Suchergebnisse - Center-based clustering algorithms*

ProDomAs, protein domain assignment algorithm using center-based clustering and independent dominating set von 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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A New Density Peak Clustering Algorithm With Adaptive Clustering Center Based on Differential Privacy von 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 von 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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Aggregated center-based clustering algorithm based on principal component radius von 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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Research on Location of Logistics Distribution Center Based on K-Means Clustering Algorithm von 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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Memory Priority Scheduling Algorithm for Cloud Data Center Based on Machine Learning Dynamic Clustering Algorithm von Liang, Bin, Wu, Di

“… Subsequently, it facilitates the dynamic clustering of physical machines and virtual machine deployments, ensuring a balanced utilization profile …”
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ProDomAs, protein domain assignment algorithm using center-based clustering and independent dominating set: ProDomAs, Protein Domain Assignment Algorithm von Ansari, Elnaz Saberi, Eslahchi, Changiz, Pezeshk, Hamid, Sadeghi, Mehdi

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Low-Energy Resource Classification Algorithm for Cross-Regional Cloud Data Centers Based on K-Means Clustering Algorithm von Liang, Bin, Bai, Junqing

“… This article conducts a comprehensive analysis of the cross-regional CBDC model, including establishing virtual machine classification rules based on clustering results …”
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MapReduce algorithms for robust center-based clustering in doubling metrics von 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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A novel data clustering algorithm based on gravity center methodology von Kuwil, Farag Hamed, Atila, Ümit, Abu-Issa, Radwan, Murtagh, Fionn

“… •A novel clustering algorithm proposed based on gravity center.•Uses connectivity and cohesion principles to find the center for every cluster …”
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A novel density peaks clustering algorithm for automatic selection of clustering centers based on K-nearest neighbors von 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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Quasi-cluster centers clustering algorithm based on potential entropy and t-distributed stochastic neighbor embedding von Fang, Xian, Tie, Zhixin, Guan, Yinan, Rao, Shanshan

“… A novel density-based clustering algorithm named QCC is presented recently. Although the algorithm has proved its strong robustness, it is still necessary …”
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A Multi-Objective Optimization Algorithm for Center-Based Clustering von 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 von 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 von 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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Fast Searching Density Peak Clustering Algorithm Based on Shared Nearest Neighbor and Adaptive Clustering Center von Lv, Yi, Liu, Mandan, Xiang, Yue

“… In order to solve the problem that the existing algorithms always need prior knowledge, we proposed a fast searching density peak clustering algorithm based on the shared nearest neighbor …”
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An Improved PAM Clustering Algorithm Based on Initial Clustering Centers von 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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Multimodal Multiobjective Optimization Algorithm Based on Local Center Clustering von 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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Smart Tour Route Planning Algorithm Based on Clustering Center Motive Iteration Search von Zhou, Xiao, Su, Mingzhan, Liu, Zhong, Zhang, De

“… According to common tour route planning method and existing problems, smart tour route planning algorithm based on clustering center motive iteration search is brought forward in the study …”
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A Center-Based Secure and Stable Clustering Algorithm for VANETs on Highways von 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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