Suchergebnisse - "hierarchical clustering algorithms"

Comprehensive survey on hierarchical clustering algorithms and the recent developments von Ran, Xingcheng, Xi, Yue, Lu, Yonggang, Wang, Xiangwen, Lu, Zhenyu

“… Data clustering is a commonly used data processing technique in many fields, which divides objects into different clusters in terms of some similarity measure …”
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The impact of isolation kernel on agglomerative hierarchical clustering algorithms von Han, Xin, Zhu, Ye, Ting, Kai Ming, Li, Gang

“… •Providing the condition under which an AHC does not effectively extract clusters.•Introducing the entanglement to measure the dendrogram quality.•Identifying …”
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A Comparative Study of Divisive and Agglomerative Hierarchical Clustering Algorithms von Roux, Maurice

“… A general scheme for divisive hierarchical clustering algorithms is proposed. It is made of three main steps …”
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Coal elemental (compositional) data analysis with hierarchical clustering algorithms von Xu, Na, Xu, Chuanpeng, Finkelman, Robert B., Engle, Mark A., Li, Qing, Peng, Mengmeng, He, Lizhi, Huang, Bin, Yang, Yuchen

“… impacts derived from coal utilization. Hierarchical clustering algorithm has been widely adopted to investigate the modes of occurrence of elements in coal …”
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Hierarchical Clustering Algorithms for Document Datasets von Zhao, Ying, Karypis, George, Fayyad, Usama

“… Fast and high-quality document clustering algorithms play an important role in providing intuitive navigation and browsing mechanisms by organizing large …”
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Hesitant fuzzy agglomerative hierarchical clustering algorithms von Zhang, Xiaolu, Xu, Zeshui

“… In this paper, we propose a novel hesitant fuzzy agglomerative hierarchical clustering algorithm for HFSs …”
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Enhancing Customer Segmentation Through Factor Analysis of Mixed Data (FAMD)-Based Approach Using K-Means and Hierarchical Clustering Algorithms von Ufeli, Chukwutem Pinic, Sattar, Mian Usman, Hasan, Raza, Mahmood, Salman

“… In today’s data-driven business landscape, effective customer segmentation is crucial for enhancing engagement, loyalty, and profitability. Traditional …”
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Clustering Rules: A Comparison of Partitioning and Hierarchical Clustering Algorithms von Reynolds, A. P., Richards, G., de la Iglesia, B., Rayward-Smith, V. J.

“… Issue Title: Special Issue on Adaptive Learning Algorithms. Guest Editor: Hujun Yin Previous research has resulted in a number of different algorithms for rule …”
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Improving BIRCH hierarchical clustering algorithms for enhanced partitioning of medical data von Alshrouf, Faiz, Masadeh, Shadi, Al-Fraihat, Dimah, Al-Nsoor, Raed

“… In the contemporary era of technological advancements, the accessibility and sharing of information have increased significantly. The vast amounts of data, …”
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Comparing SOM neural network with Fuzzy c-means, K-means and traditional hierarchical clustering algorithms von Mingoti, Sueli A., Lima, Joab O.

“… In this paper we present a comparison among some nonhierarchical and hierarchical clustering algorithms including SOM …”
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Mapping of Regional-scale Multi-element Geochemical Anomalies Using Hierarchical Clustering Algorithms von Geranian, Hamid, Carranza, Emmanuel John M.

“… Highlights Four hierarchical clustering methods are used to identify multi-element geochemical anomalies. The clustering results are confirmed by robust PCA …”
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Identifying Effective Algorithms and Measures for Enhanced Clustering Quality: A Comprehensive Examination of Arbitrary Decisions in Hierarchical Clustering Algorithms von Behzadidoost, Rashid, Izadkhah, Habib

“… Hierarchical clustering algorithms are widely used in various applications to group similar samples …”
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Development of the WEEE grouping system in South Korea using the hierarchical and non-hierarchical clustering algorithms von Park, Jihwan, Park, Keon Vin, Yoo, Soohyun, Choi, Sang Ok, Han, Sung Won

“… South Korea has been operating an extended producer responsibility system (EPR) since 2003 to collect, transport, and dispose of e-waste. Until 2019, the EPR …”
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Event detection in finance using hierarchical clustering algorithms on news and tweets von Carta, Salvatore, Consoli, Sergio, Piras, Luca, Podda, Alessandro Sebastian, Reforgiato Recupero, Diego

“… In the current age of overwhelming information and massive production of textual data on the Web, Event Detection has become an increasingly important task in …”
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The Computational Complexity of Hierarchical Clustering Algorithms for Community Detection: A Review von Bui, Van Hieu, Phan, Huyen Trang

“… Community detection is a highly active research area that aims to identify groups of vertices with similar properties or interests within complex real-world …”
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Efficient parallel hierarchical clustering algorithms von Rajasekaran, S.

“… Clustering of data has numerous applications and has been studied extensively. Though most of the algorithms in the literature are sequential, many parallel …”
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Fuzzy time series prediction using hierarchical clustering algorithms von Bang, Young-Keun, Lee, Chul-Heui

“… [Display omitted] In many cases, the k-means clustering algorithm has been most frequently used to the field of data mining, fuzzy control systems and …”
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Analysis of Radial Hydraulic Forces in Centrifugal Pump Operation via Hierarchical Clustering (HC) Algorithms von Zhang, Hehui, Li, Kang, Liu, Ting, Liu, Yichu, Hu, Jianxin, Zuo, Qingsong, Jiang, Liangxing

“… As critical industrial equipment, the operational stability of a centrifugal pump is profoundly affected by hydraulic radial forces acting on the impeller …”
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Classification of bioinformatics workflows using weighted versions of partitioning and hierarchical clustering algorithms von Lord, Etienne, Diallo, Abdoulaye Baniré, Makarenkov, Vladimir

“… Background Workflows, or computational pipelines, consisting of collections of multiple linked tasks are becoming more and more popular in many scientific …”
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A Survey Of Hierarchical Clustering Algorithms von Kuchaki Rafsanjani, Marjan, Asghari Varzaneh, Zahra, Emami Chukanlo, Nasibeh

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