Forecasting with Artificial Intelligence: Theory and Applications (Palgrave Advances in the Economics of Innovation and Technology) (English Edition)

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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 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.

ASIN ‏ : ‎ B0C6SRR19Z
Éditeur ‏ : ‎ Palgrave Macmillan (4 septembre 2023)
Langue ‏ : ‎ Anglais
Synthèse vocale ‏ : ‎ Activée
Confort de lecture ‏ : ‎ Non activé
X-Ray ‏ : ‎ Non activée
Word Wise ‏ : ‎ Non activé
Pense-bêtes ‏ : ‎ Non activé
Nombre de pages de l’édition imprimée  ‏ : ‎ 305 pages