A fast density peaks clustering algorithm with sparse search

Deep density-based image clustering

(2020) Yazhou Ren et al.   KNOWLEDGE-BASED SYSTEMS

Estimating the number of clusters in a dataset via consensus clustering

(2019) Ramazan Ünlü et al.   EXPERT SYSTEMS WITH APPLICATIONS

Low-rank local tangent space embedding for subspace clustering

(2019) Tingquan Deng et al.   INFORMATION SCIENCES

Comparative density peaks clustering

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

Feature Trend Extraction and Adaptive Density Peaks Search for Intelligent Fault Diagnosis of Machines

(2018) Yanxue Wang et al.   IEEE Transactions on Industrial Informatics

Face Clustering: Representation and Pairwise Constraints

(2018) Yichun Shi et al.   IEEE Transactions on Information Forensics and Security

Revealing community structures by ensemble clustering using group diffusion

(2018) Elena Ivannikova et al.   Information Fusion

I-nice: A New Approach for Identifying the Number of Clusters and Initial Cluster Centres

(2018) Md Abdul Masud et al.   INFORMATION SCIENCES

An improved density peaks clustering algorithm with fast finding cluster centers

(2018) Xiao Xu et al.   KNOWLEDGE-BASED SYSTEMS

A fast clustering algorithm based on pruning unnecessary distance computations in DBSCAN for high-dimensional data

(2018) Yewang Chen et al.   PATTERN RECOGNITION

Evolutionary Multiobjective Clustering and Its Applications to Patient Stratification

(2018) Xiangtao Li et al.   IEEE Transactions on Cybernetics

From Partition-Based Clustering to Density-Based Clustering: Fast Find Clusters With Diverse Shapes and Densities in Spatial Databases

(2018) Jiang Wang et al.   IEEE Access

DPC-LG: Density peaks clustering based on logistic distribution and gravitation

(2018) Jianhua Jiang et al.   PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS

Identifying cluster centroids from decision graph automatically using a statistical outlier detection method

(2018) Huanqian Yan et al.   NEUROCOMPUTING

Density Peak-Based Noisy Label Detection for Hyperspectral Image Classification

(2018) Bing Tu et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Color perception algorithm of medical images using density peak based hierarchical clustering

(2018) Xianhua Zeng et al.   Biomedical Signal Processing and Control

Personalized recommendation based on hierarchical interest overlapping community

(2018) Jianxing Zheng et al.   INFORMATION SCIENCES

Active learning through density clustering

(2017) Min Wang et al.   EXPERT SYSTEMS WITH APPLICATIONS

A Fast Density and Grid Based Clustering Method for Data With Arbitrary Shapes and Noise

(2017) Bo Wu et al.   IEEE Transactions on Industrial Informatics

An Incremental CFS Algorithm for Clustering Large Data in Industrial Internet of Things

(2017) Qingchen Zhang et al.   IEEE Transactions on Industrial Informatics

Fat node leading tree for data stream clustering with density peaks

(2017) Ji Xu et al.   KNOWLEDGE-BASED SYSTEMS

An entropy-based density peaks clustering algorithm for mixed type data employing fuzzy neighborhood

(2017) Shifei Ding et al.   KNOWLEDGE-BASED SYSTEMS

Consistency of mean partitions in consensus clustering

(2017) Brijnesh J. Jain   PATTERN RECOGNITION

Fast density clustering strategies based on the k -means algorithm

(2017) Liang Bai et al.   PATTERN RECOGNITION

Parameter-free Laplacian centrality peaks clustering

(2017) Xu-Hua Yang et al.   PATTERN RECOGNITION LETTERS

Automatic Clustering via Outward Statistical Testing on Density Metrics

(2016) Guangtao Wang et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Robust clustering by detecting density peaks and assigning points based on fuzzy weighted K-nearest neighbors

(2016) Juanying Xie et al.   INFORMATION SCIENCES

DenPEHC: Density peak based efficient hierarchical clustering

(2016) Ji Xu et al.   INFORMATION SCIENCES

A fast density-based data stream clustering algorithm with cluster centers self-determined for mixed data

(2016) Jin-Yin Chen et al.   INFORMATION SCIENCES

Study on density peaks clustering based on k-nearest neighbors and principal component analysis

(2016) Mingjing Du et al.   KNOWLEDGE-BASED SYSTEMS

An improved density peaks-based clustering method for social circle discovery in social networks

(2016) Mengmeng Wang et al.   NEUROCOMPUTING

Clustering by fast search and find of density peaks via heat diffusion

(2016) Rashid Mehmood et al.   NEUROCOMPUTING

DPCG: an efficient density peaks clustering algorithm based on grid

(2016) Xiao Xu et al.   International Journal of Machine Learning and Cybernetics

Clustering by fast search and find of density peaks

(2014) A. Rodriguez et al.   SCIENCE

A Chinese expert disambiguation method based on semi-supervised graph clustering

(2014) Jin Jiang et al.   International Journal of Machine Learning and Cybernetics

A Survey of Clustering Algorithms for Big Data: Taxonomy and Empirical Analysis

(2014) Adil Fahad et al.   IEEE Transactions on Emerging Topics in Computing