Automatic clustering based on density peak detection using generalized extreme value distribution

No abstract is available for this paper.

• Publication year

  2017

• Venue

  Soft Computing - A Fusion of Foundations, Methodologies and Applications

• Publication date

  2017-08-02

• Fields of study

  Mathematics, Computer Science

• Identifiers
  DOI 10.1007/s00500-017-2748-7
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar

• No claims are published for this paper.

• No concepts are published for this paper.

• Efficient Distributed Density Peaks for Clustering Large Data Sets in MapReduce

  2016cited by this paper
• Higher-order organization of complex networks

  2016cited by this paper
• DenPEHC: Density peak based efficient hierarchical clustering

  2016cited by this paper
• Comparative study on projected clustering methods for hyperspectral imagery classification

  2016cited by this paper
• Robust clustering by detecting density peaks and assigning points based on fuzzy weighted K-nearest neighbors

  2016influential reference
• A Novel Ranking-Based Clustering Approach for Hyperspectral Band Selection

  2016cited by this paper
• Finding Communities by Their Centers

  2016cited by this paper
• Study on density peaks clustering based on k-nearest neighbors and principal component analysis

  2016cited by this paper
• A cooperative semi-supervised fuzzy clustering framework for dental X-ray image segmentation

  2016cited by this paper
• The effect of the generalized extreme value distribution parameter estimation methods in extreme wind speed prediction

  2015cited by this paper
• Model based clustering for mixed data: clustMD

  2015cited by this paper
• Machine learning: Trends, perspectives, and prospects

  2015cited by this paper
• A Hybrid Neuro-Fuzzy Network Based on Differential Biogeography-Based Optimization for Online Population Classification in Earthquakes

  2015cited by this paper
• Fast clustering using adaptive density peak detection

  2015cited by this paper
• A comparative analysis of the UK and Italian small businesses using Generalised Extreme Value models

  2014cited by this paper
• Clustering by fast search and find of density peaks

  2014influential reference
• Model-based clustering for RNA-seq data

  2014cited by this paper
• Population Classification in Fire Evacuation: A Multiobjective Particle Swarm Optimization Approach

  2014cited by this paper
• Adaptive Threshold Background Modeling Algorithm Based on Chebyshev Inequality

  2013cited by this paper
• Emergency transportation planning in disaster relief supply chain management: a cooperative fuzzy optimization approach

  2013cited by this paper
• Extreme value distributions

  2013cited by this paper
• Cooperative bare-bone particle swarm optimization for data clustering

  2013cited by this paper
• Algorithms for hierarchical clustering: an overview

  2012cited by this paper
• Chebyshev's inequality for Banach-space-valued random elements

  2011cited by this paper
• Information Theoretic Measures for Clusterings Comparison: Variants, Properties, Normalization and Correction for Chance

  2010cited by this paper
• A hybridized approach to data clustering

  2008cited by this paper
• Trivariate generalized extreme value distribution in flood frequency analysis

  2008cited by this paper
• Gene expression changes induced by the tumorigenic pyrrolizidine alkaloid riddelliine in liver of Big Blue rats

  2007cited by this paper
• Comparing sequences without using alignments: application to HIV/SIV subtyping

  2007cited by this paper
• FLAME, a novel fuzzy clustering method for the analysis of DNA microarray data

  2007cited by this paper
• A possibilistic fuzzy c-means clustering algorithm

  2005cited by this paper
• Clustering aggregation

  2005cited by this paper
• Abstract ARTICLE IN PRESS Pattern Recognition ( ) –

  2005cited by this paper
• Survey of clustering algorithms

  2005cited by this paper
• Data Mining And Knowledge Discovery Handbook

  2005cited by this paper
• Convergence Properties of the Nelder-Mead Simplex Method in Low Dimensions

  1998cited by this paper
• CLUSTERING LARGE DATA SETS WITH MIXED NUMERIC AND CATEGORICAL VALUES

  1997cited by this paper
• A Density-Based Algorithm for Discovering Clusters in Large Spatial Databases with Noise

  1996cited by this paper
• SQLf: a relational database language for fuzzy querying

  1995cited by this paper
• Model-based Gaussian and non-Gaussian clustering

  1993cited by this paper
• Finding Groups in Data: An Introduction to Cluster Analysis

  1990cited by this paper
• Cluster Dissection and Analysis: Theory, Fortran Programs, Examples.

  1986cited by this paper
• Some methods for classification and analysis of multivariate observations

  1967influential reference

• Density-Based Online Concept Evolution Detection in Streaming Features

  2026cites this paper
• Q‐GEV Based Novel Trainable Clustering Scheme for Reducing Complexity of Data Clustering

  2025cites this paper
• ANN-DPC: Density peak clustering by finding the adaptive nearest neighbors

  2024cites this paper
• Concept Evolution Detecting over Feature Streams

  2024cites this paper
• An improved hierarchical clustering method based on the k‐NN and density peak clustering

  2023cites this paper
• A Theoretical Analysis of Density Peaks Clustering and the Component-Wise Peak-Finding Algorithm

  2023cites this paper
• Adaptive Weighted Support Vector Machine classification method for privacy preserving in cloud over big data using hadoop framework

  2023cites this paper
• A co-training method based on parameter-free and single-step unlabeled data selection strategy with natural neighbors

  2023cites this paper
• A Grid-Based Density Peaks Clustering Algorithm

  2023influential citation
• A novel density deviation multi-peaks automatic clustering algorithm

  2022influential citation
• Density clustering with divergence distance and automatic center selection

  2022cites this paper
• Self-expressiveness property-induced structured optimal graph for unsupervised feature selection

  2022cites this paper
• TMsDP: two-stage density peak clustering based on multi-strategy optimization

  2022cites this paper
• ROBP a robust border-peeling clustering using Cauchy kernel

  2021cites this paper
• Automatic clustering method to segment COVID-19 CT images

  2021influential citation
• RefineDCN: An Improved Community Detection Algorithm Based on Center Finding

  2021cites this paper
• A method for mixed data classification base on RBF-ELM network

  2021cites this paper
• Online fault diagnosis for sucker rod pumping well by optimized density peak clustering.

  2021cites this paper
• A Density-Peak-Based Clustering Method for Multiple Densities Dataset

  2021cites this paper
• DCF: An Efficient and Robust Density-Based Clustering Method

  2021cites this paper
• McDPC: multi-center density peak clustering

  2020cites this paper
• Improved Density Peaks Clustering Based on Natural Neighbor Expanded Group

  2020cites this paper
• A methodology for automatic parameter-tuning and center selection in density-peak clustering methods

  2020cites this paper
• GDPC: generalized density peaks clustering algorithm based on order similarity

  2020cites this paper
• Density Peak Clustering Based on Relative Density Optimization

  2020cites this paper
• Density Peaks Clustering by Zero-Pointed Samples of Regional Group Borders

  2020cites this paper
• Density peaks clustering based on density backbone and fuzzy neighborhood

  2020cites this paper
• A Novel Clustering Algorithm Based on DPC and PSO

  2020cites this paper
• Automatic Determination of Clustering Centers for “Clustering by Fast Search and Find of Density Peaks”

  2020cites this paper
• Dynamic graph-based label propagation for density peaks clustering

  2019cites this paper
• Density Peak Clustering Based on Cumulative Nearest Neighbors Degree and Micro Cluster Merging

  2019cites this paper
• Community detection by propagating the label of center

  2018cites this paper