Forecasting with Artificial Intelligence
Forecasting with Artificial Intelligence
Buch
- Theory and Applications
- Herausgeber: Mohsen Hamoudia, Evangelos Spiliotis, Spyros Makridakis
- Springer Nature Switzerland, 09/2023
- Einband: Gebunden, HC runder Rücken kaschiert
- Sprache: Englisch
- ISBN-13: 9783031358784
- Bestellnummer: 11615921
- Umfang: 456 Seiten
- Nummer der Auflage: 23001
- Auflage: 1st ed. 2023
- Gewicht: 698 g
- Maße: 216 x 153 mm
- Stärke: 29 mm
- Erscheinungstermin: 21.9.2023
- Serie: Palgrave Advances in the Economics of Innovation and Technology
Achtung: Artikel ist nicht in deutscher Sprache!
Klappentext
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 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.
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Forecasting with Artificial Intelligence
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