Decomposition-selection-ensemble forecasting system for energy futures price forecasting based on multi-objective version of chaos game optimization algorithm

A decomposition-ensemble model with regrouping method and attention-based gated recurrent unit network for energy price prediction

(2021) Hongli Niu et al.   ENERGY

Wind speed forecasting based on multi-objective grey wolf optimisation algorithm, weighted information criterion, and wind energy conversion system: A case study in Eastern China

(2021) Chen Wang et al.   ENERGY CONVERSION AND MANAGEMENT

Sparse and robust estimation with ridge minimax concave penalty

(2021) He Jiang et al.   INFORMATION SCIENCES

Forecasting carbon price using a multi‐objective least squares support vector machine with mixture kernels

(2021) Bangzhu Zhu et al.   JOURNAL OF FORECASTING

Impacts of haze pollution on China's tourism industry: A system of economic loss analysis

(2021) Yan Hao et al.   JOURNAL OF ENVIRONMENTAL MANAGEMENT

An Integrated Method Based on Relevance Vector Machine for Short-Term Load Forecasting

(2020) Jia Ding et al.   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

Retail sales forecasting with meta-learning

(2020) Shaohui Ma et al.   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

Stochastic recurrent wavelet neural network with EEMD method on energy price prediction

(2020) Jingmiao Li et al.   SOFT COMPUTING

A novel hybrid model for forecasting crude oil price based on time series decomposition

(2020) Hooman Abdollahi   APPLIED ENERGY

Design of a combined wind speed forecasting system based on decomposition-ensemble and multi-objective optimization approach

(2020) Liangqing Luo et al.   APPLIED MATHEMATICAL MODELLING

Short-term photovoltaic power generation forecasting based on random forest feature selection and CEEMD: A case study

(2020) Dongxiao Niu et al.   APPLIED SOFT COMPUTING

A novel hybrid model based on multi-objective Harris hawks optimization algorithm for daily PM2.5 and PM10 forecasting

(2020) Pei Du et al.   APPLIED SOFT COMPUTING

Simultaneous feature selection and clustering based on square root optimization

(2020) He Jiang et al.   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

A novel hybrid air quality early-warning system based on phase-space reconstruction and multi-objective optimization: A case study in China

(2020) Ying Wang et al.   JOURNAL OF CLEANER PRODUCTION

A new ensemble deep learning approach for exchange rates forecasting and trading

(2020) Shaolong Sun et al.   ADVANCED ENGINEERING INFORMATICS

Analysis of the influence of international benchmark oil price on China’s real exchange rate forecasting

(2020) Jianzhou Wang et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Enhanced fuzzy time series forecasting model based on hesitant differential fuzzy sets and error learning

(2020) Qingli Dong et al.   EXPERT SYSTEMS WITH APPLICATIONS

A novel hybrid model based on combined preprocessing method and advanced optimization algorithm for power load forecasting

(2020) Ying Nie et al.   APPLIED SOFT COMPUTING

Robust low-rank multiple kernel learning with compound regularization

(2020) He Jiang et al.   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

Forecasting wavelet neural hybrid network with financial ensemble empirical mode decomposition and MCID evaluation

(2020) Yu Yang et al.   EXPERT SYSTEMS WITH APPLICATIONS

A new secondary decomposition ensemble learning approach for carbon price forecasting

(2020) Hongtao Li et al.   KNOWLEDGE-BASED SYSTEMS

A new crude oil price forecasting model based on variational mode decomposition

(2020) Yusheng Huang et al.   KNOWLEDGE-BASED SYSTEMS

Multi-layer cooperative combined forecasting system for short-term wind speed forecasting

(2020) Jianzhou Wang et al.   Sustainable Energy Technologies and Assessments

Bitcoin price forecasting with neuro-fuzzy techniques

(2019) George S. Atsalakis et al.   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

Day-Ahead System Marginal Price Forecasting Using Artificial Neural Network and Similar-Days Information

(2019) Fauzan Hanif Jufri et al.   Journal of Electrical Engineering & Technology

Modes decomposition method in fusion with robust random vector functional link network for crude oil price forecasting

(2019) Ranjeeta Bisoi et al.   APPLIED SOFT COMPUTING

Variable weights combined model based on multi-objective optimization for short-term wind speed forecasting

(2019) Ping Jiang et al.   APPLIED SOFT COMPUTING

A hybrid electricity price forecasting model with Bayesian optimization for German energy exchange

(2019) Hangyang Cheng et al.   INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS

An adaptive hybrid model for short term electricity price forecasting

(2019) Jinliang Zhang et al.   APPLIED ENERGY

Testing Co-Volatility spillovers for natural gas spot, futures and ETF spot using dynamic conditional covariances

(2018) Chia-Lin Chang et al.   ENERGY

Structural combination of seasonal exponential smoothing forecasts applied to load forecasting

(2018) Juan F. Rendon-Sanchez et al.   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

The Whale Optimization Algorithm

(2016) Seyedali Mirjalili et al.   ADVANCES IN ENGINEERING SOFTWARE

Sequential wavelet-ANN with embedded ANN-PSO hybrid electricity price forecasting model for Indian energy exchange

(2016) Smitha Elsa Peter et al.   NEURAL COMPUTING & APPLICATIONS

Electricity price forecasting accounting for renewable energies: optimal combined forecasts

(2015) Carolina García-Martos et al.   JOURNAL OF THE OPERATIONAL RESEARCH SOCIETY

Multi-Verse Optimizer: a nature-inspired algorithm for global optimization

(2015) Seyedali Mirjalili et al.   NEURAL COMPUTING & APPLICATIONS

Forecasting the volatility of crude oil futures using intraday data

(2014) Benoît Sévi   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

Variational Mode Decomposition

(2014) Konstantin Dragomiretskiy et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

A new meta-heuristic method: Ray Optimization

(2012) A. Kaveh et al.   COMPUTERS & STRUCTURES

Product generational dematerialization indicator: A case of crude oil in the global economy

(2011) Jadwiga R. Ziolkowska et al.   ENERGY

Identifying the oil price–macroeconomy relationship: An empirical mode decomposition analysis of US data

(2009) Gbadebo Oladosu   ENERGY POLICY

Biogeography-Based Optimization

(2008) D. Simon   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION