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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Vydané v:	IEEE transactions on artificial intelligence Ročník 4; číslo 2; s. 338 - 348
Hlavní autori:	Wang, Qianjin, Hong, Qiqiang, Wu, Shang, Dai, Wei
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	IEEE 01.04.2023
Predmet:	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
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