Boosting cluster tree with reciprocal nearest neighbors scoring

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Wen-Bo Xie, Zhen Liu, Bin Chen, Jaideep Srivastava

Published: 2024, Last Modified: 08 Oct 2025Eng. Appl. Artif. Intell. 2024EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•A novel hierarchical clustering algorithm based on scoring the RNNs is proposed.•A strategy of sampling pairwise data points on the data boundary is devised.•Extensive experiments validated the effectiveness of the proposed algorithm.