Automatically Determining the Number of Clusters in Unlabeled Data Sets

Author:

Wang Liang,Leckie Christopher,Ramamohanarao Kotagiri,Bezdek James

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Computational Theory and Mathematics,Computer Science Applications,Information Systems

Cited by 69 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. HaVAT: Automatic Cluster Structure Assessment in Unlabeled data;Proceedings of the 7th Joint International Conference on Data Science & Management of Data (11th ACM IKDD CODS and 29th COMAD);2024-01-04

2. ML-aVAT: A Novel 2-Stage Machine-Learning Approach for Automatic Clustering Tendency Assessment;Big Data Research;2023-11

3. DeepVAT: A Self-Supervised Technique for Cluster Assessment in Image Datasets;2023 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW);2023-10-02

4. A parallel algorithm for approximating the silhouette using a ball tree;Journal of Parallel and Distributed Computing;2023-03

5. Finding the Number of Clusters Using a Small Training Sequence;IEEE Access;2023

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