A Multi-granularity Decomposition Mechanism of Complex Tasks Based on Density Peaks

There are many algorithms for solving complex problems in supervised manner. However, unsupervised tasks are more common in real scenarios. Inspired by the idea of granular computing and the characteristics of human cognitive process, this paper proposes a complex tasks decomposition mechanism based...

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Bibliographic Details
Main Authors: Ziling Pang, Guoyin Wang, Jie Yang
Format: Article
Language:English
Published: Tsinghua University Press 2018-09-01
Series:Big Data Mining and Analytics
Subjects:
Online Access:https://www.sciopen.com/article/10.26599/BDMA.2018.9020023