reasoning, Год журнала: 2025, Номер unknown, С. 109374 - 109374

Опубликована: Янв. 1, 2025

Язык: Английский

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Label distribution feature selection based on hierarchical structure and neighborhood granularity

Information Fusion, Год журнала: 2024, Номер 112, С. 102588 - 102588

Опубликована: Июль 20, 2024

Язык: Английский

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A novel three-way distance-based fuzzy large margin distribution machine for imbalance classification

Complex & Intelligent Systems, Год журнала: 2025, Номер 11(3)

Опубликована: Фев. 19, 2025

Abstract Class imbalance is a prevalent issue in practical applications, which poses significant challenges for classifiers. The large margin distribution machine (LDM) introduces the of samples to replace traditional minimum margin, resulting extensively enhanced classification performance. However, hyperplane LDM tends be skewed toward minority class, due optimization property means. Moreover, absence non-deterministic options and measurement confidence level further restricts capability manage uncertainty imbalanced tasks. To solve these problems, we propose novel three-way distance-based fuzzy (3W-DBFLDM). Specifically, introduce factor mitigate impact sample size on results by increasing distance weights class. Additionally, decision model introduced deal with uncertainty, model’s robustness utilizing membership degree that reflects importance each input point. Comparative experiments conducted UCI datasets demonstrate 3W-DBFLDM surpasses other models accuracy, stability, robustness. Furthermore, cost comparison experiment validate reduces overall cost.

Язык: Английский

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A novel three-way decision utility model considering decision-maker’s attribute preferences

Expert Systems with Applications, Год журнала: 2025, Номер unknown, С. 127506 - 127506

Опубликована: Апрель 1, 2025

Язык: Английский

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A new linguisitic three-way decision model for multi-attribute group decision making problems under inconsistent group opinions

Expert Systems with Applications, Год журнала: 2025, Номер 286, С. 127894 - 127894

Опубликована: Апрель 30, 2025

Язык: Английский

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A sequential three-way decision model based on linguistic Z-numbers

PLoS ONE, Год журнала: 2025, Номер 20(5), С. e0320350 - e0320350

Опубликована: Май 5, 2025

Linguistic Z-numbers (LZs), which uses both fuzzy constraint and reliability measure to describe information has been widely used in various industries. However, as the amount of needed process increases, relevant sorting methods are inefficient. Three-way decision model with decision-theoretical rough sets divides objects into three disjoint regions, namely acceptance,deferment, rejection. In subsequent process, only that need delayed judgment subdivided, greatly reduces computation. Therefore, order improve efficiency making under LZs environment, we propose a sequential three-way model. Firstly, by considering measure, (TWDZ) is proposed. Next, concept attribute hierarchy proposed prioritize attributes based on contributions distinguishing alternatives. After that, combined priority, delay domain constantly Finally, application background double carbon economy, practical case about selecting an optimal design electric vehicles charging station offered, comparative analysis was conducted demonstrate STWDZ

Язык: Английский

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A three-way utility decision model with multi-label based on fuzzy neighborhood environments

Applied Soft Computing, Год журнала: 2025, Номер unknown, С. 113330 - 113330

Опубликована: Июнь 1, 2025

Язык: Английский

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Fuzzy Implications-Based Transformation Approaches from Semi-Three-Way Decision Spaces to Three-Way Decision Spaces and Their Applications

Опубликована: Янв. 1, 2024

Язык: Английский

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Fuzzy implications-based transformation approaches from semi-three-way decision spaces to three-way decision spaces and their applications

International Journal of Approximate Reasoning, Год журнала: 2024, Номер unknown, С. 109296 - 109296

Опубликована: Сен. 1, 2024

Язык: Английский

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Segmentation of the customers based on customer value: A three-way decision perspective

Applied Soft Computing, Год журнала: 2024, Номер 167, С. 112415 - 112415

Опубликована: Ноя. 3, 2024

Язык: Английский

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