Search Results - HIERARCHICAL CLUSTERING

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    Non-hierarchic document clustering by Gareth Jones, Alexander M. Robertson, Chawchat Santimetvirul, Peter Willett

    “…One such problem is that of non-hierarchic clustering, where the clustering method seeks to partition a set of objects into a set of non-overlapping groups so as to maximise some external criterion of goodness of clustering, typically the extent to which the within-cluster inter-object similarities are maximised and the between-cluster similarities minimised.…”
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    A Gene Clustering Algorithm Based on the CCA-Hierarchical Clustering by LIN Qianmin

    “…Then the similarity matrix is used as the neighbor matrix of hierarchical clustering for agglomerative hierarchical clustering. …”
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    Hierarchical Clustering with Contiguity Constraint in R by Guillaume Guénard, Pierre Legendre

    Published in Journal of Statistical Software (2022-09-01)
    “…This article presents a new implementation of hierarchical clustering for the R language that allows one to apply spatial or temporal contiguity constraints during the clustering process. …”
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    Hierarchical clustering of maximum parsimony reconciliations by Ross Mawhorter, Ran Libeskind-Hadas

    Published in BMC Bioinformatics (2019-11-01)
    “…Results We provide a general framework for hierarchical clustering the space of maximum parsimony reconciliations. …”
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    Space-Time Hierarchical Clustering for Identifying Clusters in Spatiotemporal Point Data by David S. Lamb, Joni Downs, Steven Reader

    “…This paper proposes an improved space-time clustering approach that relies on agglomerative hierarchical clustering to identify groupings in movement data. …”
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    Comparison of hierarchical clustering and neural network clustering: an analysis on precision dominance by Nazish Shahid

    Published in Scientific Reports (2023-04-01)
    “…Abstract A comparison of neural network clustering (NNC) and hierarchical clustering (HC) is conducted to assess computing dominance of two machine learning (ML) methods for classifying a populous data of large number of variables into clusters. …”
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    Net traffic identifier based on hierarchical clustering by Wei DING, Jie XU, Weng-hui ZHUO

    Published in Tongxin xuebao (2014-10-01)
    Subjects: “…traffic identify;hierarchical cluster;kernel function;sihouette coefficient…”
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    An effective and efficient hierarchical -means clustering algorithm by Jianpeng Qi, Yanwei Yu, Lihong Wang, Jinglei Liu, Yingjie Wang

    “…First, we propose a hierarchical optimization principle initialized by k * seeds ( k * > k ) to reduce the risk of random seeds selecting, and then use the proposed “top- n nearest clusters merging” to merge the nearest clusters in each round until the number of clusters reaches at k . …”
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    Hierarchical clusters in families with type 2 diabetes by Beatriz García-Solano, Esther C Gallegos-Cabriales, Marco V Gómez-Meza, Guillermina García-Madrid, Marcela Flores-Merlo, Mauro García-Solano

    Published in SAGE Open Medicine (2015-12-01)
    “…We performed an exploratory, descriptive hierarchical cluster analysis of 61 families using three instruments and a questionnaire, in addition to weight, height, body fat percentage, hemoglobin A1c, total cholesterol, triglycerides, low-density lipoprotein and high-density lipoprotein. …”
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