标题
A fast density peaks clustering algorithm with sparse search
作者
关键词
DPC algorithm, Computational complexity, Sparse search strategy, Fewer distance calculations, Similarity matrix
出版物
INFORMATION SCIENCES
Volume 554, Issue -, Pages 61-83
出版商
Elsevier BV
发表日期
2020-12-13
DOI
10.1016/j.ins.2020.11.050
参考文献
相关参考文献
注意:仅列出部分参考文献,下载原文获取全部文献信息。- 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
Discover Peeref hubs
Discuss science. Find collaborators. Network.
Join a conversationAdd your recorded webinar
Do you already have a recorded webinar? Grow your audience and get more views by easily listing your recording on Peeref.
Upload Now