A three-way decision model for multi-granular support intuitionistic fuzzy rough sets based on overlap functions
Sign Up to like & getrecommendations! Published in 2025 at "Artificial Intelligence Review"
DOI: 10.1007/s10462-025-11139-4
Abstract: Three-way decision-making provides an effective framework for addressing uncertainty, aligning closely with human cognitive decision patterns. This paper proposes a novel three-way decision model based on multi-granular support intuitionistic fuzzy rough sets, integrating n-dimensional overlap… read more here.
Keywords: three way; decision making; way decision; decision ... See more keywords
Three-way Decision Models of Cognitive Computing in Pythagorean Fuzzy Environments
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DOI: 10.1007/s12559-021-09867-0
Abstract: Loss functions, commonly believed to be the cost of cognitive computing, are a key element in decision-making, and three-way decisions can be regarded as a cognitive computing method that seeks to minimize the overall risks… read more here.
Keywords: decision models; way decision; loss functions; decision ... See more keywords
TDUP: an approach to incremental mining of frequent itemsets with three-way-decision pattern updating
Sign Up to like & getrecommendations! Published in 2017 at "International Journal of Machine Learning and Cybernetics"
DOI: 10.1007/s13042-015-0337-6
Abstract: Finding an efficient approach to incrementally update and maintain frequent itemsets is an important aspect of data mining. Earlier incremental algorithms focused on reducing the number of scans of the original database while it is… read more here.
Keywords: mining; three way; frequent itemsets; way decision ... See more keywords
A New Approach to Three Way Decision Through Spherical Double Hierarchy Linguistic Information
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DOI: 10.1109/access.2023.3302843
Abstract: Branded apps offer both an essential tool for businesses and consumers to interact in real-time and share marketing messages as well as an innovative approach to business that promotes value co-creation. In order to explore… read more here.
Keywords: three way; way decision; hierarchy linguistic; double hierarchy ... See more keywords
Granular Sequential Three-Way Decision for Specific Decision Classes
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DOI: 10.1109/tfuzz.2025.3529459
Abstract: Sequential three-way decision (S3WD) is an efficient granular computing paradigm for dealing with uncertain problems. However, it is primarily oriented to all decision classes, which contradicts the fact that decisions are typically for the specific… read more here.
Keywords: three way; way decision; decision classes; decision ... See more keywords
Domain Adaptation Using a Three-Way Decision Improves the Identification of Autism Patients from Multisite fMRI Data
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DOI: 10.3390/brainsci11050603
Abstract: Machine learning methods are widely used in autism spectrum disorder (ASD) diagnosis. Due to the lack of labelled ASD data, multisite data are often pooled together to expand the sample size. However, the heterogeneity that… read more here.
Keywords: three way; domain adaptation; way decision; multisite fmri ... See more keywords
Three-Way Decision Models Based on Ideal Relations in Multi-Attribute Decision-Making
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DOI: 10.3390/e24070986
Abstract: In recent years, research on applications of three-way decision (e.g., TWD) has attracted the attention of many scholars. In this paper, we combine TWD with multi-attribute decision-making (MADM). First, we utilize the essential idea of… read more here.
Keywords: multi attribute; three way; way decision; decision ... See more keywords