Forecasting with Artificial Intelligence: Theory and Applications

Forecasting with Artificial Intelligence: Theory and Applications – Ebook Instant Download/Delivery ISBN(s): 9783031358784,3031358783

Product details:

• ISBN 10: 3031358783
• ISBN 13:9783031358784
• Author: Mohsen Hamoudia,Spyros Makridakis , Evangelos Spiliotis 

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.

Table contents:

People also search:

forecasting with arima

forecasting with artificial intelligence theory and applications

forecasting with machine learning algorithms

artificial intelligence in forecasting

future use cases of ai