Effective hierarchical clustering based on structural similarities in nearest neighbor graphs

Chameleon 2

(2019) Tomas Barton et al.   ACM Transactions on Knowledge Discovery from Data

Scalable Spectral Clustering for Overlapping Community Detection in Large-Scale Networks

(2019) Hadrien Van Lierde et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Ultra-Scalable Spectral Clustering and Ensemble Clustering

(2019) Dong Huang et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Comparative density peaks clustering

(2018) Zejian Li et al.   EXPERT SYSTEMS WITH APPLICATIONS

RNN-DBSCAN: A Density-Based Clustering Algorithm Using Reverse Nearest Neighbor Density Estimates

(2018) Avory Bryant et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Binary Multi-View Clustering

(2018) Zheng Zhang et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Clustering-based k -nearest neighbor classification for large-scale data with neural codes representation

(2018) Antonio-Javier Gallego et al.   PATTERN RECOGNITION

Low-rank Sparse Subspace for Spectral Clustering

(2018) Xiaofeng Zhu et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Efficient Structural Clustering on Probabilistic Graphs

(2018) Yuxuan Qiu et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

A local cores-based hierarchical clustering algorithm for data sets with complex structures

(2018) Dongdong Cheng et al.   NEURAL COMPUTING & APPLICATIONS

A study of graph-based system for multi-view clustering

(2018) Hao Wang et al.   KNOWLEDGE-BASED SYSTEMS

$\mathsf {pSCAN}$ : Fast and Exact Structural Graph Clustering

(2017) Lijun Chang et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Discrete Nonnegative Spectral Clustering

(2017) Yang Yang et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Natural neighbor-based clustering algorithm with local representatives

(2017) Dongdong Cheng et al.   KNOWLEDGE-BASED SYSTEMS

Adaptive density peak clustering based on K-nearest neighbors with aggregating strategy

(2017) Liu Yaohui et al.   KNOWLEDGE-BASED SYSTEMS

QCC: a novel clustering algorithm based on Quasi-Cluster Centers

(2017) Jinlong Huang et al.   MACHINE LEARNING

DenPEHC: Density peak based efficient hierarchical clustering

(2016) Ji Xu et al.   INFORMATION SCIENCES

Efficient agglomerative hierarchical clustering

(2015) Athman Bouguettaya et al.   EXPERT SYSTEMS WITH APPLICATIONS

Clustering by fast search and find of density peaks

(2014) A. Rodriguez et al.   SCIENCE

Cluster analysis of resting-state fMRI time series

(2008) Aviv Mezer et al.   NEUROIMAGE

Robust path-based spectral clustering

(2007) Hong Chang et al.   PATTERN RECOGNITION