Search Results - subject:"Multilayer Perceptron"

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

On a High-Dimensional Model Representation method based on Copulas

Tsionas, Efthymios G.; Andrikopoulos, Athanasios - In: European journal of operational research : EJOR 284 (2020) 3, pp. 967-979

Persistent link: https://www.econbiz.de/10012238926

Neural network-based fuel consumption estimation for container ships in Korea

Luan Thanh Le; Lee, Gunwoo; Park, Keun-Sik; Kim, Hwayoung - In: Maritime policy & management 47 (2020) 5, pp. 615-632

Persistent link: https://www.econbiz.de/10012314730

Development and comparative performance evaluation of neural network classification techniques for manufacturing sector firms on the basis of new product growth rate

Bhatnagar, Vikas; Majhi, Ritanjali - In: International journal of business information systems : … 33 (2020) 2, pp. 157-179

Persistent link: https://www.econbiz.de/10012172508

Comparative study on IDS using machine learning approaches for software defined networks

Sudar, K. Muthamil; Deepalakshmi, P. - In: International journal of intelligent enterprise 7 (2020) 1/2/3, pp. 15-27

Persistent link: https://www.econbiz.de/10012177215

Forecasting audit opinion based on multilevel perceptron neural network model using one-goal particle swarm optimisation

Bahrami, Fahimeh; Rezazadeh, Javad; Sarraf, Fatemeh - In: International journal of management practice : IJMP 13 (2020) 1, pp. 86-102

Persistent link: https://www.econbiz.de/10012177935

A hybrid model for credit risk assessment : empirical validation by real-world credit data

Chi, Guotai; Uddin, Mohammad S.; Habib, Tabassum; Zhou, Ying - In: The journal of risk model validation 14 (2020) 4, pp. 1-39

Persistent link: https://www.econbiz.de/10014336032

“Effects of removing the trend and the seasonal component on the forecasting performance of artificial neural network techniques”

Claveria, Oscar; Monte, Enric; Torra, Salvador - Institut de Recerca en Economia Aplicada (IREA), … - 2015

This study aims to analyze the effects of data pre-processing on the performance of forecasting based on neural network models. We use three different Artificial Neural Networks techniques to forecast tourist demand: a multi-layer perceptron, a radial basis function and an Elman neural network....

Persistent link: https://www.econbiz.de/10011124425

“Effects of removing the trend and the seasonal component on the forecasting performance of artificial neural network techniques”

Claveria, Oscar; Monte, Enric; Torra, Salvador - Facultat d'Economia i Empresa, Universitat de Barcelona - 2015

Persistent link: https://www.econbiz.de/10011194344