Artificial intelligence in forecasting : tools and techniques

"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...

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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.

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245 0 0 |a Artificial intelligence in forecasting :  |b tools and techniques /  |c editors Sachi Nandan Mohanty, Associate Professor, School of Computer Science & Engineering, VIT-AP University, Amaravati, India, Preethi Nanjundan, Associate Professor, Department of Data Science, Christ (Deemed to be University), Pune, Lavasa, India, Tejaswini Kar, School of Electronics Engineering, KIIT Deemed to be University, Bhubaneswar, India. 
250 |a First edition. 
264 1 |a Boca Raton :  |b CRC Press,  |c 2024. 
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520 |a "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"--  |c Provided by publisher. 
588 |a OCLC-licensed vendor bibliographic record. 
650 0 |a Artificial intelligence. 
650 0 |a Forecasting  |x Data processing. 
650 0 |a Artificial intelligence  |x Data processing. 
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700 1 |a Mohanty, Sachi Nandan,  |e editor. 
700 1 |a Nanjundan, Preethi,  |d 1980-  |e editor. 
700 1 |a Kar, Tejaswini,  |d 1981-  |e editor. 
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