scholarly journals Development of a Novel Integrated Evaluation Index for Freeway Traffic Data

2015 ◽  
Vol 33 (4) ◽  
pp. 417-429
Author(s):  
Hyunjin PARK ◽  
Mijung YOON ◽  
Hae KIM ◽  
Cheol OH
Keyword(s):  
Evaluation Index ◽  
Traffic Data ◽  
Freeway Traffic

Road Network Traffic Data Prediction Using ResNet

2021 ◽  
Vol 29 (2) ◽  
pp. 75-84
Author(s):  
Seung Bae Jeon ◽  
Muhammad Sarfraz Khan ◽  
Jung Hwan Lee ◽  
Myeong Hun Jeong
Keyword(s):  
Network Traffic ◽  
Road Network ◽  
Traffic Data ◽  
Data Prediction

Financial Data Prediction by Artificial Sine and Cosine Trigonometric Higher Order Neural Networks

2021 ◽  
pp. 262-301
Keyword(s):  
Neural Network ◽  
Neural Networks ◽  
Network Models ◽  
Higher Order ◽  
Financial Data ◽  
Data Simulation ◽  
Neural Network Models ◽  
Data Prediction ◽  
Higher Order Neural Networks

This chapter develops two new nonlinear artificial higher order neural network models. They are sine and sine higher order neural networks (SIN-HONN) and cosine and cosine higher order neural networks (COS-HONN). Financial data prediction using SIN-HONN and COS-HONN models are tested. Results show that SIN-HONN and COS-HONN models are good models for some sine feature only or cosine feature only financial data simulation and prediction compared with polynomial higher order neural network (PHONN) and trigonometric higher order neural network (THONN) models.

scholarly journals Smoothed Deep Neural Networks for Marine Sensor Data Prediction

IEEE Access ◽  
2020 ◽  
Vol 8 ◽  
pp. 22802-22811
Author(s):  
Zhigang Li ◽  
Jialin Wang ◽  
Di Cai ◽  
Yingqi Li ◽  
Changxin Cai ◽  
...  
Keyword(s):  
Neural Networks ◽  
Deep Neural Networks ◽  
Sensor Data ◽  
Data Prediction
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