Search Results - subject:"Bayesian optimisation"

Forecasts of residential real estate price indices for ten major Chinese cities through Gaussian process regressions

Jin, Bingzi; Xu, Xiaojie - In: International journal of empirical economics 4 (2025) 1, pp. 1-24

Due to the rapid growth of the Chinese housing market over the past ten years, forecasting home prices has become a crucial issue for investors and authorities alike. In this research, utilising Bayesian optimisations and cross validation, we investigate Gaussian process regressions across...

Persistent link: https://www.econbiz.de/10015374007

Policy learning for many outcomes of interest : combining optimal policy trees with multi-objective Bayesian optimisation

Rehill, Patrick; Biddle, Nicholas - In: Computational economics 66 (2025) 2, pp. 971-1001

Persistent link: https://www.econbiz.de/10015590903

A novel enhanced kriging-based method for reliability analysis integrating Bayesian optimisation with ensemble strategy

Cheng, Yongbo; Dong, Manman; Wan, Liangqi - In: International journal of productivity and quality … 47 (2026) 3, pp. 361-378

Persistent link: https://www.econbiz.de/10015632090

Statistical evaluation of deep learning models for stock return forecasting

Yilmaz, Firat Melih; Yildiztepe, Engin - In: Computational economics 63 (2024) 1, pp. 221-244

Persistent link: https://www.econbiz.de/10014472083

A novel approach using hybrid deep features for citrus disease detection and classification based on NCA and Bayesian optimised random forest classifier

Gondal, Shailesh; Agrawal, Shweta - In: International journal of services, economics and management 15 (2024) 5, pp. 551-571

Persistent link: https://www.econbiz.de/10015444183

A proposal for improving production efficiency of existing machining line through a hybrid monitoring and optimisation process

Herwan, Jonny; Misaka, Takashi; Furukawa, Yoshiyuki; … - In: International journal of production research 61 (2023) 16, pp. 5392-5410

Persistent link: https://www.econbiz.de/10014382311

Forecasting the medium-term performance of restructured tourism firms with an adaptive integrated predictor

Li, Hui; He, Ling-Yang; Yang, Jing-Jing - In: Tourism management : research, policies, practice 88 (2022), pp. 1-14

Persistent link: https://www.econbiz.de/10013194466