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Forecasting with Artificial Intelligence : Theory and Applications - 2023 ed.

By: (Edited by) Evangelos Spiliotis , (Edited by) Mohsen Hamoudia , (Edited by) Spyros Makridakis

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Ksh 27,000.00

Format: Hardback or Cased Book

ISBN-10: 3031358783

ISBN-13: 9783031358784

Edition: 2023 ed.

Series: Palgrave Advances in the Economics of Innovation and Technology

Publisher: Springer International Publishing AG

Imprint: Palgrave Macmillan

Country of Manufacture: GB

Country of Publication: GB

Publication Date: Sep 21st, 2023

Print length: 412 Pages

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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.

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