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
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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
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