- Home
- Publications
- Publication Search
- Publication Details
Title
Are cluster validity measures (in) valid?
Authors
Keywords
Clustering methodology, Cluster validity index, Dunn index, Nearest neighbours (NNs), Ordered weighted averaging (OWA) operator, No free lunch
Journal
INFORMATION SCIENCES
Volume 581, Issue -, Pages 620-636
Publisher
Elsevier BV
Online
2021-10-06
DOI
10.1016/j.ins.2021.10.004
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- Randomly Attracted Rough Firefly Algorithm for histogram based fuzzy image clustering
- (2021) Krishna Gopal Dhal et al. KNOWLEDGE-BASED SYSTEMS
- Clustering mixed numerical and categorical data with missing values
- (2021) Duy-Tai Dinh et al. INFORMATION SCIENCES
- ROBP a robust border-peeling clustering using Cauchy kernel
- (2021) Mingjing Du et al. INFORMATION SCIENCES
- genieclust: Fast and robust hierarchical clustering
- (2021) Marek Gagolewski SoftwareX
- SEND: A novel dissimilarity metric using ensemble properties of the feature space for clustering numerical data
- (2021) Gaurav Mishra et al. INFORMATION SCIENCES
- Genie+OWA: Robustifying hierarchical clustering with OWA-based linkages
- (2020) Anna Cena et al. INFORMATION SCIENCES
- Efficient synthetical clustering validity indexes for hierarchical clustering
- (2020) Qin Xu et al. EXPERT SYSTEMS WITH APPLICATIONS
- Cluster validity index for irregular clustering results
- (2020) Shaoyi Liang et al. APPLIED SOFT COMPUTING
- A new robust fuzzy clustering validity index for imbalanced data sets
- (2020) Yun Liu et al. INFORMATION SCIENCES
- Metaheuristic-based possibilistic fuzzy k-modes algorithms for categorical data clustering
- (2020) R.J. Kuo et al. INFORMATION SCIENCES
- Evolutionary multi-objective automatic clustering enhanced with quality metrics and ensemble strategy
- (2019) Shuwei Zhu et al. KNOWLEDGE-BASED SYSTEMS
- K-means properties on six clustering benchmark datasets
- (2018) Pasi Fränti et al. APPLIED INTELLIGENCE
- Set Matching Measures for External Cluster Validity
- (2016) Mohammad Rezaei et al. IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
- Genie: A new, fast, and outlier-resistant hierarchical clustering algorithm
- (2016) Marek Gagolewski et al. INFORMATION SCIENCES
- DEoptim: AnRPackage for Global Optimization by Differential Evolution
- (2015) Katharine Mullen et al. Journal of Statistical Software
- fastcluster: Fast Hierarchical, Agglomerative Clustering Routines forRandPython
- (2015) Daniel Müllner Journal of Statistical Software
- A survey on nature inspired metaheuristic algorithms for partitional clustering
- (2014) Satyasai Jagannath Nanda et al. Swarm and Evolutionary Computation
- 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
- An extensive comparative study of cluster validity indices
- (2012) Olatz Arbelaitz et al. PATTERN RECOGNITION
- Kernel-based fuzzy clustering and fuzzy clustering: A comparative experimental study
- (2009) Daniel Graves et al. FUZZY SETS AND SYSTEMS
- NP-hardness of Euclidean sum-of-squares clustering
- (2009) Daniel Aloise et al. MACHINE LEARNING
Create your own webinar
Interested in hosting your own webinar? Check the schedule and propose your idea to the Peeref Content Team.
Create NowBecome a Peeref-certified reviewer
The Peeref Institute provides free reviewer training that teaches the core competencies of the academic peer review process.
Get Started