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Improving multi-label classification under imbalance: A granular-ball rough set approac
Author: Li, Yuzhe; Xu, Weihua
Journal: INTERNATIONAL JOURNAL OF APPROXIMATE REASONING. 2026; Vol. 194, Issue , pp. -. DOI: 10.1016/j.ijar.2026.109669
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Submodular neighborhood covering reduction for tri-partition classificatio
Author: Yue, Xiaodong; Wan, Renxia; Shi, Jie; Li, Zihao; Wei, Zhipeng
Journal: INTERNATIONAL JOURNAL OF APPROXIMATE REASONING. 2026; Vol. 193, Issue , pp. -. DOI: 10.1016/j.ijar.2026.109655
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HALO: Hardness-aware bilevel-inspired contrastive graph clusterin
Author: Zhu, Yuchen; Zhou, Kuang; Ye, Haishan; Dai, Guang; Tsang, Ivor W
Journal: INTERNATIONAL JOURNAL OF APPROXIMATE REASONING. 2026; Vol. 193, Issue , pp. -. DOI: 10.1016/j.ijar.2026.109657
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MACO-SMOTE: A multi-adaptive center oversampling technique for imbalanced dat
Author: Qian, Jin; Peng, Jin; Wu, Yue-Yang; Lu, Yang
Journal: INTERNATIONAL JOURNAL OF APPROXIMATE REASONING. 2026; Vol. 193, Issue , pp. -. DOI: 10.1016/j.ijar.2026.109659
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Consensus reaching process based on three-way clustering and conflict detection in large-scale group decision-makin
Author: Fu, Runqing; Sun, Bingzhen; Guo, Lun; Chu, Xiaoli
Journal: INTERNATIONAL JOURNAL OF APPROXIMATE REASONING. 2026; Vol. 192, Issue , pp. -. DOI: 10.1016/j.ijar.2026.109653
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A similarity degree-based three-way decision method with application to mine potential evaluatio
Author: Su, Tianli; Bao, Yanling
Journal: INTERNATIONAL JOURNAL OF APPROXIMATE REASONING. 2026; Vol. 192, Issue , pp. -. DOI: 10.1016/j.ijar.2026.109639
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Unification of fuzzy Sheffer stroke and fuzzy Peirce arro
Author: Zhang, Meiping; Zhang, Feng-Xia; Zhang, Xiaoheng; Qin, Maoen
Journal: INTERNATIONAL JOURNAL OF APPROXIMATE REASONING. 2026; Vol. 192, Issue , pp. -. DOI: 10.1016/j.ijar.2026.109640
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Three-stage ranking mechanism: A decision-making fusion of regret psychology and criterion-oriented three-way decisio
Author: Ding, Zhenni; Zhang, Kai; Jiang, Haibo; Zhou, Ligang
Journal: INTERNATIONAL JOURNAL OF APPROXIMATE REASONING. 2026; Vol. 192, Issue , pp. -. DOI: 10.1016/j.ijar.2026.109641
