Artificial intelligence in forecasting : tools and techniques

• Other Authors: Mohanty, Sachi Nandan, (Editor), Nanjundan, Preethi, 1980- (Editor), Kar, Tejaswini, 1981- (Editor)
• Format: eBook
• Language: English
• Published: Boca Raton : CRC Press, 2024.
• Edition: First edition.
• Subjects: Artificial intelligence.; Forecasting > Data processing.; Artificial intelligence > Data processing.; elektronické knihy; electronic books
• ISBN: 9781003399292; 9781040051528; 9781040051504; 9781032506159; 9781032506180
• Physical Description: 1 online zdroj.
• Access: Plný text je dostupný pouze z IP adres počítačů Univerzity Tomáše Bati ve Zlíně nebo vzdáleným přístupem pro zaměstnance a studenty

"Importance of forecasting is to deal with the uncertainty of the future. An accurate Forecasting should be timely available, accurate, reliable and compatible with existing database. Accurate projection of the future is highly demanding for supply chain management, inventory control, economic condition, technology, growth trend, social change, political change, business, weather forecasting, stock price prediction, earth quake prediction and many more. In this direction AI powered tools and techniques of forecasting plays a major role to improve the projection accuracy. AI powered forecasting software uses machine learning techniques to improve accuracy. The software can analyse the past data and can make better prediction about the future trends with higher accuracy and confidence that favours for making proper future planning and decision. Moreover, AI forecasting tools are better in a sense that it can gradually improve its accuracy. In other words, accurate forecasting requires more than just the fitting of models to historical data. Inside, readers will find the latest techniques used by managers in business today, discover the importance of forecasting and learn how it's accomplished. And readers will develop the necessary skills to meet the increased demand for thoughtful and realistic forecasts"--