Evolving LSTM Networks for Time-Series Classification in EdgeIoT

We proposed a novel approach to evolve LSTM networks utilizing intelligent optimization algorithms and address time-series classification problems in EdgeIoT. Meanwhile, a new optimizer called cultural society and civilization (CSC) algorithm is proposed to reduce the probability of stagnated in the...

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Veröffentlicht in:	Mathematical problems in engineering 2023-01, Vol.2023 (1)
Hauptverfasser:	Cui, Pei, Li, San, Jiang, Kaina, Liu, Zhendong, Sun, Xingkai
Format:	Artikel
Sprache:	eng
Schlagworte:	Accuracy Algorithms Civilization Classification Data mining Deep learning Genetic algorithms Intelligence Neural networks Optimization Optimization algorithms Simulation Society Target recognition Time series Unmanned aerial vehicles
Online-Zugang:	Volltext
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