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Pang K, Liu P, Li S, Zou L, Lu M, Martínez L. Concept lattice simplification with fuzzy linguistic information based on three-way clustering. Int J Approx Reason 2023. [DOI: 10.1016/j.ijar.2022.12.009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
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Zhang R, Ma X, Zhan J, Yao Y. 3WC-D: A feature distribution-based adaptive three-way clustering method. APPL INTELL 2022. [DOI: 10.1007/s10489-022-04332-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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3
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Zhao S, Qi J, Li J, Wei L. Concept reduction in formal concept analysis based on representative concept matrix. INT J MACH LEARN CYB 2022. [DOI: 10.1007/s13042-022-01691-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
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Wang Z, Qi J, Shi C, Ren R, Wei L. Multiview granular data analytics based on three-way concept analysis. APPL INTELL 2022. [DOI: 10.1007/s10489-022-04145-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
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Chen J, Zhu P. A variable precision multigranulation rough set model and attribute reduction. Soft comput 2022. [DOI: 10.1007/s00500-022-07566-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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Ma Z, Mi J, Lin Y, Li J. Boundary region-based variable precision covering rough set models. Inf Sci (N Y) 2022. [DOI: 10.1016/j.ins.2022.07.048] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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7
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Yan M, Li J. Knowledge discovery and updating under the evolution of network formal contexts based on three-way decision. Inf Sci (N Y) 2022. [DOI: 10.1016/j.ins.2022.04.010] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
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8
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Zhai Y, Qi J, Li D, Zhang C, Xu W. The structure theorem of three-way concept lattice. Int J Approx Reason 2022. [DOI: 10.1016/j.ijar.2022.04.007] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
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Incremental neighborhood entropy-based feature selection for mixed-type data under the variation of feature set. APPL INTELL 2022. [DOI: 10.1007/s10489-021-02526-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
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Chen Z, Liu K, Yang X, Fujita H. Random sampling accelerator for attribute reduction. Int J Approx Reason 2022. [DOI: 10.1016/j.ijar.2021.09.016] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
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Abbruzzese R, Gaeta A, Loia V, Lomasto L, Orciuoli F. Detecting influential news in online communities: An approach based on hexagons of opposition generated by three-way decisions and probabilistic rough sets. Inf Sci (N Y) 2021. [DOI: 10.1016/j.ins.2021.07.014] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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Zhang C, Li J, Lin Y. Matrix-based reduction approach for one-sided fuzzy three-way concept lattices. JOURNAL OF INTELLIGENT & FUZZY SYSTEMS 2021. [DOI: 10.3233/jifs-202573] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
Three-way concept analysis is a mathematical model of the combination of formal concept analysis and three-way decision, and knowledge discovery plays a significant impact on formal fuzzy contexts since such datasets are frequently encountered in real life. In this paper, a novel type of one-sided fuzzy three-way concept lattices is presented in a given formal fuzzy context with its complement, in which a ternary classification is available. In such case, we comprehensively explore the connections between the proposed models and classical fuzzy concept lattices among elements, sets, and orders. Furthermore, approaches to granular matrix-based reductions are investigated, by which granular consistent sets, and granular reducts via discernibility Boolean matrices are tectonically put forward. At last, the demonstrated results are performed by several experiments which enrich the research of three-way concept analysis.
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Affiliation(s)
- Chengling Zhang
- School of Mathematics and Statistics, Minnan Normal University, Zhangzhou, China
| | - Jinjin Li
- School of Mathematics and Statistics, Minnan Normal University, Zhangzhou, China
| | - Yidong Lin
- School of Mathematical Sciences, Xiamen University, Xiamen, China
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