Retraction
Prediction research of financial time series based on deep learning
Paper Information
Record ID:
44030
Author(s):
Journal:
Publication Date:
February 24, 2020
Retraction Date:
December 20, 2022
(2.9 years years ago)
Subjects:
Institutions:
Article Type:
Publisher:
Springer
Open Access:
Yes
PubMed ID:
Not indexed in PubMed
Retraction PubMed ID:
Not indexed in PubMed
Retraction Details
Citations (24)
24
Total Citations10
Post-Retraction(41.7%)
14
Pre-Retraction0
Same DayPost-Retraction Citation Analysis
0
Within 30 days
5
Within 1 year
3
After 2+ years
880
Days since retraction (latest)
Stochastic DNN-based models meet hidden Markov models: a challenge on natural gas prices at the Henry Hub
Carlo Mari, Emiliano Mari
Neural Computing and Applications
Published: May 2025
880 days after retraction
Forecasting financial time series using a hybrid model with ICEEMDAN and multidimensional KNN-BP
Yanhui Pan, Aijing Lin
Nonlinear Dynamics
Published: Apr 2025
852 days after retraction
The role of functional activation in neural networks in the context of financial time series analysis
A. Senyk, Oleksandra Manziy, Vitalii Pelekh et al. (5 authors)
Mathematical Modeling and Computing
Published: Jan 2025
743 days after retraction
Analysis of the «veterinary drugs» segment of the international stock market using IT
O. Stepanyuk, A. Senyk, O. Manziy et al. (5 authors)
Scientific Messenger of LNU of Veterinary Medicine and Biotechnologies
Open Access
Published: May 2024
511 days after retraction
Use of neural networks for investment analysis problems
O. Manziy, Y. Senyk, Vitalii Pelekh et al. (5 authors)
Galician economic journal
Open Access
Published: Jan 2024
1 citation
1 citation
377 days after retraction
Optimized backpropagation neural network for risk prediction in corporate financial management
Lingzi Gu
Scientific Reports
Open Access
Published: Nov 2023
8 citations
8 citations
322 days after retraction
RNN-AFOX: adaptive FOX-inspired-based technique for automated tuning of recurrent neural network hyper-parameters
Hosam ALRahhal, Razan Jamous
Artificial Intelligence Review
Published: Aug 2023
4 citations
4 citations
232 days after retraction
Portfolio dynamic trading strategies using deep reinforcement learning
Min-Yuh Day, Ching-Ying Yang, Yensen Ni
Soft Computing
Published: Jul 2023
11 citations
11 citations
222 days after retraction
A two-stage model for stock price prediction based on variational mode decomposition and ensemble machine learning method
Jun Zhang, Xuedong Chen
Soft Computing
Published: Jun 2023
11 citations
11 citations
173 days after retraction
Occam’s razor, machine learning and stochastic modeling of complex systems: the case of the Italian energy market
Carlo Mari, Emiliano Mari
Quality & Quantity
Open Access
Published: May 2023
2 citations
2 citations
153 days after retraction
Application of a Novel Deep Fuzzy Dual Support Vector Regression Machine in Stock Price Prediction
Pei-Yi Hao
Unknown Journal
Published: Dec 2022
1 citation
1 citation
19 days before retraction
CNN-GRUA-FC Stock Price Forecast Model Based on Multi-Factor Analysis
Shuying Yang, Hai-Ming Guo, Junguang Li
Journal of Advanced Computational Intelligence and Intelligent Informatics
Open Access
Published: Jul 2022
7 citations
7 citations
154 days before retraction
The Air Quality Prediction on Deep Spatiotemporal Feature Extraction with a Transductive Kernel Extreme Learning Machine
Junming Tan, Wenjun Xiong, Zhongwen Tu
2022 IEEE 31st International Symposium on Industrial Electronics (ISIE)
Published: Jun 2022
2 citations
2 citations
202 days before retraction
Deep learning based regime-switching models of energy commodity prices
Carlo Mari, Emiliano Mari
Energy Systems
Open Access
Published: May 2022
9 citations
9 citations
224 days before retraction
Forecasting of Turkish Sovereign Sukuk Prices Using Artificial Neural Network Model
Dilşad Tülgen ÇETİN, Sedat Metlek
Acta Infologica
Open Access
Published: Dec 2021
7 citations
7 citations
372 days before retraction
Neural Network Architecture Selection Using Particle Swarm Optimization Technique
Razan Jamous, Hosam ALRahhal, Mohamed El-Darieby
Applied Artificial Intelligence
Open Access
Published: Nov 2021
9 citations
9 citations
412 days before retraction
Adaptive Lung Diseases Images Classification Technique Based on Deep Learning
Nguyen Huu The, Nguyễn Thị Hồng Nhung, Nguyễn Thanh Bình
IFMBE proceedings
Published: Aug 2021
1 citation
1 citation
482 days before retraction
Model-free prediction of emergence of extreme events in a parametrically driven nonlinear dynamical system by deep learning
J. Meiyazhagan, S. Sudharsan, M. Senthilvelan
The European Physical Journal B
Open Access
Published: Aug 2021
22 citations
22 citations
506 days before retraction
Gaussian clustering and jump-diffusion models of electricity prices: a deep learning analysis
Carlo Mari, Emiliano Mari
Decisions in Economics and Finance
Published: May 2021
13 citations
13 citations
589 days before retraction
Evaluation of Time Series Forecasting Models for Estimation of PM2.5 Levels in Air
Satvik Garg, Himanshu Jindal
Unknown Journal
Open Access
Published: Apr 2021
26 citations
26 citations
627 days before retraction
Research on Stock Index Futures Arbitrage Strategy Based on Convolutional Neural Network
鹏飞 岳
Advances in Applied Mathematics
Published: Jan 2021
2 citations
2 citations
718 days before retraction
METAHACI: Meta-learning for Human Activity Classification from IMU Data
Benjakarn Leelakittisin, Fuchun Sun
Communications in computer and information science
Published: Jan 2021
1 citation
1 citation
718 days before retraction
Predicting stock price trends based on financial news articles and using a novel twin support vector machine with fuzzy hyperplane
Pei-Yi Hao, Chien-Feng Kung, Chun-Yang Chang et al. (4 authors)
Applied Soft Computing
Published: Oct 2020
85 citations
85 citations
784 days before retraction
Deep learning: emerging trends, applications and research challenges
Mu‐Yen Chen, Hsiu‐Sen Chiang, Edwin Lughofer et al. (4 authors)
Soft Computing
Open Access
Published: Apr 2020
11 citations
11 citations
983 days before retraction
Quick Stats
Total Citations:
24
Years Since Retraction:
2.9 years
Open Access:
Yes
Last Checked:
Jul 24, 2025