An Improved Stochastic Configuration Networks With Compact Structure and Parameter Adaptation

Stochastic Configuration Networks (SCNs) perform well in machine learning and data mining tasks in complex data environments. However, traditional SCNs have limitations in network size and computation time. To address these issues, this paper proposes an improved version of SCNs. There are two key i...

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Bibliographic Details
Main Authors: Sanyi Li, Hongyu Guan, Peng Liu, Weichao Yue, Qian Wang
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10852165/
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