Search Results - Center-based clustering algorithms

Aggregated center-based clustering algorithm based on principal component radius by Cheng, Mingchang, Liu, Liu, Ma, Tiefeng, Ma, Lin, Yan, Qijing

“…Center-based clustering algorithms such as k-means have strict requirements on data distribution…”
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A New Density Peak Clustering Algorithm With Adaptive Clustering Center Based on Differential Privacy by Chen, Hua, Zhou, Yuan, Mei, Kehui, Wang, Nan, Cai, Guangxing

“…A new density peak clustering (DPC) algorithm with adaptive clustering center based on differential privacy was proposed to solve the problems of poor adaptability of high-dimensional data, inability to automatically determine…”
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On efficient model selection for sparse hard and fuzzy center-based clustering algorithms by Gupta, Avisek, Das, Swagatam

“…The class of center-based clustering algorithms offers methods to efficiently identify clusters in data sets, making them applicable to larger data sets…”
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ProDomAs, protein domain assignment algorithm using center-based clustering and independent dominating set by Ansari, Elnaz Saberi, Eslahchi, Changiz, Pezeshk, Hamid, Sadeghi, Mehdi

“… This algorithm is based on a center‐based clustering approach. For constructing initial clusters, members of an independent dominating set for the graph representation of a protein are considered as the centers…”
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Memory Priority Scheduling Algorithm for Cloud Data Center Based on Machine Learning Dynamic Clustering Algorithm by Liang, Bin, Wu, Di

“… Furthermore, it introduces the memory priority scheduling algorithm for CDC based on machine learning dynamic clustering algorithm (PMPD…”
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Research on Location of Logistics Distribution Center Based on K-Means Clustering Algorithm by Wang, Ping, Chen, Xianjun, Zhang, Xuebin

“… Combining the advantages of K-means clustering algorithm, this paper applies it to the location problem of logistics distribution center and proposes a logistics distribution center location method…”
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MapReduce algorithms for robust center-based clustering in doubling metrics by Dandolo, Enrico, Mazzetto, Alessio, Pietracaprina, Andrea, Pucci, Geppino

“…Clustering is a pivotal primitive for unsupervised learning and data analysis. A popular variant is the (k,ℓ…”
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ProDomAs, protein domain assignment algorithm using center-based clustering and independent dominating set: ProDomAs, Protein Domain Assignment Algorithm by Ansari, Elnaz Saberi, Eslahchi, Changiz, Pezeshk, Hamid, Sadeghi, Mehdi

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A Multi-Objective Optimization Algorithm for Center-Based Clustering by León, Jared, Chullo-Llave, Boris, Enciso-Rodas, Lauro, Soncco-Álvarez, José Luis

“…) a more robust variation of the k-means problem, namely the EMAX problem. Also, a new center-based clustering algorithm (SSO-C…”
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A Density-Center-Based Automatic Clustering Algorithm for IoT Data Analysis by Zhang, Tao, Zhou, MengChu, Guo, Xiwang, Qi, Liang, Abusorrah, Abdullah

“… In this article, a new algorithm called density-center-based automatic clustering (DAC) is proposed. First, this work presents a nonparametric density computing method…”
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Applying a particle swarm optimizer controlled by a fuzzy logic controller in a multi-pivot means clustering algorithm by Xia, Xuewen, Li, Minghan, Song, Haojie, Xu, Xing, Zhang, Yinglong

“…The fuzzy c-means clustering algorithm (FCM) has been successfully applied in different fields…”
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A Center-Based Secure and Stable Clustering Algorithm for VANETs on Highways by Cheng, Xiaolu, Huang, Baohua

“… In this paper, we introduce a center-based clustering algorithm to help self-organized VANETs forming stable clusters and decrease the status change frequency of vehicles…”
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Low-Energy Resource Classification Algorithm for Cross-Regional Cloud Data Centers Based on K-Means Clustering Algorithm by Liang, Bin, Bai, Junqing

“… To mitigate these costs, cloud service providers often employ resource management algorithms…”
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A novel density peaks clustering algorithm for automatic selection of clustering centers based on K-nearest neighbors by Wang, Zhihe, Wang, Huan, Du, Hui, Chen, Shiyin, Shi, Xinxin

“… Hence, a novel density peak clustering algorithm is proposed for the automatic selection of clustering centers based on K-nearest neighbors (AKDPC…”
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A Center-Based Stable Evolving Clustering Algorithm With Grid Partitioning and Extended Mobility Features for VANETs by Talib, Mohammed Saad, Hassan, Aslinda, Alamery, Thamer, Abas, Zuraida Abal, Mohammed, Ali Abdul-Jabbar, Ibrahim, Ali Jalil, Abdullah, Nihad Ibrahim

“… Unlike existing center-based clustering approaches of VANETs, this article uses the road segmenting phase named grid partitioning before providing summarized information…”
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Retracted: Research on Location of Logistics Distribution Center Based on K-Means Clustering Algorithm by and Communication Networks, Security

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Distributed Center-Based Clustering: A Unified Framework by Armacki, Aleksandar, Bajovic, Dragana, Jakovetic, Dusan, Kar, Soummya

“…We develop a family of distributed center-based clustering algorithms that work over connected networks of users…”
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An Improved PAM Clustering Algorithm Based on Initial Clustering Centers by Yang, Mei Jie, Lei, Da Jiang, Zhang, Li Sheng

“…This paper proposes a novel clustering algorithm with the steady initial center based on the PAM algorithm…”
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K-Means Optimization Algorithms of Initial Clustering Center Based on Regional Density by Cai, Rui, He, Yan Xiang, Wu, Li Bing, Li, Fei

“…The accuracy of K-means algorithm is greatly influenced by initial clustering center which is related to the density distribution of the sample to some extent…”
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Multimodal Multiobjective Optimization Algorithm Based on Local Center Clustering by YUE Caitong, YE Wenhao, ZHANG Yingjie, LIANG Jing, LIN Hongyu

“… value.Based on the above problems,a multimodal multiobjective optimization algorithm based on local center clustering…”
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