Výsledky vyhledávání - Grid clustering algorithm

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  1. 1

    Artificial immune K-means grid-density clustering algorithm for real-time monitoring and analysis of urban traffic Autor Chen, Chuan Ming, Pi, Dechang, Fang, Zhuoran

    ISSN: 0013-5194, 1350-911X, 1350-911X
    Vydáno: Stevenage The Institution of Engineering and Technology 26.09.2013
    Vydáno v Electronics letters (26.09.2013)
    “… Regarding the vehicles on the roads as data points, a K-means grid-density clustering algorithm is proposed based on an artificial immune network to partition the vehicles data into proper clusters…”
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  2. 2

    Multidimensional Discrete Big Data Clustering Algorithm Based on Dynamic Grid Autor Li, Xiaolei

    ISSN: 1530-8669, 1530-8677
    Vydáno: Oxford Hindawi 2022
    “… Therefore, the multidimensional discrete big data clustering algorithm based on dynamic grid was put forward…”
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  3. 3

    Orientation domains: A mobile grid clustering algorithm with spherical corrections Autor Mencos, Joana, Gratacós, Oscar, Farré, Mercè, Escalante, Joan, Arbués, Pau, Muñoz, Josep Anton

    ISSN: 0098-3004, 1873-7803
    Vydáno: Elsevier Ltd 01.12.2012
    Vydáno v Computers & geosciences (01.12.2012)
    “… This is followed by a search for an initial clustering solution, which is achieved by comparing the results output from the systematic shift of a regular rigid grid over the data…”
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  4. 4

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

    ISSN: 0266-4720, 1468-0394
    Vydáno: Oxford Blackwell Publishing Ltd 01.05.2025
    Vydáno v Expert systems (01.05.2025)
    “…ABSTRACT Grid clustering is a classical clustering algorithm with the advantage of lower time complexity, which is suitable for the analysis of large geographic data…”
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  5. 5

    Predicting smart cities’ electricity demands using k-means clustering algorithm in smart grid Autor Wang, Shurui, Song, Aifeng, Qian, Yufeng

    ISSN: 1820-0214, 2406-1018
    Vydáno: 01.04.2023
    “… Moreover, the K-means clustering algorithm mines and analyzes the data to optimize the power consumers? information…”
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  6. 6

    A Neighborhood Grid Clustering Algorithm for Solving Localization Problem in WSN Using Genetic Algorithm Autor Chen, Junfeng, Sackey, Samson H., Ansere, James Adu, Zhang, Xuewu, Ayush, Altangerel

    ISSN: 1687-5265, 1687-5273, 1687-5273
    Vydáno: New York Hindawi 28.06.2022
    “… A salient clustering approach is laid out to achieve better performance in such a network using an evolutional algorithm…”
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  7. 7

    Energy efficient grid based k‐means clustering algorithm for large scale wireless sensor networks Autor Ben Gouissem, Bechir, Gantassi, Rahma, Hasnaoui, Salem

    ISSN: 1074-5351, 1099-1131
    Vydáno: Chichester Wiley Subscription Services, Inc 25.09.2022
    “… In this paper, we propose a grid‐based k‐means clustering protocol (named GBK), which combines grid…”
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  8. 8

    A fast consistent grid-based clustering algorithm Autor Tarasenko, Anton S., Berikov, Vladimir B., Pestunov, Igor A., Rylov, Sergey A., Ruzankin, Pavel S.

    ISSN: 1433-7541, 1433-755X
    Vydáno: London Springer London 01.12.2024
    “…We propose a fast consistent grid-based algorithm that estimates the number of clusters for observations in and, besides, constructs an approximation for the clusters…”
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  9. 9

    Accurate Grid-based Clustering Algorithm with Diagonal Grid Searching and Merging Autor Liu, Feng, Ye, Chengcheng, Zhu, Erzhou

    ISSN: 1757-8981, 1757-899X
    Vydáno: Bristol IOP Publishing 01.09.2017
    “… attentions. As an important data analysis method, grid clustering algorithm is fast but with relatively lower accuracy…”
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  10. 10

    A Novel Grid-Based Clustering Algorithm Autor Starczewski, Artur, Scherer, Magdalena M., Książek, Wojciech, Dębski, Maciej, Wang, Lipo

    ISSN: 2449-6499, 2449-6499
    Vydáno: Warsaw Sciendo 01.10.2021
    “… One of the most popular approaches is the grid-based concept of clustering algorithms…”
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  11. 11

    Fast and stable clustering analysis based on Grid-mapping K-means algorithm and new clustering validity index Autor Zhu, Erzhou, Zhang, Yuanxiang, Wen, Peng, Liu, Feng

    ISSN: 0925-2312, 1872-8286
    Vydáno: Elsevier B.V 21.10.2019
    Vydáno v Neurocomputing (Amsterdam) (21.10.2019)
    “…•Proposes the Grid-K-means clustering algorithm.•Designs a new clustering validity index (BCVI…”
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  12. 12

    An energy efficient grid-based clustering algorithm using type-3 fuzzy system in wireless sensor networks Autor Mozaffari, Morteza, Mazinani, Sayyed Majid, Khazaei, Ali Akbar

    ISSN: 1022-0038, 1572-8196
    Vydáno: New York Springer US 01.01.2025
    Vydáno v Wireless networks (01.01.2025)
    “… In this study, we have incorporated five improvements to our previous algorithm “FSCVG: A Fuzzy Semi‑Distributed Clustering Using Virtual Grids in WSN…”
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  13. 13

    A grid-growing clustering algorithm for geo-spatial data Autor Zhao, Qinpei, Shi, Yang, Liu, Qin, Fränti, Pasi

    ISSN: 0167-8655, 1872-7344
    Vydáno: Elsevier B.V 01.02.2015
    Vydáno v Pattern recognition letters (01.02.2015)
    “…•Propose a grid-based clustering algorithm, which is efficient O(N log  N).•Take the idea of region growing in image processing into the clustering algorithm…”
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  14. 14

    A new shifting grid clustering algorithm Autor W.M. Ma, Eden, Chow, Tommy W.S.

    ISSN: 0031-3203, 1873-5142
    Vydáno: Elsevier Ltd 01.03.2004
    Vydáno v Pattern recognition (01.03.2004)
    “…A new density- and grid-based type clustering algorithm using the concept of shifting grid is proposed…”
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  15. 15

    Energy-Aware Adaptive Weighted Grid Clustering Algorithm for Renewable Wireless Sensor Networks Autor Aslam, Nelofar, Xia, Kewen, Haider, Muhammad, Hadi, Muhammad

    ISSN: 1999-5903, 1999-5903
    Vydáno: Basel MDPI AG 01.12.2017
    Vydáno v Future internet (01.12.2017)
    “… In this study, we have attempted an approach based on the shortest path algorithm and grid clustering to save and renew power in a way that minimizes energy consumption and prolongs the overall network lifetime of WSNs…”
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  16. 16

    A Grid-Based Density Peaks Clustering Algorithm Autor Fang, Xintong, Xu, Zhen, Ji, Haifeng, Wang, Baoliang, Huang, Zhiyao

    ISSN: 1551-3203, 1941-0050
    Vydáno: Piscataway IEEE 01.04.2023
    “…) by the introduction of the grid clustering. A grid division is used to divide the data space into grid cells…”
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  17. 17

    A Grid-Based Clustering Algorithm via Load Analysis for Industrial Internet of Things Autor Zhang, Jing, Feng, Xin, Liu, Zhuang

    ISSN: 2169-3536, 2169-3536
    Vydáno: Piscataway IEEE 01.01.2018
    Vydáno v IEEE access (01.01.2018)
    “… To solve this problem, a grid-based clustering algorithm via load analysis for IIoT is presented in this paper…”
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  18. 18

    A grid-based boundary sharpening clustering algorithm Autor Ma, Lin, Yan, Qijing, Lv, Mengxia, Ma, Tiefeng, Cheng, Mingchang

    ISSN: 0952-1976
    Vydáno: Elsevier Ltd 01.12.2025
    “…To address the clustering problem for arbitrary shapes, in this paper, we propose a Grid-based Boundary Sharpening clustering algorithm called as “GBSharp…”
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  19. 19

    Adaptive grid-based forest-like clustering algorithm Autor Cheng, Mingchang, Ma, Tiefeng, Ma, Lin, Yuan, Jian, Yan, Qijing

    ISSN: 0925-2312, 1872-8286
    Vydáno: Elsevier B.V 07.04.2022
    Vydáno v Neurocomputing (Amsterdam) (07.04.2022)
    “…This paper presents an adaptive grid-based clustering algorithm called as “AGFC”, which uses a forest-like query structure to sequentially discovers multiple arbitrary-shaped clusters from the grid…”
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    A Novel Multi-Granularity Clustering Algorithm Based on Grid Partition and Fuzzy Quotient Space Autor Zhou, Xinran, Zhang, Qinghua, Zhao, Fan, Wang, Yutai, Yin, Longjun, Wang, Guoyin

    ISSN: 1063-6706, 1941-0034
    Vydáno: IEEE 2025
    “… in a unilateral understanding of the data. Therefore, a novel multi-granularity clustering algorithm based on grid partition and fuzzy quotient space (MGCGF…”
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