A Grid-Density Based Algorithm by Weighted Spiking Neural P Systems with Anti-Spikes and Astrocytes in Spatial Cluster Analysis

In this paper, we propose a novel clustering approach based on P systems and grid- density strategy. We present grid-density based approach for clustering high dimensional data, which first projects the data patterns on a two-dimensional space to overcome the curse of dimensionality problem. Then, t...

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Bibliographic Details
Main Authors: Deting Kong, Yuan Wang, Xinyan Wu, Xiyu Liu, Jianhua Qu, Jie Xue
Format: Article
Language:English
Published: MDPI AG 2020-09-01
Series:Processes
Subjects:
Online Access:https://www.mdpi.com/2227-9717/8/9/1132