Výsledky vyhledávání - "Hierarchical clustering algorithm"

Gauging-: A Non-Parametric Hierarchical Clustering Algorithm Autor Yao, Jinli, Pan, Jie, Zeng, Yong

“…The development of a nonparametric and versatile clustering algorithm has been a longstanding challenge in unsupervised learning due to the exploratory nature…”
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Genie: A new, fast, and outlier-resistant hierarchical clustering algorithm Autor Gagolewski, Marek, Bartoszuk, Maciej, Cena, Anna

“…•The algorithm is fast, parallelizable, and runs in O(n) memory. The time needed to apply a hierarchical clustering algorithm is most often dominated by the number of computations of a pairwise dissimilarity measure…”
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DBHC: A DBSCAN-based hierarchical clustering algorithm Autor Latifi-Pakdehi, Alireza, Daneshpour, Negin

“…Clustering is the process of partitioning objects of a dataset into some groups according to similarities and dissimilarities between its objects. DBSCAN is…”
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Gauging- \deltaδ: A Non-Parametric Hierarchical Clustering Algorithm Autor Yao, Jinli, Pan, Jie, Zeng, Yong

“…The development of a nonparametric and versatile clustering algorithm has been a longstanding challenge in unsupervised learning due to the exploratory nature…”
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A Stochastic Multi-criteria divisive hierarchical clustering algorithm Autor Ishizaka, Alessio, Lokman, Banu, Tasiou, Menelaos

“…highlights•A new multicriteria divisive hierarchical clustering has been developed.•It is coupled with SMAA and Ensemble clustering.•It tackles problems with…”
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PIFHC: The Probabilistic Intuitionistic Fuzzy Hierarchical Clustering Algorithm Autor Varshney, Ayush K., Muhuri, Pranab K., Danish Lohani, Q.M.

“…Hierarchical clustering techniques help in building a tree-like structure called dendrogram from the data points which can be used to find the closest related…”
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An agglomerative hierarchical clustering algorithm for linear ordinal rankings Autor Liu, Nana, Xu, Zeshui, Zeng, Xiao-Jun, Ren, Peijia

“…This paper mainly proposes a new method for clustering linear ordinal ranking (LOR) information by agglomerative hierarchical clustering (AHC) algorithm…”
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A robust hierarchical clustering algorithm for automatic identification of clusters: A robust hierarchical clustering algorithm for Autor Long, Jianwu, Wang, Qiang, Liu, Luping

“…Aggregation-based hierarchical clustering algorithms are widely used in data analysis due to their robust clustering performance…”
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Minimum spanning tree hierarchical clustering algorithm: A new Pythagorean fuzzy similarity measure for the analysis of functional brain networks Autor Habib, Amna, Akram, Muhammad, Kahraman, Cengiz

“…Clustering structures are one of the most important aspects of complex networks. Minimum spanning tree (MST), the tree that connects all vertices with minimum…”
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An ensemble hierarchical clustering algorithm based on merits at cluster and partition levels Autor Huang, Qirui, Gao, Rui, Akhavan, Hoda

“…•Designing an ensemble hierarchical clustering framework based on cluster consensus selection approach.•Aggregation of primary clusters using the clusters…”
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Iterative hierarchical clustering algorithm for automated operational modal analysis Autor Romanazzi, A., Scocciolini, D., Savoia, M., Buratti, N.

“…Recent developments in sensors and data processing made the structural health monitoring (SHM) sector expanding to big-data field, particularly when continuous…”
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A hierarchical clustering algorithm and an improvement of the single linkage criterion to deal with noise Autor Ros, Frédéric, Guillaume, Serge

“…•This paper proposes a hierarchical clustering algorithm robust to noise.•It includes a single linkage improvement that involves local density…”
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A hierarchical clustering algorithm for addressing multi-modal multi-objective optimization problems Autor Gu, Qinghua, Niu, Yiwen, Hui, Zegang, Wang, Qian, Xiong, Naixue

“…Many evolutionary multi-modal multi-objective algorithms (MMEAs) have been proposed to solve multi-modal multi-objective optimization problems (MMOPs)…”
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A multi-stage hierarchical clustering algorithm based on centroid of tree and cut edge constraint Autor Ma, Yan, Lin, Hongren, Wang, Yan, Huang, Hui, He, Xiaofu

“… The paper presents a novel hierarchical clustering algorithm based on minimum spanning tree (MST…”
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Hierarchical clustering algorithm based on Crystallized neighborhood graph for identifying complex structured datasets Autor Chen, Zhongshang, Feng, Ji, Yang, Degang, Cai, Fapeng

“…In data mining, the neighborhood graph is an important method for describing the distribution of datasets. However, existing neighborhood graph methods are…”
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A robust hierarchical clustering algorithm for automatic identification of clusters Autor Long, Jianwu, Wang, Qiang, Liu, Luping

“…Aggregation-based hierarchical clustering algorithms are widely used in data analysis due to their robust clustering performance…”
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An ensemble agglomerative hierarchical clustering algorithm based on clusters clustering technique and the novel similarity measurement Autor Teng Li, Amin Rezaeipanah, ElSayed M. Tag El Din

“…The advent of architectures such as the Internet of Things (IoT) has led to the dramatic growth of data and the production of big data. Managing this…”
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Statistical hierarchical clustering algorithm for outlier detection in evolving data streams Autor Krleža, Dalibor, Vrdoljak, Boris, Brčić, Mario

“…Anomaly detection is a hard data analysis process that requires constant creation and improvement of data analysis algorithms. Using traditional clustering…”
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Pythagorean Fuzzy Clustering Analysis: A Hierarchical Clustering Algorithm with the Ratio Index‐Based Ranking Methods Autor Zhang, Xiaolu

“…The Pythagorean fuzzy set introduced by R. R. Yager in 2014 is a useful tool to model imprecise and ambiguous information appearing in decision and clustering…”
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Evaluation of elemental affinities in coal using agglomerative hierarchical clustering algorithm: A case study in a thick and mineable coal seam (kM2) from Soma Basin (W. Turkey) Autor Eminagaoglu, Mete, Oskay, Rıza Görkem, Karayigit, Ali Ihsan

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