Volume 59, Issue 4 | Computational Economics

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Volume 59, Issue 4

April 2022

Special Issue: Deep Learning for Financial Engineering

Issue Editors:

Mu-Yen Chen,
Arun Kumar Sangaiah,
Ting-Hsuan Chen,
Edwin David Lughofer,
Erol Egrioglu

24 articles in this issue

Deep Learning for Financial Engineering
Mu-Yen Chen
Arun Kumar Sangaiah
Erol Egrioglu
EditorialNotes 20 April 2022 Pages: 1277 - 1281
National Governance Differences and Foreign Bank Performance in Asian Countries: The Role of Bank Competition
Sheng-Hung Chen
Feng-Jui Hsu
OriginalPaper 22 January 2022 Pages: 1283 - 1333
Enterprise Intelligent Audit Model by Using Deep Learning Approach
Rui Ding
OriginalPaper 04 October 2021 Pages: 1335 - 1354
A New Bootstrapped Hybrid Artificial Neural Network Approach for Time Series Forecasting
Erol Eğrioğlu
Robert Fildes
OriginalPaper 20 November 2020 Pages: 1355 - 1383
The Use of Machine Learning Combined with Data Mining Technology in Financial Risk Prevention
Bo Gao
OriginalPaper 24 February 2021 Pages: 1385 - 1405
Intelligent FinTech Data Mining by Advanced Deep Learning Approaches
Shian-Chang Huang
Cheng-Feng Wu
Meng-Chen Lin
OriginalPaper 17 April 2021 Pages: 1407 - 1422
Predicting Business Risks of Commercial Banks Based on BP-GA Optimized Model
Qilun Li
Zhaoyi Xu
Jiacheng Zhong
OriginalPaper 09 January 2021 Pages: 1423 - 1441
Innovative Risk Early Warning Model under Data Mining Approach in Risk Assessment of Internet Credit Finance
Min Lin
OriginalPaper 17 August 2021 Pages: 1443 - 1464
Financial Sequence Prediction Based on Swarm Intelligence Algorithms of Internet of Things
Jinquan Liu
Yupin Wei
Hongzhen Xu
OriginalPaper 07 January 2021 Pages: 1465 - 1480
Analysis of Internet Financial Risks Based on Deep Learning and BP Neural Network
Zixian Liu
Guansan Du
Han Ji
OriginalPaper 16 February 2022 Pages: 1481 - 1499
Analysis of Early Warning of RMB Exchange Rate Fluctuation and Value at Risk Measurement Based on Deep Learning
Chunyi Lu
Zhuoqi Teng
Yuantao Fang
OriginalPaper 05 August 2021 Pages: 1501 - 1524
A Computational Model to Predict Consumer Behaviour During COVID-19 Pandemic
Fatemeh Safara
OriginalPaper 05 November 2020 Pages: 1525 - 1538
A Novel ARMA Type Possibilistic Fuzzy Forecasting Functions Based on Grey-Wolf Optimizer (ARMA-PFFs)
Nihat Tak
OriginalPaper 03 June 2021 Pages: 1539 - 1556
Adaptive Trading System of Assets for International Cooperation in Agricultural Finance Based on Neural Network
Guangji Tong
Zhiwei Yin
OriginalPaper 20 June 2021 Pages: 1557 - 1576
Financial Performance Analysis with the Fuzzy COPRAS and Entropy-COPRAS Approaches
Yüksel Akay Ünvan
Cansu Ergenç
OriginalPaper 30 August 2021 Pages: 1577 - 1605
Using Machine Learning Approach to Evaluate the Excessive Financialization Risks of Trading Enterprises
Zhennan Wu
OriginalPaper 29 January 2021 Pages: 1607 - 1625
Kelly-Based Options Trading Strategies on Settlement Date via Supervised Learning Algorithms
Mu-En Wu
Jia-Hao Syu
Chien-Ming Chen
OriginalPaper 22 January 2022 Pages: 1627 - 1644
The Impact of News Sentiment Indicators on Agricultural Product Prices
Jia-Lang Xu
Ying-Lin Hsu
OriginalPaper 05 September 2021 Pages: 1645 - 1657
Blockchain-Based Cryptocurrency Regulation: An Overview
Satya Prakash Yadav
Krishna Kant Agrawal
Leonardo Mostarda
OriginalPaper 12 October 2020 Pages: 1659 - 1675
A Two-Dimensional Sentiment Analysis of Online Public Opinion and Future Financial Performance of Publicly Listed Companies
Meng‐Feng Yen
Yu‐Pei Huang
Yueh‐Ling Chen
OriginalPaper 20 June 2021 Pages: 1677 - 1698
The Training of Pi-Sigma Artificial Neural Networks with Differential Evolution Algorithm for Forecasting
Oguzhan Yılmaz
Eren Bas
Erol Egrioglu
OriginalPaper 03 March 2021 Pages: 1699 - 1711
GPS data Mining at Signalized Intersections for Congestion Charging
Wang Yu
Zhang Dongbo
Zhang Yu
OriginalPaper 08 February 2022 Pages: 1713 - 1734
An Identification Algorithm of Systemically Important Financial Institutions Based on Adjacency Information Entropy
Linhai Zhao
Yingjie Li
Yenchun Jim Wu
OriginalPaper 27 January 2021 Pages: 1735 - 1753
Optimizing Financial Engineering Time Indicator Using Bionics Computation Algorithm and Neural Network Deep Learning
Zeyu Wang
Yue Deng
OriginalPaper 20 April 2022 Pages: 1755 - 1772