AIによる予測
Forecasting with Artificial Intelligence
Theory and Applications
Palgrave Advances in the Economics of Innovation and Technology
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. Topics, include 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.