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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Veröffentlicht in:	IEEE transactions on artificial intelligence Jg. 4; H. 2; S. 338 - 348
Hauptverfasser:	Wang, Qianjin, Hong, Qiqiang, Wu, Shang, Dai, Wei
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	IEEE 01.04.2023
Schlagworte:	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-Zugang:	Volltext
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