Carbon price forecasting based on CEEMDAN and LSTM

Ensemble wind speed forecasting with multi-objective Archimedes optimization algorithm and sub-model selection

(2021) Lifang Zhang et al.   APPLIED ENERGY

A hybrid model for multi-step coal price forecasting using decomposition technique and deep learning algorithms

(2021) Kefei Zhang et al.   APPLIED ENERGY

A novel machine learning-based electricity price forecasting model based on optimal model selection strategy

(2021) Wendong Yang et al.   ENERGY

Efficient bootstrap stacking ensemble learning model applied to wind power generation forecasting

(2021) Matheus Henrique Dal Molin Ribeiro et al.   INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS

A hybrid framework for carbon trading price forecasting: The role of multiple influence factor

(2020) Yan Hao et al.   JOURNAL OF CLEANER PRODUCTION

Carbon price forecasting with optimization prediction method based on unstructured combination

(2020) Yongchun Huang et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Electricity Price Forecasting Based on Self-Adaptive Decomposition and Heterogeneous Ensemble Learning

(2020) Matheus Ribeiro et al.   Energies

An innovative random forest-based nonlinear ensemble paradigm of improved feature extraction and deep learning for carbon price forecasting

(2020) Jujie Wang et al.   SCIENCE OF THE TOTAL ENVIRONMENT

A new secondary decomposition ensemble learning approach for carbon price forecasting

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

Carbon finance and carbon market in China: Progress and challenges

(2019) Kaile Zhou et al.   JOURNAL OF CLEANER PRODUCTION

Carbon price forecasting models based on big data analytics

(2019) Mustafa Yahşi et al.   Carbon Management

Carbon price forecasting with complex network and extreme learning machine

(2019) Hua Xu et al.   PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS

A carbon price prediction model based on secondary decomposition algorithm and optimized back propagation neural network

(2019) Wei Sun et al.   JOURNAL OF CLEANER PRODUCTION

Carbon Pricing: Effectiveness and Equity

(2018) James K. Boyce   ECOLOGICAL ECONOMICS

Research on carbon market price mechanism and influencing factors: a literature review

(2018) Chang-Jing Ji et al.   NATURAL HAZARDS

Analysis and forecasting of the carbon price using multi—resolution singular value decomposition and extreme learning machine optimized by adaptive whale optimization algorithm

(2018) Wei Sun et al.   APPLIED ENERGY

A hybrid model using signal processing technology, econometric models and neural network for carbon spot price forecasting

(2018) Jinliang Zhang et al.   JOURNAL OF CLEANER PRODUCTION

Financial time series forecasting model based on CEEMDAN and LSTM

(2018) Jian Cao et al.   PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS

Modeling and forecasting the volatility of carbon dioxide emission allowance prices: A review and comparison of modern volatility models

(2017) Mawuli Segnon et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Using computational intelligence to forecast carbon prices

(2016) George S. Atsalakis   APPLIED SOFT COMPUTING

Deep learning

(2015) Yann LeCun et al.   NATURE

China׳s carbon-emissions trading: Overview, challenges and future

(2015) Liwei Liu et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Variational Mode Decomposition

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

Physics and financial economics (1776–2014): puzzles, Ising and agent-based models

(2014) Didier Sornette   REPORTS ON PROGRESS IN PHYSICS

Carbon Price Analysis Using Empirical Mode Decomposition

(2013) Bangzhu Zhu et al.   Computational Economics

A Novel Multiscale Ensemble Carbon Price Prediction Model Integrating Empirical Mode Decomposition, Genetic Algorithm and Artificial Neural Network

(2012) Bangzhu Zhu   Energies

Carbon price forecasting with a novel hybrid ARIMA and least squares support vector machines methodology

(2012) Bangzhu Zhu et al.   OMEGA-INTERNATIONAL JOURNAL OF MANAGEMENT SCIENCE