Author

Shuyin Xia

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Preprint Aug 2026

Adaptive $k$ Nearest Neighbors Classifier via Granular Ball Computing

Experimental results demonstrate that the proposed adaptive and efficient KNN approach via granular-ball computing outperforms existing KNN variants across multiple datasets in terms of both accuracy and efficiency.

Xiaoyu Lian, Shuyin Xia, Hongxuan He et al. · 0 citations