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
A Survey of Deep Graph Clustering: Taxonomy, Challenge, Application, and Open Resource

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Density-increment and cut-edge optimized clustering via minimum spanning forest

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Quantum-Assisted Correlation Clustering

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ADNF-Clustering: An Adaptive and Dynamic Neuro-Fuzzy Clustering for Leukemia Prediction

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Relevancy-Reinforced Feature Selections Using Three-Improved Uncertainty Measures Based on Three-Way Fuzzy Multi-Neighborhood Granulations

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One-step Multi-view Clustering With Adaptive Low-rank Anchor-graph Learning

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Semi-supervised learning with centerless clustering

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Geometric foundations of possibilistic clustering: A hard possibilistic clustering algorithm

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FunCWM: Functional Cluster-Weighted Models and Their Applications to Climatological Functional Data

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Robust density clustering based on density peak regions and K-nearest neighbors

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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 1819 FWCI233.2356

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

article Full Text OpenAlex 829 FWCI109.3775

Statistical power for cluster analysis

article Full Text OpenAlex 495 FWCI62.0307

Comprehensive survey on hierarchical clustering algorithms and the recent developments

article Full Text OpenAlex 289 FWCI34.9044

Robust Multi-View Clustering With Incomplete Information

article Full Text OpenAlex 285 FWCI28.2433

Model-Based Clustering, Classification, and Density Estimation Using mclust in R

book Full Text OpenAlex 267 FWCI93.8638

Data clustering: application and trends

article Full Text OpenAlex 250 FWCI30.896

Fast Multi-View Clustering Via Ensembles: Towards Scalability, Superiority, and Simplicity

article Full Text OpenAlex 226 FWCI39.6643

Finding compact and well-separated clusters: Clustering using silhouette coefficients

article Full Text OpenAlex 187 FWCI23.7295

An Effective and Adaptable K-means Algorithm for Big Data Cluster Analysis

article Full Text OpenAlex 179 FWCI31.6199