Dynamic Barycenter Averaging Kernel in RBF Networks for Time Series Classification

Radial basis function (RBF) network has been utilized in many applications due to its simple topological structure and strong capacity on function approximation. The core of RBF network is its static kernel function, which is based on the Euclidean distance and cannot obtain good performance for tim...

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Bibliographic Details
Main Authors: Kejian Shi, Hongyang Qin, Chijun Sima, Sen Li, Lifeng Shen, Qianli Ma
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8684820/