Search Results - canopy clustering algorithm

Road network partitioning method based on Canopy-Kmeans clustering algorithm by Lin, Xiaohui, Xu, Jianmin

“… segments with similar attributes, and thus, the clustering algorithm can be used to divide the sub…”
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Design of digital economy consumer psychology prediction model based on canopy clustering algorithm by Zhang, Yue, Ruan, Peng, Zhao, Jingfeng

“…With the continuous improvement of the level of science and technology, the popularization of the Internet and the development of applications, online…”
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Equivalent Modeling of Photovoltaic Power Station Based on Canopy-FCM Clustering Algorithm by Wu, Hongbin, Zhang, Jiajia, Luo, Chen, Xu, Bin

“… In order to accurately analyze the dynamic characteristics of a grid-connected photovoltaic power station, an equivalent modeling method based on the Canopy-FCM clustering algorithm is proposed…”
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Research on Parallel Adaptive Canopy-K-Means Clustering Algorithm for Big Data Mining Based on Cloud Platform by Xia, Dongliang, Ning, Feifei, He, Weina

“…Firstly, this paper introduces the types of clustering algorithm, and introduces the classical K-means algorithm and canopy algorithm in detail…”
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An improved Canopy-FFCM clustering algorithm for ocean data analysis by WANG, Haiyang, HUANG, Mengxing, WU, Di, Wang, Hao, ZHU, Miao, HE, Haotian, KANG, Jian

“… In order to obtain the current water quality information quickly, this paper combines the advantages of Canopy algorithm and FFCM algorithm, and proposes an improved Canopy-FFCM clustering algorithm…”
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An enhanced microstate clustering algorithm based on canopy, K-means, and genetic simulated annealing by Liang, Jingting, Yin, Xiangguo, Lin, Mingxing

“… . This study proposed a Canopy-KM-GSA algorithm, which combines Canopy clustering algorithm, K-means algorithm and genetic simulated annealing framework to automatically determine the optimal number…”
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Improve Threshold Range of Canopy Clustering Using Optimization Algorithms by Zhang, Ru

“… This study aims to enhance the Canopy clustering algorithm by automating the optimization of threshold ranges using intelligent optimization algorithms…”
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Study on surface wind load zoning of long-span roof based on improved Canopy-k-means algorithm by Yuxue LI, Jun JI, Yang DONG

“… of wind load on the surface of long-span roof structures, an improved Canopy-k-means clustering algorithm was proposed…”
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Improved Nearest Neighbor Absorption First Clustering Algorithm for Massive Data by NING Ke,SUN Tongjing,XU Jiejie

“…Aiming at the problem that the Nearest Neighbor Absorption First(NNAF) clustering algorithm is difficult to be applied in the massive data clustering process,an improved algorithm is proposed based…”
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Individual leaf extractions from young canopy images using Gustafson–Kessel clustering and a genetic algorithm by Neto, João Camargo, Meyer, George E., Jones, David D.

“… Fragments of all other leaves imbedded in the canopy were obtained using the Gustafson–Kessel (GK) clustering algorithm…”
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A Time-of-Use pricing time division method based on DTW-C-FCM clustering and an improved quantile approach by Wang, Liying, Dong, Houqi, Wang, Peng, Shi, Mengshu, Wang, Jiani

“…•DTW–Canopy–FCM clustering enhances typical daily net load curve extraction.•Improved quantile method captures both load magnitude and fluctuation dynamics…”
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Community Detection and Visualization in Complex Network by the Density-Canopy-Kmeans Algorithm and MDS Embedding by Li, Manzhi, Wang, Hongtao, Long, Haixia, Xiang, Ju, Wang, Bo, Xu, Junlin, Yang, Jialiang

“… In this paper, we propose a Density-Canopy-Kmeans clustering algorithm (DCK) to detect network community structure…”
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Improved K-means algorithm based on density Canopy by Zhang, Geng, Zhang, Chengchang, Zhang, Huayu

“…In order to improve the accuracy and stability of K-means algorithm and solve the problem of determining the most appropriate number K of clusters and best initial seeds, an improved K-means algorithm…”
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A Dual Cluster-Head Energy-Efficient Routing Algorithm Based on Canopy Optimization and K-Means for WSN by Wu, Mei, Li, Zhengliang, Chen, Jing, Min, Qiusha, Lu, Tao

“…), which is based on K-means and Canopy optimization. Considering that the K-means algorithm is sensitive to the location of the initial clustering centers, this paper uses both the dynamic Canopy…”
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Research on Improvement and Parallelization of Canopy-KMeans Clustering Algorithm by Zhao, Huiling

“…For the traditional K-Means algorithm in the face of large-scale data, due to the randomness of the initial cluster centers selected lead to local optima, slow speed clustering and other issues…”
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Multi-criteria group decision analytics for sustainable supplier relationship management in a focal manufacturing company by Li, Yanlin, Tsang, Y.P., Lee, C.K.M., Wu, C.H.

“… The proposed system utilizes the Bayesian best-worst method and the Canopy…”
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User clustering based on Canopy+K-means algorithm in cloud computing by Tong, Jian-Fei

“… To solve this problem, MapReduce programming model is adopted to combine Canopy and K-means clustering algorithms within cloud computing environment, so as to fully make use of the computing…”
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Metagenome sequence clustering with hash-based canopies by Rahman, Mohammad Arifur, LaPierre, Nathan, Rangwala, Huzefa, Barbara, Daniel

“… These canopies are then refined by using state-of-the-art sequence clustering algorithms. This canopy-clustering (CC…”
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An Improved Pheromone-Based Kohonen Self- Organising Map in Clustering and Visualising Balanced and Imbalanced Datasets by Azlin Alisa Ahmad, Rubiyah Yusof, Nor Saradatul Akmar Zulkifli, Mohd Najib Ismail

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Research on highway passenger segmentation based on Canopy-kmeans clustering algorithm under parallel computing framework by Ma, Jun, Luo, Shen, Wu, Liuyang, Luo, Guofu, Li, Xiaoke, Zhang, Dong

“… To accurately determine the initial center point and K value, Canopy algorithm is introduced to improve the K-means clustering algorithm…”
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