Forecasting with Artificial Intelligence
Theory and Applications
Herausgegeben:Hamoudia, Mohsen; Makridakis, Spyros; Spiliotis, Evangelos
Forecasting with Artificial Intelligence
Theory and Applications
Herausgegeben:Hamoudia, Mohsen; Makridakis, Spyros; Spiliotis, Evangelos
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This book is a comprehensive guide that explores the intersection of artificial intelligence and forecasting, providing the latest insights and trends in this rapidly evolving field.
The book contains fourteen chapters covering a wide range of topics, including the concept of AI, its impact on economic decision-making, traditional and machine learning-based forecasting methods, challenges in demand forecasting, global forecasting models, meta-learning and feature-based forecasting, ensembling, deep learning, scalability in industrial and optimization applications, and forecasting…mehr
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The book contains fourteen chapters covering a wide range of topics, including the concept of AI, its impact on economic decision-making, traditional and machine learning-based forecasting methods, challenges in demand forecasting, global forecasting models, meta-learning and feature-based forecasting, ensembling, deep learning, scalability in industrial and optimization applications, and forecasting performance evaluation. With key illustrations, state-of-the-art implementations, best practices, and notable advances, this book offers practical insights into the theory and practice of AI-based forecasting. This book is a valuable resource for anyone involved in forecasting, including forecasters, statisticians, data scientists, business analysts, or decision-makers.
- Produktdetails
- Palgrave Advances in the Economics of Innovation and Technology
- Verlag: Palgrave Macmillan / Springer Nature Switzerland / Springer, Berlin
- Artikelnr. des Verlages: 978-3-031-35878-4
- 1st ed. 2023
- Seitenzahl: 456
- Erscheinungstermin: 21. September 2023
- Englisch
- Abmessung: 216mm x 153mm x 29mm
- Gewicht: 698g
- ISBN-13: 9783031358784
- ISBN-10: 3031358783
- Artikelnr.: 68066791
- Palgrave Advances in the Economics of Innovation and Technology
- Verlag: Palgrave Macmillan / Springer Nature Switzerland / Springer, Berlin
- Artikelnr. des Verlages: 978-3-031-35878-4
- 1st ed. 2023
- Seitenzahl: 456
- Erscheinungstermin: 21. September 2023
- Englisch
- Abmessung: 216mm x 153mm x 29mm
- Gewicht: 698g
- ISBN-13: 9783031358784
- ISBN-10: 3031358783
- Artikelnr.: 68066791