Search Results - "Center-based clustering algorithms"

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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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. However, previous studies showed that data points near…”
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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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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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Natural neighbor-based clustering algorithm with local representatives by Cheng, Dongdong, Zhu, Qingsheng, Huang, Jinlong, Yang, Lijun, Wu, Quanwang

“… However, many center-based clustering algorithms cannot process data sets containing non-spherical clusters…”
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DISCERN: diversity-based selection of centroids for k-estimation and rapid non-stochastic clustering by Hassani, Ali, Iranmanesh, Amir, Eftekhari, Mahdi, Salemi, Abbas

“…One of the applications of center-based clustering algorithms such as K-means is partitioning data points into K clusters…”
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Fair Algorithms for Hierarchical Agglomerative Clustering by Chhabra, Anshuman, Mohapatra, Prasant

“… samples from any of these groups. However, recent work in clustering fairness has mostly focused on center-based clustering algorithms, such as k-median and k-means clustering…”
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Central Clustering of Attributed Graphs by Jain, Brijnesh J., Wysotzki, Fritz

“… To address the first issue, we introduce the concept of metric graph spaces that enables central (or center-based…”
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Anr An Algorithm To Recommend Initial Cluster Centers For K-means Algorithm by Delavar, Arash Ghorbannia, Mohebpour, Gholam Hasan

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DISCERN: Diversity-based Selection of Centroids for k-Estimation and Rapid Non-stochastic Clustering by Hassani, Ali, Iranmanesh, Amir, Eftekhari, Mahdi, Salemi, Abbas

“…One of the applications of center-based clustering algorithms such as K-Means is partitioning data points into K clusters…”
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A Unified Framework for Center-based Clustering of Distributed Data by Armacki, Aleksandar, Bajović, Dragana, Jakovetić, Dušan, Kar, Soummya

“…We develop a family of distributed center-based clustering algorithms that work over networks of users…”
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Fair Algorithms for Hierarchical Agglomerative Clustering by Chhabra, Anshuman, Mohapatra, Prasant

“… samples from any of these groups. However, recent work in clustering fairness has mostly focused on center-based clustering algorithms, such as k-median and k-means clustering…”
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Bregman Power k-Means for Clustering Exponential Family Data by Vellal, Adithya, Chakraborty, Saptarshi, Xu, Jason

“…Recent progress in center-based clustering algorithms combats poor local minima by implicit annealing, using a family of generalized means…”
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Fair Clustering Using Antidote Data by Chhabra, Anshuman, Singla, Adish, Mohapatra, Prasant

“…Clustering algorithms are widely utilized for many modern data science applications. This motivates the need to make outputs of clustering algorithms fair…”
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Hybrid data clustering approach using K-Means and Flower Pollination Algorithm by Jensi, R, Jiji, G Wiselin

“… other. K-Means, is one of the familiar center based clustering algorithms since implementation is very easy and fast convergence…”
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Application of honey-bee mating optimization algorithm on clustering by Fathian, Mohammad, Amiri, Babak, Maroosi, Ali

“… One popular class of data clustering algorithms is the center based clustering algorithm…”
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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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CBCG: A Clustering Algorithm Based on Bidirectional Conical Information Granularity by Yu, Bin, Zheng, Zijian, Cai, Mingjie, Pedrycz, Witold, Xu, Zeshui

“…In this article, we propose a novel center-based clustering algorithm based on bidirectional conical information granularity…”
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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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Application of shuffled frog-leaping algorithm on clustering by Amiri, Babak, Fathian, Mohammad, Maroosi, Ali

“…Evolutionary algorithms, such as shuffled frog leaping, are stochastic search methods that mimic natural biological evolution and/or the social behavior of…”
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