Multitarget Stochastic Configuration Network and Applications

Existing stochastic configuration network (SCN)-based modeling methods are underperformed in handling multitarget regression problems. An important reason is that they ignore the intertarget correlations, which have an important effect on improving the modeling accuracy. To enhance the performance o...

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Bibliographic Details

Published in:	IEEE transactions on artificial intelligence Vol. 4; no. 2; pp. 338 - 348
Main Authors:	Wang, Qianjin, Hong, Qiqiang, Wu, Shang, Dai, Wei
Format:	Journal Article
Language:	English
Published:	IEEE 01.04.2023
Subjects:	Adaptation models Alternating optimization algorithm Correlation Data models multitarget regression Predictive models stochastic configuration network (SCN) Stochastic processes structure matrix supervisory mechanism Task analysis Training
ISSN:	2691-4581, 2691-4581
Online Access:	Get full text
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