Xiaoxu Du

Multi-step-ahead crude oil price forecasting based on two-layer decomposition technique and extreme learning machine optimized by the particle swarm optimization algorithm

Tingting Zhang, Zhenpeng Tang, Junchuan Wu et al. · Energy · 2021 · 97 citations

Computing, Data Science, Petroleum Engineering +17

Short term electricity price forecasting using a new hybrid model based on two-layer decomposition technique and ensemble learning

Tingting Zhang, Zhenpeng Tang, Junchuan Wu et al. · Electric Power Systems Research · 2022 · 60 citations

Computing, Data Science, Electrical Engineering +15

Multistep-Ahead Stock Price Forecasting Based on Secondary Decomposition Technique and Extreme Learning Machine Optimized by the Differential Evolution Algorithm

Zhenpeng Tang, Tingting Zhang, Junchuan Wu et al. · Mathematical Problems in Engineering · 2020 · 18 citations · Full text

Computing, Finance, Financial Management +17

A New Hybrid Cryptocurrency Returns Forecasting Method Based on Multiscale Decomposition and an Optimized Extreme Learning Machine Using the Sparrow Search Algorithm

Xiaoxu Du, Zhenpeng Tang, Junchuan Wu et al. · IEEE Access · 2022 · 17 citations · Full text

Business, Economics, Finance +17