Forecasting with Artificial Intelligence
Produktnummer:
18d9365a3bb0e249b998a935cd85f186f3
| Themengebiete: | Algorithm Artificial Intelligence Data Mining Data Science Energy Finance Forecasting Machine Learning Predictive Analysis Supply-Chain Management |
|---|---|
| Veröffentlichungsdatum: | 21.09.2023 |
| EAN: | 9783031358784 |
| Sprache: | Englisch |
| Seitenzahl: | 412 |
| Produktart: | Gebunden |
| Herausgeber: | Hamoudia, Mohsen Makridakis, Spyros Spiliotis, Evangelos |
| Verlag: | Springer International Publishing |
| Untertitel: | Theory and Applications |
Produktinformationen "Forecasting with Artificial Intelligence"
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.
Sie möchten lieber vor Ort einkaufen?
Sie haben Fragen zu diesem oder anderen Produkten oder möchten einfach gerne analog im Laden stöbern? Wir sind gerne für Sie da und beraten Sie auch telefonisch.
Juristische Fachbuchhandlung
Georg Blendl
Parcellistraße 5 (Maxburg)
8033 München
Montag - Freitag: 8:15 -18 Uhr
Samstags geschlossen