Smoothed Deep Neural Networks for Marine Sensor Data Prediction

Smoothed Deep Neural Networks for Marine Sensor Data Prediction

Deep learning has become a mainstream method in marine data processing field. However, the raw marine data, characterized by fluctuations, outliers and noise, is a serious obstacle to its performance improvement. To address this problem, a hybrid deep computing model is developed for marine sensor d...

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Bibliographic Details
Main Authors: Zhigang Li, Jialin Wang, Di Cai, Yingqi Li, Changxin Cai, Xiaochuan Sun, Ning Wang, Jiabo Zhang, Huixin Liu, Gang Wang, Juan Wang
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Marine sensor data
smoothing
DBEN
statistical analysis
time series prediction
Online Access:https://ieeexplore.ieee.org/document/8974282/

Internet

https://ieeexplore.ieee.org/document/8974282/

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