A new robust fuzzy clustering validity index for imbalanced data sets

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