Price Prediction | List of Frontiers open access articles

Original Research

Published on 24 Jan 2024

Research on a price prediction model for a multi-layer spot electricity market based on an intelligent learning algorithm

in Sustainable Energy Systems

Qingbiao Lin
Wan Chen
Xu Zhao
Shangchou Zhou
Xueliang Gong
Bo Zhao

Frontiers in Energy Research

doi 10.3389/fenrg.2024.1308806

2,658 views
5 citations

Original Research

Published on 26 May 2021

Sentiment-Guided Adversarial Learning for Stock Price Prediction

in Mathematics of Computation and Data Science

Yiwei Zhang
Jinyang Li
Haoran Wang
Sou-Cheng T. Choi

Frontiers in Applied Mathematics and Statistics

doi 10.3389/fams.2021.601105

7,118 views
19 citations

Original Research

Published on 04 Jun 2025

Improving stock price forecasting with M-A-BiLSTM: a novel approach

in Mathematical Finance

Zihan Liu

Frontiers in Applied Mathematics and Statistics

doi 10.3389/fams.2025.1588202

3,928 views
4 citations

Original Research

Published on 17 Sep 2021

An Ensemble Prediction System Based on Artificial Neural Networks and Deep Learning Methods for Deterministic and Probabilistic Carbon Price Forecasting

in Environmental Economics and Management

Yi Yang
Honggang Guo
Yu Jin
Aiyi Song

Frontiers in Environmental Science

doi 10.3389/fenvs.2021.740093

5,763 views
23 citations

Original Research

Published on 28 May 2024

A comparative analysis of Silverkite and inter-dependent deep learning models for bitcoin price prediction

in Financial Blockchain

Nrusingha Tripathy
Subrat Kumar Nayak
Sashikanta Prusty

Frontiers in Blockchain

doi 10.3389/fbloc.2024.1346410

3,725 views
14 citations

Original Research

Published on 28 Apr 2025

Improving agricultural commodity allocation and market regulation: a novel hybrid model based on dual decomposition and enhanced BiLSTM for price prediction

in Agricultural and Food Economics

Lihua Zhang
Fushun Wang
Kejian Wang
Zhenxue He
Chen Chen
Jiahao Liu
Chao Wang
Zhe Wang

Frontiers in Sustainable Food Systems

doi 10.3389/fsufs.2025.1568041

2,892 views
2 citations

Original Research

Published on 06 Jul 2023

Regional electricity market price forecasting based on an adaptive spatial–temporal convolutional network

in Smart Grids

Jian Xu
Bo Hu
Pengfei Zhang
Xiaoming Zhou
Zuoxia Xing
Zhanshuo Hu

Frontiers in Energy Research

doi 10.3389/fenrg.2023.1168944

3,801 views
6 citations

Original Research

Published on 28 Sep 2023

DeepResTrade: a peer-to-peer LSTM-decision tree-based price prediction and blockchain-enhanced trading system for renewable energy decentralized markets

in Smart Grids

Ashkan Safari
Hamed Kheirandish Gharehbagh
Morteza Nazari-Heris
Arman Oshnoei

Frontiers in Energy Research

doi 10.3389/fenrg.2023.1275686

5,132 views
26 citations

Articles

Research on a price prediction model for a multi-layer spot electricity market based on an intelligent learning algorithm

Sentiment-Guided Adversarial Learning for Stock Price Prediction

Improving stock price forecasting with M-A-BiLSTM: a novel approach

An Ensemble Prediction System Based on Artificial Neural Networks and Deep Learning Methods for Deterministic and Probabilistic Carbon Price Forecasting

A comparative analysis of Silverkite and inter-dependent deep learning models for bitcoin price prediction

Improving agricultural commodity allocation and market regulation: a novel hybrid model based on dual decomposition and enhanced BiLSTM for price prediction

Regional electricity market price forecasting based on an adaptive spatial–temporal convolutional network

DeepResTrade: a peer-to-peer LSTM-decision tree-based price prediction and blockchain-enhanced trading system for renewable energy decentralized markets