Search Results - subject:"Support vector regression"

A Novel Forecasting Model Based on Support Vector Regression and Bat Meta-Heuristic (Bat–SVR): Case Study in Printed Circuit Board Industry

Tavakkoli, Amirmohammad; Rezaeenour, Jalal; Hadavandi, … - In: International Journal of Information Technology & … 14 (2015) 01, pp. 195-215

understand the market and sales trends. This paper presents a novel sales forecasting model by integrating support vector … regression (SVR) and bat algorithm (BA). Since the accuracy of SVR forecasting mainly depends on SVR parameters, we use BA for …

Persistent link: https://www.econbiz.de/10011279057

Support vector regression for loss given default modelling

Yao, Xiao; Crook, Jonathan N.; Andreeva, Galina - In: European journal of operational research : EJOR 240 (2015) 2, pp. 528-538

Persistent link: https://www.econbiz.de/10010487012

A novel approach to model selection in tourism demand modeling

Akın, Melda - In: Tourism management : research, policies, practice 48 (2015), pp. 64-73

Persistent link: https://www.econbiz.de/10010508442

Volatility forecasting using support vector regression and a hybrid genetic algorithm

Santamaría-Bonfil, Guillermo; Frausto-Solís, Juan; … - In: Computational economics 45 (2015) 1, pp. 111-133

Persistent link: https://www.econbiz.de/10010511334

A two-stage procedure for forecasting freight inspections at border inspections posts using SOMs and support vector regression

Ruiz-Aguilar, Juan Jesus; Turias, I. J.; Jiménez-Come, … - In: International journal of production research 53 (2015) 7, pp. 2119-2130

Persistent link: https://www.econbiz.de/10010514665

Exchange rate forecasting and support vector regressions

Gkonkas, Periklēs - In: Economics & finance notes 4 (2015) 1/2, pp. 1-13

Persistent link: https://www.econbiz.de/10011444064

The trend of average unit price in Taipei City

Lin, Hong-Yu; Chen, Kuentai - In: Research in world economy 6 (2015) 1, pp. 133-142

Persistent link: https://www.econbiz.de/10011415575

A neural network-based methodology of quantifying the association between the design variables and the users' performances

Wong, Tse Chiu; Chan, H. S. - In: International journal of production research 53 (2015) 13, pp. 4050-4067

Persistent link: https://www.econbiz.de/10011302845

Prediction of cutting tool life based on Taguchi approach with fuzzy logic and support vector regression techniques

Gokulachandran, Jaganathan; Mohandas, K. - In: International journal of quality & reliability management 32 (2015) 3, pp. 270-290

Persistent link: https://www.econbiz.de/10010531017

Modeling, forecasting and trading the EUR exchange rates with hybrid rolling genetic algorithms : support vector regression forecast combinations

Sermpinis, Georgios; Stasinakis, Charalampos; … - In: European journal of operational research : EJOR 247 (2015) 3, pp. 831-846

Persistent link: https://www.econbiz.de/10011386316