Výsledky vyhledávání - Grid clustering algorithm

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

“… 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…”
Získat plný text

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

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

Orientation domains: A mobile grid clustering algorithm with spherical corrections Autor 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…”
Získat plný text

An Improved Grid Clustering Algorithm for Geographic Data Mining Autor 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…”
Získat plný text

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

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

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

“… A salient clustering approach is laid out to achieve better performance in such a network using an evolutional algorithm…”
Získat plný text

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

“… In this paper, we propose a grid‐based k‐means clustering protocol (named GBK), which combines grid…”
Získat plný text

A fast consistent grid-based clustering algorithm Autor 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…”
Získat plný text

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

“… attentions. As an important data analysis method, grid clustering algorithm is fast but with relatively lower accuracy…”
Získat plný text

A Novel Grid-Based Clustering Algorithm Autor 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…”
Získat plný text

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

“…•Proposes the Grid-K-means clustering algorithm.•Designs a new clustering validity index (BCVI…”
Získat plný text

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

“… In this study, we have incorporated five improvements to our previous algorithm “FSCVG: A Fuzzy Semi‑Distributed Clustering Using Virtual Grids in WSN…”
Získat plný text

A grid-growing clustering algorithm for geo-spatial data Autor 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…”
Získat plný text

A new shifting grid clustering algorithm Autor 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…”
Získat plný text

Energy-Aware Adaptive Weighted Grid Clustering Algorithm for Renewable Wireless Sensor Networks Autor 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…”
Získat plný text

A Grid-Based Density Peaks Clustering Algorithm Autor 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…”
Získat plný text

A Grid-Based Clustering Algorithm via Load Analysis for Industrial Internet of Things Autor 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…”
Získat plný text

A grid-based boundary sharpening clustering algorithm Autor 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…”
Získat plný text

Adaptive grid-based forest-like clustering algorithm Autor 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…”
Získat plný text

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

“… in a unilateral understanding of the data. Therefore, a novel multi-granularity clustering algorithm based on grid partition and fuzzy quotient space (MGCGF…”
Získat plný text