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Review
Theory and application of artificial intelligence in financial industry
Yuxin Li,  Jizheng Yi,  Huanyu Chen,  Duanxiang Peng
2021, Volume 1, Issue 2: 96-116. doi: 10.3934/DSFE.2021006
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Research article
Different GARCH model analysis on returns and volatility in Bitcoin
Changlin Wang
2021, Volume 1, Issue 1: 37-59. doi: 10.3934/DSFE.2021003
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Review
Text-Based Chatbot in Financial Sector: A Systematic Literature Review
Hana Demma Wube,  Sintayehu Zekarias Esubalew,  Firesew Fayiso Weldesellasie,  Taye Girma Debelee
2022, Volume 2, Issue 3: 232-259. doi: 10.3934/DSFE.2022011
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Research article
Bankruptcy prediction using machine learning and an application to the case of the COVID-19 recession
Aditya Narvekar,  Debashis Guha
2021, Volume 1, Issue 2: 180-195. doi: 10.3934/DSFE.2021010
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Review
Survey on the application of deep learning in algorithmic trading
Yongfeng Wang,  Guofeng Yan
2021, Volume 1, Issue 4: 345-361. doi: 10.3934/DSFE.2021019
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Review
A review of data mining methods in financial markets
Haihua Liu,  Shan Huang,  Peng Wang,  Zejun Li
2021, Volume 1, Issue 4: 362-392. doi: 10.3934/DSFE.2021020
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Research article
Customers' adoption of financial services offered by banks and fintechs partnerships: evidence of a transitional economy
Yen H. Hoang,  Duong T.T. Nguyen,  Linh H.T. Tran,  Nhung T.H. Nguyen,  Ngoc B. Vu
2021, Volume 1, Issue 1: 77-95. doi: 10.3934/DSFE.2021005
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Research article
Learning from class-imbalanced data: review of data driven methods and algorithm driven methods
Cui Yin Huang,  Hong Liang Dai
2021, Volume 1, Issue 1: 21-36. doi: 10.3934/DSFE.2021002
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Research article
Forecasting crude oil price using LSTM neural networks
Kexian Zhang,  Min Hong
2022, Volume 2, Issue 3: 163-180. doi: 10.3934/DSFE.2022008
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Research article
High-Frequency Trading with Machine Learning Algorithms and Limit Order Book Data
Manveer Kaur Mangat,  Erhard Reschenhofer,  Thomas Stark,  Christian Zwatz
2022, Volume 2, Issue 4: 437-463. doi: 10.3934/DSFE.2022022
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Review
Online public opinion and asset prices: a literature review
Yaya Su,  Yi Qu,  Yuxuan Kang
2021, Volume 1, Issue 1: 60-76. doi: 10.3934/DSFE.2021004
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Research article
Correlation structure networks of stock market during terrorism: evidence from Pakistan
Bilal Ahmed Memon,  Hongxing Yao
2021, Volume 1, Issue 2: 117-140. doi: 10.3934/DSFE.2021007
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Research article
A portfolio recommendation system based on machine learning and big data analytics
Man-Fai Leung,  Abdullah Jawaid,  Sai-Wang Ip,  Chun-Hei Kwok,  Shing Yan
2023, Volume 3, Issue 2: 152-165. doi: 10.3934/DSFE.2023009
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Review
Autonomous human-machine teams: Reality constrains logic, but hides the complexity of data dependency
William F. Lawless
2022, Volume 2, Issue 4: 464-499. doi: 10.3934/DSFE.2022023
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Research article
Cross-validation research based on RBF-SVR model for stock index prediction
Feite Zhou
2021, Volume 1, Issue 1: 1-20. doi: 10.3934/DSFE.2021001
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Data Science in Finance and Economics
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