Search Results - subject:"Back propagation"

BP neural network-based early warning model for financial risk of internet financial companies

Song, Xiaoling; Jing, Yage; Qin, Xuan - In: Cogent Economics & Finance 11 (2023) 1, pp. 1-17

We built an early warning model for financial risk using a back propagation neural network. To this end, the financial … model obtained by training and simulation using the back propagation neural network algorithm can effectively screen …

Persistent link: https://www.econbiz.de/10015074656

BP neural network-based early warning model for financial risk of internet financial companies

Song, Xiaoling; Jing, Yage; Qin, Xuan - In: Cogent economics & finance 11 (2023) 1, pp. 1-17

Persistent link: https://www.econbiz.de/10014500823

An innovative talent training mechanism for maker education in colleges and universities based on the IPSO-BP-enabled technique

Liu, Yuanbing - In: Journal of innovation & knowledge : JIK 8 (2023) 4, pp. 1-12

In this study, a path to improving students' core literacy is explored, and a new mechanism is developed for maker education and teaching based on research on students' core literacy and the essence of maker education. An evaluation model of college students' maker ability is established, and an...

Persistent link: https://www.econbiz.de/10014505004

Improving returns on strategy decisions through integration of neural networks for the valuation of asset pricing : the case of Taiwanese stock

Chen, Yi-Chang; Kuo, Shih-Ming; Liu, Yonglin; Wu, Zeqiong; … - In: International Journal of Financial Studies : open … 10 (2022) 4, pp. 1-15

bias. A back-propagation neural network (BPNN) is a financial technique that learns a multi-layer feedforward network. This …

Persistent link: https://www.econbiz.de/10013460087

Soft computing based approach to evaluate the performance of solar PV module considering wind effect in laboratory condition

Chandra, Subhash; Agrawal, Sanjay; Chauhan, D. S. - In: Energy Reports 4 (2018), pp. 252-259

Energy is the key factor for the growth of any country. Per capita energy consumption is the significance of the progress of any nation. With the increasing environmental impacts, word community is searching the way to shift towards sustainable energy sources. Recently the penetration of...

Persistent link: https://www.econbiz.de/10011937738

Soft computing based approach to evaluate the performance of solar PV module considering wind effect in laboratory condition

Chandra, Subhash; Agrawal, Sanjay; Chauhan, D. S. - In: Energy reports 4 (2018), pp. 252-259

Persistent link: https://www.econbiz.de/10011864065

Modeling NYSE Composite US 100 Index with a hybrid SOM and MLP-BP neural model

Beluco, Adriano; Bandeira, Denise L.; Beluco, Alexandre - In: Journal of Risk and Financial Management 10 (2017) 1, pp. 1-13

brings together a self organizing map (SOM) with a multilayer perceptron with back propagation algorithm (MLP-BP). The SOM …

Persistent link: https://www.econbiz.de/10011843284

Modeling NYSE Composite US 100 Index with a hybrid SOM and MLP-BP neural model

Beluco, Adriano; Bandeira, Denise Lindstrom; Beluco, … - In: Journal of risk and financial management : JRFM 10 (2017) 1, pp. 1-13

brings together a self organizing map (SOM) with a multilayer perceptron with back propagation algorithm (MLP-BP). The SOM …

Persistent link: https://www.econbiz.de/10011618968

Forecasting Stock Price in Tehran's Stock Market Using Evolutionary Strategies

Sabri, Farshid; Mogadam, Abolfazl - In: International Journal of Academic Research in Business … 4 (2014) 10, pp. 181-186

for 19 statistical companies was calculated using evolutionary strategy and back propagation algorithm (Algorithm LM). In …. They along with six other variables were used as inputs in the forward multilayer neural network with back propagation …

Persistent link: https://www.econbiz.de/10011084869

Enhancing the Effectiveness of Cycle Time Estimation in Wafer Fabrication-Efficient Methodology and Managerial Implications

Chen, Toly; Wang, Yu-Cheng - In: Sustainability 6 (2014) 8, pp. 5107-5128

a joint use of principal component analysis (PCA), CART, and back propagation network (BPN), in which PCA is applied to …

Persistent link: https://www.econbiz.de/10010885347