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Data science and AI in FinTech: an overview
5 references·16 citing·51 second hop
Data science and AI in FinTech: an overview (2021)Data science and AI in FinTech: an overvi…Generación de series de tiempo financieras sintéticas para "data augmentation" usando redes neuronales generativas adversarias (GAN) (2021)Generación de series de tiemp…Deep learning for financial applications : A survey (2020)Deep learning for financial a…Deep learning for detecting financial statement fraud (2020)Deep learning for detecting f…Deep Learning for Finance: Deep Portfolios (2016)Deep Learning for Finance: De…Textual sentiment in finance: A survey of methods and models (2014)Textual sentiment in finance:…Integration of CNN Models and Machine Learning Methods in Credit Score Classification: 2D Image Transformation and Feature Extraction (2025)Integration of CNN Models and…FinTech: a literature review of emerging financial technologies and applications (2025)FinTech: a literature review …Evaluating Trustworthiness in AI: Risks, Metrics, and Applications Across Industries (2025)Evaluating Trustworthiness in…The contagion effect of artificial intelligence across innovative industries: From blockchain and metaverse to cleantech and beyond (2024)The contagion effect of artif…Technological revolution and regulatory innovation: How governmental artificial intelligence adoption matters for financial regulation intensity (2024)Technological revolution and …Promoting sustainability in finance with AI: A review of current practices and future potential (2024)Promoting sustainability in f…Leveraging FinTech Compliance to Mitigate Cryptocurrency Volatility for Secure US Employee Retirement Benefits: Bitcoin ETF Case Study (2024)Leveraging FinTech Compliance…Financial literacy and FinTech market growth around the world (2024)Financial literacy and FinTec…DATA-DRIVEN SUSTAINABILITY: HOW FINTECH INNOVATIONS ARE SUPPORTING GREEN FINANCE (2024)DATA-DRIVEN SUSTAINABILITY: H…Artificial intelligence, financial services knowledge, government support, and user innovativeness: Exploring the moderated-mediated path to fintech adoption (2024)Artificial intelligence, fina…The Role of FinTech in Sustainable Healthcare Development in Sub-Saharan Africa: A Narrative Review (2023)The Role of FinTech in Sustai…Operational Research and Artificial Intelligence Methods in Banking (2022)Operational Research and Arti…From offline to online: understanding users' switching intentions from traditional wealth management services to mobile wealth management applications (2022)From offline to online: under…Decoding the trinity of Fintech, digitalization and financial services: An integrated bibliometric analysis and thematic literature review approach (2022)Decoding the trinity of Finte…Data Science for Finance: Best-Suited Methods and Enterprise Architectures (2021)Data Science for Finance: Bes…AI in Finance: A Review (2020)AI in Finance: A ReviewA Nonparametric Approach to Pricing and Hedging Derivative Securities Via Learning Networks (1994)NSE Stock Market Prediction Using Deep-Learning Models (2018)Stock Market Prediction Using LSTM Recurrent Neural Network (2020)Textual Analysis in Accounting and Finance: A Survey (2016)Deep learning with long short-term memory networks for financial market predictions (2017)A novel graph convolutional feature based convolutional neural network for stock trend prediction (2020)Fusion in stock market prediction: A decade survey on the necessity, recent developments, and potential future directions (2020)Financial applications of machine learning: A literature review (2023)A Stochastic Approximation Method (1951)Strictly Proper Scoring Rules, Prediction, and Estimation (2007)Applications of deep learning in stock market prediction: Recent progress (2021)Financial time series forecasting with multi-modality graph neural network (2021)Giving Content to Investor Sentiment: The Role of Media in the Stock Market (2007)Annual report readability, current earnings, and earnings persistence (2008)When Is a Liability Not a Liability? 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(2021)Leadership and management in high-growth environments: effective strategies for the clean energy sector (2024)Supply chain integrating sustainability and ethics: Strategies for modern supply chain management (2024)The evolution of green fintech: Leveraging AI and IoT for sustainable financial services and smart contract implementation (2024)On the Fintech Revolution: Interpreting the Forces of Innovation, Disruption, and Transformation in Financial Services (2018)Empirical Asset Pricing via Machine Learning (2020)Firm‐Level Climate Change Exposure (2023)Enablers and Barriers in FinTech Adoption: A Systematic Literature Review of Customer Adoption and Its Impact on Bank Performance (2025)Financial digitalization: how does FinTech innovation enhance financial resilience and competitiveness? 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References

  • 2021Generación de series de tiempo financieras sintéticas para "data augmentation" usando redes neuronales generativas adversarias (GAN)1,463 cited
  • 2016Deep Learning for Finance: Deep Portfolios765 cited
  • 2014Textual sentiment in finance: A survey of methods and models579 cited
  • 2020Deep learning for financial applications : A survey550 cited
  • 2020Deep learning for detecting financial statement fraud291 cited

Cited by

  • 2022Operational Research and Artificial Intelligence Methods in Banking197 cited
  • 2025FinTech: a literature review of emerging financial technologies and applications145 cited
  • 2020AI in Finance: A Review96 cited
  • 2025Evaluating Trustworthiness in AI: Risks, Metrics, and Applications Across Industries81 cited
  • 2024DATA-DRIVEN SUSTAINABILITY: HOW FINTECH INNOVATIONS ARE SUPPORTING GREEN FINANCE73 cited
  • 2024Financial literacy and FinTech market growth around the world67 cited
  • 2022Decoding the trinity of Fintech, digitalization and financial services: An integrated bibliometric analysis and thematic literature review approach58 cited
  • 2024Promoting sustainability in finance with AI: A review of current practices and future potential45 cited
  • 2023The Role of FinTech in Sustainable Healthcare Development in Sub-Saharan Africa: A Narrative Review

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31 cited
  • 2024The contagion effect of artificial intelligence across innovative industries: From blockchain and metaverse to cleantech and beyond30 cited
  • 2024Technological revolution and regulatory innovation: How governmental artificial intelligence adoption matters for financial regulation intensity29 cited
  • 2025Integration of CNN Models and Machine Learning Methods in Credit Score Classification: 2D Image Transformation and Feature Extraction28 cited
  • 2024Artificial intelligence, financial services knowledge, government support, and user innovativeness: Exploring the moderated-mediated path to fintech adoption27 cited
  • 2022From offline to online: understanding users' switching intentions from traditional wealth management services to mobile wealth management applications27 cited
  • 2024Leveraging FinTech Compliance to Mitigate Cryptocurrency Volatility for Secure US Employee Retirement Benefits: Bitcoin ETF Case Study27 cited
  • 2021Data Science for Finance: Best-Suited Methods and Enterprise Architectures27 cited