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Artificial Intelligence in Economic and Financial Analysis

Machine Learning for Forecasting, Modelling and Decision-Making

Gebonden Engels 2026 1e druk 9781041396123
€ 258,73
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Samenvatting

Artificial Intelligence in Economic and Financial Analysis: Machine Learning for Forecasting, Modelling and Decision-Making examines the growing role of artificial intelligence (AI) and machine learning (ML) in transforming economics and finance in increasingly digital, data-driven global economies.

The book explores how intelligent technologies are reshaping forecasting, modelling, financial analysis, and decision-making through predictive analytics, automation, and computational intelligence. It provides a comprehensive discussion of the theoretical foundations of AI and ML before examining their applications across macroeconomic forecasting, labour market analytics, algorithmic trading, insurance analytics, fraud detection, credit scoring, and natural language processing. The book further analyses how AI-driven systems are influencing financial services, economic policy analysis, digital finance, and intelligent governance while also addressing ethical and regulatory concerns relating to transparency, explainability, cybersecurity, accountability, and algorithmic bias. In addition, emerging developments such as generative AI, autonomous systems, and intelligent financial technologies are discussed to provide insight into the future of economics and finance.

Designed for academics, researchers, postgraduate students, policymakers, and industry professionals, this book offers both theoretical and practical perspectives on how AI and ML are reshaping economic and financial systems in the Fourth Industrial Revolution.

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Inhoudsopgave

1. Introduction to Artificial Intelligence and Machine Learning in Economics and Finance 2. Foundations of AI and Machine Learning for Economic and Financial Decision-Making 3. Artificial Intelligence and Machine Learning in Economic Theory: Causality versus Prediction in Economic Analysis 4. The Influence of AI and Machine Learning on Finance Theories 5. The Role of AI and Machine Learning in Predictive Modelling for Economic Indicators 6. Artificial Intelligence and Machine Learning for Resource Allocation in Economics 7. Artificial Intelligence and Machine Learning-Powered Labour Market Analytics 8. Artificial Intelligence and Machine Learning in Economic Policy Analysis 9. The Use of Artificial Intelligence and Machine Learning in Insurance 10. Revolutionising Finance, Analysing the Impact of Machine Learning and AI in Algorithmic Trading 11. Credit Scoring Using Statistical Machine Learning 12. The Role of Artificial Intelligence and Machine Learning in Fraud Detection and Prevention in Finance 13. Natural Language Processing and Sentiment Analysis in Economics and Finance 14. Explainable AI in Economic and Financial Applications 15. Ethical Considerations of Machine Learning and AI in Economics and Finance 16. Artificial Intelligence and the Transformation of Economics and Finance

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          Artificial Intelligence in Economic and Financial Analysis