标题
A new robust fuzzy clustering validity index for imbalanced data sets
作者
关键词
Clustering analysis, Clustering validity index, Fuzzy c-means method, Imbalanced data sets
出版物
INFORMATION SCIENCES
Volume 547, Issue -, Pages 579-591
出版商
Elsevier BV
发表日期
2020-08-24
DOI
10.1016/j.ins.2020.08.041
参考文献
相关参考文献
注意：仅列出部分参考文献，下载原文获取全部文献信息。- Estimating the number of clusters in a dataset via consensus clustering
- (2019) Ramazan Ünlü et al. EXPERT SYSTEMS WITH APPLICATIONS
- External clustering validity index based on chi-squared statistical test
- (2019) José María Luna-Romera et al. INFORMATION SCIENCES
- A Bayesian Possibilistic C-Means clustering approach for cervical cancer screening
- (2019) Fang-Qi Li et al. INFORMATION SCIENCES
- A new internal index based on density core for clustering validation
- (2019) Jiang Xie et al. INFORMATION SCIENCES
- Global optimality in k -means clustering
- (2018) Cristina Tîrnăucă et al. INFORMATION SCIENCES
- RECOME: A new density-based clustering algorithm using relative KNN kernel density
- (2018) Yangli-ao Geng et al. INFORMATION SCIENCES
- A Novel Cluster Validity Index Based on Local Cores
- (2018) IEEE Transactions on Neural Networks and Learning Systems
- Spectral Ensemble Clustering via Weighted K-Means: Theoretical and Practical Evidence
- (2017) Hongfu Liu et al. IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
- Support Vector Data Descriptions and k-Means Clustering: One Class?
- (2017) Nico Gornitz et al. IEEE Transactions on Neural Networks and Learning Systems
- Exploring the uniform effect of FCM clustering: A data distribution perspective
- (2016) Kaile Zhou et al. KNOWLEDGE-BASED SYSTEMS
- Improving fuzzy c-means method for unbalanced dataset
- (2015) Yun Liu et al. ELECTRONICS LETTERS
- A New Fuzzy Clustering Validity Index With a Median Factor for Centroid-Based Clustering
- (2015) Chih-Hung Wu et al. IEEE TRANSACTIONS ON FUZZY SYSTEMS
- Fuzzy c-means improvement using relaxed constraints support vector machines
- (2012) Mostafa Sabzekar et al. APPLIED SOFT COMPUTING
- The $K$-Means-Type Algorithms Versus Imbalanced Data Distributions
- (2012) Jiye Liang et al. IEEE TRANSACTIONS ON FUZZY SYSTEMS
- A Comparison Study of Validity Indices on Swarm-Intelligence-Based Clustering
- (2012) Rui Xu et al. IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS
- A Cluster-Validity Index Combining an Overlap Measure and a Separation Measure Based on Fuzzy-Aggregation Operators
- (2011) Hoel Le Capitaine et al. IEEE TRANSACTIONS ON FUZZY SYSTEMS
- Cluster validity index for estimation of fuzzy clusters of different sizes and densities
- (2010) Krista Rizman Žalik PATTERN RECOGNITION
- Validity index for clusters of different sizes and densities
- (2010) Krista Rizman Žalik et al. PATTERN RECOGNITION LETTERS
- Robust cluster validity indexes
- (2009) Kuo-Lung Wu et al. PATTERN RECOGNITION
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