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Advanced Clustering Algorithms Research

TopicLeading institutions, researchers & key papers

Advanced Clustering Algorithms Research is a topic indexed in ScholarIQ from OpenAlex.

What is known about Advanced Clustering Algorithms Research?

ScholarIQrecord summary

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.

How many works does Advanced Clustering Algorithms Research have?

ScholarIQindexed works

Advanced Clustering Algorithms Research has 46 works in the ScholarIQ index. The count is the OpenAlex total, not the number of papers listed on this page.

What is the OpenAlex record for Advanced Clustering Algorithms Research?

ScholarIQopenalex

The OpenAlex for Advanced Clustering Algorithms Research is on the source record.

What are the most-cited papers on Advanced Clustering Algorithms Research?

ScholarIQmost cited works
A survey of kernel and spectral methods for clustering
Maurizio Filippone, Francesco Camastra, Francesco Masulli, Stefano Rovetta
Pattern Recognition. 2007830 Citations
A Co-training Approach for Multi-view Spectral Clustering
Abhishek Kumar, Hal Daumé
International Conference on Machine Learning. 2011688 Citations
Locally Weighted Ensemble Clustering
Dong Huang, Chang‐Dong Wang, Jianhuang Lai
IEEE Transactions on Cybernetics. 2017377 CitationsOPEN ACCESS
A Comparison of Hierarchical Methods for Clustering Functional Data
Laura Ferreira, David B. Hitchcock
Communications in Statistics - Simulation and Computation. 2009283 Citations
Fast Multi-View Clustering Via Ensembles: Towards Scalability, Superiority, and Simplicity
Dong Huang, Chang‐Dong Wang, Jianhuang Lai
IEEE Transactions on Knowledge and Data Engineering. 2023254 CitationsOPEN ACCESS

Where is Advanced Clustering Algorithms Research research published, and who funds it?

ScholarIQvenues & funding sources

TOP FUNDERS

National Science Foundation—
NIH—
Wellcome Trust—
European Research Council—
Funder breakdown is a member featureSign up free to unlock

How much of the research on Advanced Clustering Algorithms Research is open access?

ScholarIQopen access share
47%OPEN ACCESS
Gold
13%
Green
20%
Hybrid
7%
Bronze
7%
Closed
53%

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