基于拓展约束投影的加权半监督聚类集成算法
张鼎， 杨有龙， 孙丽芹 - 南京大学学报(自然科学版), 2022 - jns.nju.edu.cn
(西安电子科技大学数学与统计学院, 西安, 710126) 摘要: 半监督聚类集成旨在利用成对约束
提升聚类集成的精度, 但在高维空间的聚类效果却显著降低, 另外, 当只有少量的成对约束可以 …
提升聚类集成的精度, 但在高维空间的聚类效果却显著降低, 另外, 当只有少量的成对约束可以 …
A bibliographic view on constrained clustering
L Kuncheva, F Williams, S Hennessey - arXiv preprint arXiv:2209.11125, 2022 - arxiv.org
A keyword search on constrained clustering on Web-of-Science returned just under 3,000
documents. We ran automatic analyses of those, and compiled our own bibliography of 183 …
documents. We ran automatic analyses of those, and compiled our own bibliography of 183 …
Fuzzy Kernel Weighted Random Projection Ensemble Clustering For High Dimensional Data
I Lahmar, A Zaier, M Yahia, R Boaullegue - International Conference on …, 2022 - Springer
A clustering ensemble seeks to treat a consensus function by taking multiple base
clustering. There are generally two main limitations:(1) High-dimensional data pose a …
clustering. There are generally two main limitations:(1) High-dimensional data pose a …