Search Results - subject:"radial basis function"

Intellectual capital forecasting for invention patent through machine learning model

Wang, Mei-Hsin; Che, Hui-Chung - In: Journal of Intellectual Capital 25 (2024) 7, pp. 129-150

Purpose This research explores support vector machine (SVM) with Gaussian radial basis function kernel (RBF) as the …

Persistent link: https://www.econbiz.de/10015351105

An outliers detection and elimination framework in classification task of data mining

Dash, Ch. Sanjeev Kumar; Behera, Ajit Kumar; Dehuri, … - In: Decision analytics journal 6 (2023), pp. 1-8

. A radial basis function network trained by teaching a learning-based optimization model is developed using the …

Persistent link: https://www.econbiz.de/10014505859

Use of neural networks to accommodate seasonal fluctuations when equalizing time series for the CZK/RMB exchange rate

Rowland, Zuzana - In: Risks 9 (2021) 1, pp. 1-21

, subsequently, to generate multi-layer perceptron networks and radial basis function neural networks. Two versions of neural …-layer perceptron networks are more efficient than radial basis function neural networks. …

Persistent link: https://www.econbiz.de/10013200671

Use of neural networks to accommodate seasonal fluctuations when equalizing time series for the CZK/RMB exchange rate

Rowland, Zuzana; Lazaroiu, Gheorghe; Podhorská, Ivana - In: Risks : open access journal 9 (2021) 1/1, pp. 1-21

Persistent link: https://www.econbiz.de/10012422880

Improving the classification accuracy using hybrid techniques

Mowafy, Mamdouh Abdel Alim Saad; Shallan, Walaa Mohamed … - In: Review of economics and political science : REPS 6 (2021) 3, pp. 223-234

(MLP) and radial basis function networks (RBFN) which separate patients into different categories based on their diagnosis …

Persistent link: https://www.econbiz.de/10012615352

Improving the classification accuracy using hybrid techniques

Mowafy, Mamdouh Abdel Alim Saad; Shallan, Walaa Mohamed … - In: Review of Economics and Political Science (REPS) 6 (2021) 3, pp. 223-234

(MLP) and radial basis function networks (RBFN) which separate patients into different categories based on their diagnosis …

Persistent link: https://www.econbiz.de/10015394494

The modeling and comparison of GMDH and RBF artificial neural networks in forecasting consumption of petroleum products in the agricultural sector

Abbasian, Mojtaba; Shahraki, Ali Sardar; Shahraki, Javad - In: Iranian journal of economic studies : IJES 8 (2019) 1, pp. 91-105

Persistent link: https://www.econbiz.de/10012055557

A spatial interpolation framework for efficient valuation of large portfolios of variable annuities

Hejazi, Seyed Amir; Jackson, Kenneth R.; Gan, Guojun - In: Quantitative finance and economics 1 (2017) 2, pp. 125-144

Persistent link: https://www.econbiz.de/10012137758

On the use of back propagation and radial basis function neural networks in surface roughness prediction

Markopoulos, Angelos P.; Georgiopoulos, Sotirios; … - In: Journal of Industrial Engineering International 12 (2016), pp. 389-400

back propagation Levenberg-Marquardt algorithm and the back propagation Bayesian algorithm. Moreover, radial basis function …

Persistent link: https://www.econbiz.de/10011640900

On the use of back propagation and radial basis function neural networks in surface roughness prediction

Markopoulos, Angelos P.; Georgiopoulos, Sotirios; … - In: Journal of industrial engineering international 12 (2016), pp. 389-400

back propagation Levenberg–Marquardt algorithm and the back propagation Bayesian algorithm. Moreover, radial basis function …

Persistent link: https://www.econbiz.de/10011563692