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K-means clustering algorithms: A comprehensive review, variants analysis, and advances in the era of big data

Information sciences, 2023-04, Vol.622, p.178-210

2023

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Collaborative annealing power k -means++ clustering

Knowledge-based systems, 2022-11, Vol.255, p.109593, Article 109593

2022

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Unsupervised K-Means Clustering Algorithm

IEEE access, 2020, Vol.8, p.80716-80727

2020

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Improvement of K-means Cluster Quality by Post Processing Resulted Clusters

Procedia computer science, 2022, Vol.199, p.63-70

2022

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CAPKM++2.0: An upgraded version of the collaborative annealing power k-means++ clustering algorithm

Knowledge-based systems, 2023-02, Vol.262, p.110241, Article 110241

2023

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An efficient approximation to the K-means clustering for massive data

Knowledge-based systems, 2017-02, Vol.117, p.56-69

2017

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Ball k-Means: Fast Adaptive Clustering With No Bounds

IEEE transactions on pattern analysis and machine intelligence, 2022-01, Vol.44 (1), p.87-99

2022

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I-k-means−+: An iterative clustering algorithm based on an enhanced version of the k-means

Pattern recognition, 2018-07, Vol.79, p.402-413

Ismkhan, Hassan

2018

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Learning From Hidden Traits: Joint Factor Analysis and Latent Clustering

IEEE transactions on signal processing, 2017-01, Vol.65 (1), p.256-269

2017

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Simultaneous estimation of cluster number and feature sparsity in high‐dimensional cluster analysis

Biometrics, 2022-06, Vol.78 (2), p.574-585

2022

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genodive version 3.0: Easy‐to‐use software for the analysis of genetic data of diploids and polyploids

Molecular ecology resources, 2020-07, Vol.20 (4), p.1126-1131

Meirmans, Patrick G.

2020

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A Unified Form of Fuzzy C-Means and K-Means algorithms and its Partitional Implementation

Knowledge-based systems, 2021-02, Vol.214, p.106731, Article 106731

2021

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FAST COMMUNITY DETECTION BY SCORE

The Annals of statistics, 2015-02, Vol.43 (1), p.57-89

Jin, Jiashun

2015

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A local search algorithm for k-means with outliers

Neurocomputing (Amsterdam), 2021-08, Vol.450, p.230-241

2021

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Fuzzy Broad Learning System: A Novel Neuro-Fuzzy Model for Regression and Classification

IEEE transactions on cybernetics, 2020-02, Vol.50 (2), p.414-424

2020

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Advantages of fuzzy k-means over k-means clustering in the classification of diffuse reflectance soil spectra: A case study with West African soils

Geoderma, 2019-03, Vol.337, p.11-21

2019

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Regionalization of rainfall over the Peruvian Pacific slope and coast

International journal of climatology, 2017-01, Vol.37 (1), p.143-158

2017

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Silhouette Analysis for Performance Evaluation in Machine Learning with Applications to Clustering

Entropy (Basel, Switzerland), 2021-06, Vol.23 (6), p.759

2021

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Metode Elbow dalam Optimasi Jumlah Cluster pada K-Means Clustering

Simetris (Online), 2023-11, Vol.14 (2), p.277-288

2023

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How Do Extreme Summer Precipitation Events Over Eastern China Subregions Change?

Geophysical research letters, 2021-03, Vol.48 (5), p.n/a

2021

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Efficient clustering-based constructive heuristics for capacitated vehicle routing

International journal of mathematics in operational research, 2024, Vol.27 (4), p.458-478

2024

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An efficient Split-Merge re-start for the K-means algorithm

IEEE transactions on knowledge and data engineering, 2022-04, p.1-1

2022

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Hierarchical K-means Method for Clustering Large-Scale Advanced Metering Infrastructure Data

IEEE transactions on power delivery, 2017-04, Vol.32 (2), p.609-616

2017

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A Feature-Reduction Multi-View k-Means Clustering Algorithm

IEEE access, 2019, Vol.7, p.114472-114486

2019

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The incremental online k-means clustering algorithm and its application to color quantization

Expert systems with applications, 2022-11, Vol.207, p.117927, Article 117927

2022

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K-means clustering algorithms: A comprehensive review, variants analysis, and advances in the era of big data

Collaborative annealing power k -means++ clustering

Unsupervised K-Means Clustering Algorithm

Improvement of K-means Cluster Quality by Post Processing Resulted Clusters

CAPKM++2.0: An upgraded version of the collaborative annealing power k-means++ clustering algorithm

An efficient approximation to the K-means clustering for massive data

Ball k-Means: Fast Adaptive Clustering With No Bounds

I-k-means−+: An iterative clustering algorithm based on an enhanced version of the k-means

Learning From Hidden Traits: Joint Factor Analysis and Latent Clustering

Simultaneous estimation of cluster number and feature sparsity in high‐dimensional cluster analysis

genodive version 3.0: Easy‐to‐use software for the analysis of genetic data of diploids and polyploids

A Unified Form of Fuzzy C-Means and K-Means algorithms and its Partitional Implementation

FAST COMMUNITY DETECTION BY SCORE

A local search algorithm for k-means with outliers

Fuzzy Broad Learning System: A Novel Neuro-Fuzzy Model for Regression and Classification

Advantages of fuzzy k-means over k-means clustering in the classification of diffuse reflectance soil spectra: A case study with West African soils

Regionalization of rainfall over the Peruvian Pacific slope and coast

Silhouette Analysis for Performance Evaluation in Machine Learning with Applications to Clustering

Metode Elbow dalam Optimasi Jumlah Cluster pada K-Means Clustering

How Do Extreme Summer Precipitation Events Over Eastern China Subregions Change?

Efficient clustering-based constructive heuristics for capacitated vehicle routing

An efficient Split-Merge re-start for the K-means algorithm

Hierarchical K-means Method for Clustering Large-Scale Advanced Metering Infrastructure Data

A Feature-Reduction Multi-View k-Means Clustering Algorithm

The incremental online k-means clustering algorithm and its application to color quantization

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