Granule Vectors and Granular Convolutional Classifiers

Convolutional operations can extract effective features and have been widely used in the field of deep learning. For the deficiency of convolution mainly dealing with numerical data, we propose a novel convolutional operator on granules with a set form, further we build a classifier on it. Firstly,...

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Bibliographic Details
Main Authors: Yumin Chen, Xiao Zhang, Wei Li, Shunzhi Zhu
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8931552/