An Effective Clustering Algorithm Using Adaptive Neighborhood and Border Peeling Method

Effective hierarchical clustering based on structural similarities in nearest neighbor graphs

(2021) Chunrong Wu et al.   KNOWLEDGE-BASED SYSTEMS

Ultra-Scalable Spectral Clustering and Ensemble Clustering

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

Border-Peeling Clustering

(2019) Hadar Averbuch-Elor et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

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

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

(2017) Jinlong Huang et al.   MACHINE LEARNING

Weighted natural neighborhood graph: an adaptive structure for clustering and outlier detection with no neighborhood parameter

(2016) Qingsheng Zhu et al.   Cluster Computing-The Journal of Networks Software Tools and Applications

Convex Sparse Spectral Clustering: Single-View to Multi-View

(2016) Canyi Lu et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

A non-parameter outlier detection algorithm based on Natural Neighbor

(2016) Jinlong Huang et al.   KNOWLEDGE-BASED SYSTEMS

Natural neighbor: A self-adaptive neighborhood method without parameter K

(2016) Qingsheng Zhu et al.   PATTERN RECOGNITION LETTERS

Hierarchical Density Estimates for Data Clustering, Visualization, and Outlier Detection

(2015) Ricardo J. G. B. Campello et al.   ACM Transactions on Knowledge Discovery from Data

Clustering by fast search and find of density peaks

(2014) A. Rodriguez et al.   SCIENCE

Sparse Subspace Clustering: Algorithm, Theory, and Applications

(2013) E. Elhamifar et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Data clustering: 50 years beyond K-means

(2009) Anil K. Jain   PATTERN RECOGNITION LETTERS