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Fintech with Artificial Intelligence, Big Data, and Blockchain / edited by Paul Moon Sub Choi, Seth H. Huang

Contributor(s): Resource type: Ressourcentyp: Buch (Online)Book (Online)Language: English Series: Blockchain TechnologiesPublisher: Singapore : Springer Singapore, 2021Publisher: Singapore : Imprint: Springer, 2021Edition: 1st ed. 2021Description: 1 Online-Ressource(VI, 304 p. 66 illus., 49 illus. in color.)ISBN:
  • 9789813361379
Subject(s): Additional physical formats: 9789813361362 | 9789813361386 | 9789813361393 | Erscheint auch als: 9789813361362 Druck-Ausgabe | Erscheint auch als: 9789813361386 Druck-Ausgabe | Erscheint auch als: 9789813361393 Druck-AusgabeDDC classification:
  • 621.38 23
DOI: DOI: 10.1007/978-981-33-6137-9Online resources: Summary: 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.Summary: 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 products and services are designed and delivered, making less adaptable institutions fast become obsolete. The book provides the fundamental framework, research insights, and empirical evidence in the efficacy of these new technologies, employing practical and academic approaches to help professionals and academics reach innovative solutions and grow competitive strengths.PPN: PPN: 1753057817Package identifier: Produktsigel: ZDB-2-SCS | ZDB-2-SXCS | ZDB-2-SEB
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