Search Results - "Grid clustering algorithm"

An Improved Grid Clustering Algorithm for Geographic Data Mining by He, Honglei

“…ABSTRACT Grid clustering is a classical clustering algorithm with the advantage of lower time complexity, which is suitable for the analysis of large…”
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A Neighborhood Grid Clustering Algorithm for Solving Localization Problem in WSN Using Genetic Algorithm by Chen, Junfeng, Sackey, Samson H., Ansere, James Adu, Zhang, Xuewu, Ayush, Altangerel

“…Finding the location of sensors in wireless sensor networks (WSNs) is a major test, particularly in a wide region. A salient clustering approach is laid out to…”
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A new shifting grid clustering algorithm by W.M. Ma, Eden, Chow, Tommy W.S.

“…A new density- and grid-based type clustering algorithm using the concept of shifting grid is proposed. The proposed algorithm is a non-parametric type, which…”
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Energy-Aware Adaptive Weighted Grid Clustering Algorithm for Renewable Wireless Sensor Networks by Aslam, Nelofar, Xia, Kewen, Haider, Muhammad, Hadi, Muhammad

“…Wireless sensor networks (WSNs), built from many battery-operated sensor nodes are distributed in the environment for monitoring and data acquisition…”
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Orientation domains: A mobile grid clustering algorithm with spherical corrections by Mencos, Joana, Gratacós, Oscar, Farré, Mercè, Escalante, Joan, Arbués, Pau, Muñoz, Josep Anton

“…An algorithm has been designed and tested which was devised as a tool assisting the analysis of geological structures solely from orientation data. More…”
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HASTA: A Hierarchical-Grid Clustering Algorithm with Data Field by Wang, Shuliang, Chen, Yasen

“…In this paper, a novel clustering algorithm, HASTA (HierArchical-grid cluStering based on daTA field), is proposed to model the dataset as a data field by…”
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GCHL: A grid-clustering algorithm for high-dimensional very large spatial data bases by Pilevar, A.H., Sukumar, M.

“… This new clustering method GCHL (a Grid-Clustering algorithm…”
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Fast and stable clustering analysis based on Grid-mapping K-means algorithm and new clustering validity index by Zhu, Erzhou, Zhang, Yuanxiang, Wen, Peng, Liu, Feng

“…•Proposes the Grid-K-means clustering algorithm.•Designs a new clustering validity index (BCVI).•Shortens the length of interval of K in finding the Kopt. As a…”
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A Distributed Density-Grid Clustering Algorithm for Multi-Dimensional Data by Brown, Daniel, Shi, Yong

“…In recent years there have been many massive leaps in technology that have also resulted in large advancements in how we collect and use data. These…”
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Grid Based approach (GBA): a new approach based on the grid-clustering algorithm to solve a CPP type problem for air surveillance using UAVs by Khiati, Wassim, Moumen, Younes, Habchi, Ali El, Zerrouk, Ilham, Berrich, Jamal, Bouchentouf, Toumi

“…Air surveillance over large area using UAVs (Unmanned Aerial Vehicles) -also called drones- requires good planning. This kind of problem is classified as a CPP…”
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A grid clustering algorithm using cluster boundaries by Edla, D. R., Jana, P. K.

“…Grid-based clustering methods have been extensively applied on large data sets because of low computational cost. In this paper, we propose a new algorithm for…”
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Acquaint based grid clustering algorithm for Underwater wireless sensor network by Sundarameena, V., Priyatharisini, D.

“…Underwater wireless sensor network (UWSN) is an important emerging research area in wide range of application, unlike the terrestrial network it uses the…”
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A half-split grid clustering algorithm by simulating cell division by Wenxiang Dou, Jinglu Hu

“…Clustering, one of the important data mining techniques, has two main processing methods on data-based similarity clustering and space-based density grid…”
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An incremental grid clustering algorithm based on density-dimension-tree by Jiaolong Huang, Xiaolong Zhang

“…This paper proposes an approach to improve the existing grid-based clustering algorithms with a further grid partition strategy and an incremental clustering…”
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Grid Clustering Algorithm with Simple Leaping Search Technique by Tsai, Cheng-Fa, Zhang, Jun-Hao

“…Data mining is a critical data analysis technique for extracting hidden information from large databases for business or industrial applications. As the size…”
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An effective grid clustering algorithm based on least clustering cell and its application by Xianying Huang, Sen Wang

“…) is proposed and analyzed which concerns the advantages and disadvantage of k-means and grid clustering algorithm…”
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LiFi grid: a machine learning approach to user-centric design by Pashazanoosi, Mohamadreza, Alireza Nezamalhosseini, S, Salehi, Jawad A

“…A novel machine learning (ML) clustering algorithm, named light-fidelity (LiFi) Grid, is proposed to design amorphous cells of LiFi access points (APs) in…”
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Physics engine-driven visualization of deactivated elements and its application in bridge collapse simulation by Xu, Zhen, Lu, Xinzheng, Guan, Hong, Ren, Aizhu

“… To reduce the extensive computational workload due to massive fragments, a grid-clustering algorithm for fragment modeling is also proposed…”
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Heterogeneous Distributed Big Data Clustering on Sparse Grids by Pfander, David, Daiß, Gregor, Pflüger, Dirk

“… In this work, we introduce a new distributed and performance-portable variant of the sparse grid clustering algorithm that is suited for big data settings…”
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Spatial–temporal travel pattern mining using massive taxi trajectory data by Zheng, Linjiang, Xia, Dong, Zhao, Xin, Tan, Longyou, Li, Hang, Chen, Li, Liu, Weining

“…Deep understanding of residents’ travel patterns would provide helpful insights into the mechanisms of many socioeconomic phenomena. With the rapid development…”
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