Search Results - Grid clustering algorithm

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

“… 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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Multidimensional Discrete Big Data Clustering Algorithm Based on Dynamic Grid by Li, Xiaolei

“… Therefore, the multidimensional discrete big data clustering algorithm based on dynamic grid was put forward…”
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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

“… 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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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 geographic data…”
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Predicting smart cities’ electricity demands using k-means clustering algorithm in smart grid by Wang, Shurui, Song, Aifeng, Qian, Yufeng

“… Moreover, the K-means clustering algorithm mines and analyzes the data to optimize the power consumers? information…”
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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

“… A salient clustering approach is laid out to achieve better performance in such a network using an evolutional algorithm…”
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Energy efficient grid based k‐means clustering algorithm for large scale wireless sensor networks by Ben Gouissem, Bechir, Gantassi, Rahma, Hasnaoui, Salem

“… In this paper, we propose a grid‐based k‐means clustering protocol (named GBK), which combines grid…”
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A fast consistent grid-based clustering algorithm by Tarasenko, Anton S., Berikov, Vladimir B., Pestunov, Igor A., Rylov, Sergey A., Ruzankin, Pavel S.

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

“… attentions. As an important data analysis method, grid clustering algorithm is fast but with relatively lower accuracy…”
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A Novel Grid-Based Clustering Algorithm by Starczewski, Artur, Scherer, Magdalena M., Książek, Wojciech, Dębski, Maciej, Wang, Lipo

“… One of the most popular approaches is the grid-based concept of clustering algorithms…”
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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…”
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An energy efficient grid-based clustering algorithm using type-3 fuzzy system in wireless sensor networks by Mozaffari, Morteza, Mazinani, Sayyed Majid, Khazaei, Ali Akbar

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

“…•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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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…”
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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

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

“…) by the introduction of the grid clustering. A grid division is used to divide the data space into grid cells…”
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A Grid-Based Clustering Algorithm via Load Analysis for Industrial Internet of Things by Zhang, Jing, Feng, Xin, Liu, Zhuang

“… To solve this problem, a grid-based clustering algorithm via load analysis for IIoT is presented in this paper…”
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A grid-based boundary sharpening clustering algorithm by Ma, Lin, Yan, Qijing, Lv, Mengxia, Ma, Tiefeng, Cheng, Mingchang

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

“…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 by Zhou, Xinran, Zhang, Qinghua, Zhao, Fan, Wang, Yutai, Yin, Longjun, Wang, Guoyin

“… 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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