Application of wavelet neural network in cortisol solubility

被引：0

作者：

Chen, Jianxin ^{[1
]}

Shi, Xuna ^{[1
]}

Pang, Shuchun ^{[2
]}

Zhang, Meijing ^{[3
]}

Li, Shengyu ^{[1
]}

机构：

[1] Hebei Univ Technol, Engn Res Ctr Seawater Utilizat Technol, Tianjin 300130, Peoples R China

[2] Hebei Univ Technol, Sch Comp Sci & Engn, Tianjin 300130, Peoples R China

[3] Tianjin Univ, Sch Chem Engn & Technol, Tianjin 300072, Peoples R China

来源：

ADVANCES IN CHEMICAL ENGINEERING, PTS 1-3 | 2012年 / 396-398卷

关键词：

wavelet neural network; prediction; cortisol; solubility; APPROXIMATION;

D O I：

10.4028/www.scientific.net/AMR.396-398.711

中图分类号：

TQ [化学工业];

学科分类号：

0817 ;

摘要：

Wavelet neural network(WNN) was applied to predicate the cortisol solubility. The model consists of a multilayer feedforward hierarchical structure, and the flow of information is directed from the input to the output layer by using wavelet transforms to achieve faster convergence. By adaptively adjusting the number of training data involved during training, an adaptive robust learning algorithm is derived for improvement of the efficiency of the network. The neural network was trained and simulated cortisol solubility with different input and output parameters. Simulation results confirmed that this approach gave more accurate predictions solubility.

引用

页码：711 / +

页数：2

共 50 条

[41] The application of wavelet neural network with orthonormal bases in digital image denoising
Feng, Deng-Chao
Yang, Zhao-Xuan
Qiao, Xiao-Jun
[J]. ADVANCES IN NEURAL NETWORKS - ISNN 2006, PT 2, PROCEEDINGS, 2006, 3972 : 539 - 544
[42] Application of Wavelet Analysis and NARX Neural Network in the Forecast of Soil Moisture
Bai, Dong-mei
Guo, Zhong-sheng
Guo, Man-cai
[J]. INTERNATIONAL CONFERENCE ON ADVANCES IN MANAGEMENT SCIENCE AND ENGINEERING (AMSE 2015), 2015, : 145 - 149
[43] The application of wavelet-based neural network on DNA microarray data
Lee, Jack
Zee, Benny
[J]. BIOINFORMATION, 2008, 3 (05) : 223 - 229
[44] Application of wavelet transform and neural network in complicated signals pattern recognition
Cui Jian-guo
Zhang Da-qian
Xu Xin-he
[J]. Proceedings of the 2007 Chinese Control and Decision Conference, 2007, : 206 - +
[45] Gray Wavelet Neural Network and Its Application in Mining Waste Prediction
Zhou, Guangzhu
Wang, Cuizhen
Wang, Shihao
Yin, Xin
[J]. PROCEEDINGS OF THE 2016 INTERNATIONAL CONFERENCE ON PROGRESS IN INFORMATICS AND COMPUTING (PIC), VOL 1, 2016, : 164 - 168
[46] Research on the Application of Wavelet Neural Network in the Surrounding Rock Displacement Prediction
Zhang Bin
Han De-yuan
Li Tao
[J]. 2010 2ND INTERNATIONAL ASIA CONFERENCE ON INFORMATICS IN CONTROL, AUTOMATION AND ROBOTICS (CAR 2010), VOL 3, 2010, : 266 - 269
[47] Application of wavelet and neural network to long-term load forecasting
Khoa, TQD
Phuong, LM
Binh, PTT
Lien, NTH
[J]. 2004 INTERNATIONAL CONFERENCE ON POWER SYSTEM TECHNOLOGY - POWERCON, VOLS 1 AND 2, 2004, : 840 - 844
[48] Application of a steerable wavelet transform using neural network for signature verification
Fadhel, EA
Bhattacharyya, P
[J]. PATTERN ANALYSIS AND APPLICATIONS, 1999, 2 (02) : 184 - 195
[49] The discrete wavelet neural network and its application in oscillographic chronopotentiometric determination
Zhong, HB
Zhang, J
Gao, M
Zheng, JB
Li, GB
Chen, L
[J]. CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS, 2001, 59 (1-2) : 67 - 74
[50] The Method and Application of Time Series Prediction Based Wavelet Neural Network
Pen, Yumin
Zhang, Quanzhu
Xue, Pengqian
[J]. MECHATRONICS AND MATERIALS PROCESSING I, PTS 1-3, 2011, 328-330 : 2312 - 2317

← 1 2 3 4 5 →