专题:Advanced Clustering Algorithms Research

This cluster of papers encompasses advancements in data clustering techniques and algorithms, covering topics such as K-means, cluster validation, high-dimensional data clustering, density-based clustering, semi-supervised clustering, document clustering, fuzzy clustering, evolutionary algorithms for clustering, and stream data clustering.
最新文献
2025 7th International Conference on Pattern Analysis and Intelligent Systems (PAIS)

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Research on Improved k-Means Clustering Algorithm Based on Density-Weighted Canopy

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Efficient Structural Clustering Over Hypergraphs

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RACS-SADL: Robust and Understandable Randomized Consensus in the Cloud

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Extension Distance-Driven K-Means: A Novel Clustering Framework for Fan-Shaped Data Distributions

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Complementary Bidirectional Fusion for Multi-view Graph Clustering

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A Bayesian Model for Co-clustering Ordinal Data with Informative Missing Entries

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A robust possibilistic semi-supervised fuzzy clustering algorithm with neighborhood-aware feature weighting

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AGPVC: Partially View-aligned Clustering With Anchor Graph for Multi-view Data

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Spatio-Temporal Data Augmentation Method for Network Traffic Prediction

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近5年高被引文献
K-means clustering algorithms: A comprehensive review, variants analysis, and advances in the era of big data

article Full Text OpenAlex 1162 FWCI142.041

A comprehensive survey of clustering algorithms: State-of-the-art machine learning applications, taxonomy, challenges, and future research prospects

article Full Text OpenAlex 634 FWCI79.725

Statistical power for cluster analysis

article Full Text OpenAlex 345 FWCI41.25

A Survey of Community Detection Approaches: From Statistical Modeling to Deep Learning

article Full Text OpenAlex 313 FWCI27.247

A Survey on Multiview Clustering

article Full Text OpenAlex 286 FWCI24.369

Structured Graph Learning for Scalable Subspace Clustering: From Single View to Multiview

article Full Text OpenAlex 262 FWCI24.416

A quantitative discriminant method of elbow point for the optimal number of clusters in clustering algorithm

article Full Text OpenAlex 253 FWCI22.418

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

article Full Text OpenAlex 230 FWCI18.978

Performances of K-Means Clustering Algorithm with Different Distance Metrics

article Full Text OpenAlex 205 FWCI19.089

Comparison of Distance Measures in Cluster Analysis with Dichotomous Data

article Full Text OpenAlex 200 FWCI4.217