Search Results - subject:"decomposition and ensemble"

A new perspective on air quality index time series forecasting : a ternary interval decomposition ensemble learning paradigm

Wang, Zicheng; Gao, Ruobin; Wang, Piao; Chen, Huayou - In: Technological forecasting & social change : an … 191 (2023), pp. 1-21

Persistent link: https://www.econbiz.de/10014287676

Decomposition methods for tourism demand forecasting : a comparative study

Zhang, Chengyuan; Li, Mingchen; Sun, Shaolong; Tang, Ling; … - In: Journal of travel research : a quarterly publication of … 61 (2022) 7, pp. 1682-1699

Persistent link: https://www.econbiz.de/10013390876

An adaptive decomposition and ensemble model for short-term air pollutant concentration forecast using ICEEMDAN-ICA

Xiao, Yu-jie; Wang, Xiao-kang; Wang, Jian-qiang; Zhang, … - In: Technological forecasting & social change : an … 166 (2021), pp. 1-12

Persistent link: https://www.econbiz.de/10012693392

Ensemble forecasting for complex time series using sparse representation and neural networks

Yu, Lean; Zhao, Yang; Tang, Ling - In: Journal of forecasting 36 (2017) 2, pp. 122-138

Persistent link: https://www.econbiz.de/10011729109

A Novel CEEMD-Based EELM Ensemble Learning Paradigm for Crude Oil Price Forecasting

Tang, Ling; Dai, Wei; Yu, Lean; Wang, Shouyang - In: International Journal of Information Technology & … 14 (2015) 01, pp. 141-169

actually an improved model under the effective "decomposition and ensemble" framework, especially for nonlinear, complex, and … listed benchmarks (including typical forecasting techniques and similar ensemble models with other decomposition and ensemble …

Persistent link: https://www.econbiz.de/10011279056