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
Deep Clustering: A Comprehensive Survey

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DBHC: Discrete Bayesian HMM Clustering

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Impact of distance measures in adaptive K-means clustering on load profiles and spatial patterns of distributed substations in Thailand

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Low-rank kernel consistent multi-view subspace clustering

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Golden Cudgel Network for Real-Time Semantic Segmentation

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Fully Dynamic Consistent k-Center Clustering

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Clustering High-Dimensional Noisy Categorical Data

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Attention Non-Negative Spectral Clustering

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Statistical matching using kernel canonical correlation analysis and super-organizing map

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Improving search result clustering using nature inspired approach

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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 1575 FWCI308.18734314

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

article Full Text OpenAlex 761 FWCI149.39449988

Statistical power for cluster analysis

article Full Text OpenAlex 440 FWCI84.58509037

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

article Full Text OpenAlex 351 FWCI38.36070704

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

article Full Text OpenAlex 350 FWCI33.58265089

A Survey on Multiview Clustering

article Full Text OpenAlex 344 FWCI26.78150349

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

article Full Text OpenAlex 329 FWCI33.72375446

Link Prediction Based on Graph Neural Networks

preprint Full Text OpenAlex 282 FWCI0

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

article Full Text OpenAlex 278 FWCI25.11643638

Performances of K-Means Clustering Algorithm with Different Distance Metrics

article Full Text OpenAlex 232 FWCI26.24526498