Fintech with Artificial Intelligence, Big Data, and Blockchain

This book introduces readers to recent advancements in financial technologies. The contents cover some of the state-of-the-art fields in financial technology, practice, and research associated with artificial intelligence, big data, and blockchain—all of which are transforming the nature of how prod...

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Bibliographic Details
Other Authors: Choi, Paul Moon Sub (Editor), Huang, Seth H. (Editor)
Format: eBook
Language:English
Published: Singapore Springer Nature Singapore 2021, 2021
Edition:1st ed. 2021
Series:Blockchain Technologies
Subjects:
Online Access:
Collection: Springer eBooks 2005- - Collection details see MPG.ReNa
Table of Contents:
  • 1. Blockchain, Cryptocurrency, and Artificial Intelligence in Finance
  • 2. Alternative Data, Big Data, and Applications to Finance
  • 3. Application of Big Data with Financial Technology in Financial Services
  • 4. Using Machine Learning to Predict the Defaults of Credit Card Clients
  • 5. Artificial Intelligence and Advanced Time Series Classification: Residual Attention Net for Cross-Domain Modeling
  • 6. Generating Synthetic Sequential Data for Enhanced Model Training Through Attention: A Generative Adversarial Net Framework