Forecasting deals with the uncertainty of the future. To be effective, forecasting models should be timely available, accurate, reliable, and compatible with existing database. Accurate projection of the future is of vital importance in supply chain management, inventory control, economic condition, technology, growth trend, social change, political change, business, weather forecasting, stock price prediction, earthquake prediction, etc. AI powered tools and techniques of forecasting play a major role in improving the projection accuracy. The software running AI forecasting models use machine learning 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. In other words, accurate forecasting requires more than just the matching of models to historical data.

The book covers the latest techniques used by managers in business today, discover the importance of forecasting and learn how it's accomplished. Readers will also be familiarised with the necessary skills to meet the increased demand for thoughtful and realistic forecasts.

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Yes, you can access Artificial Intelligence in Forecasting by Sachi Mohanty,Preethi Nanjundan,Tejaswini Kar in PDF and/or ePUB format, as well as other popular books in Computer Science & Computer Engineering. We have over one million books available in our catalogue for you to explore.

Information

Publisher

CRC Press

Year

2024

ISBN

9781040051528

Edition

Topic

Computer Science

Subtopic

Computer Engineering

Index

Computer Science

Cover Page
Title Page
Copyright Page
Preface
Contents
1. Pursuits of Forecasting: Revisiting the Claims of Artificial Intelligence
2. A Multilayered Feed-Forward Neural Network Architecture for Rainfall Forecasting
3. Forecasting the Stock Market Index Using Artificial Intelligence Techniques
4. Forecasting of Environmental Sustainability through Green Innovation of E-Vehicle Industry
5. The Evolution of Forecasting Techniques Traditional Versus Machine Learning Methods
6. Workforce Forecasting after COVID-19 Pandemics Using Artificial Intelligence
7. Gender Disparity in Artificial Intelligence: Creating Awareness of Unconscious Bias
8. Customer Perspective through Artificial Intelligence Forecasting Green Products' Sustainable Development
9. Weather Forecasting and Climate Behavioral Analysis Using Artificial Intelligence
10. Assessing Climate Change through Artificial Intelligence: An Ethico-Legal Study
11. Workforce Forecasting Using Artificial Intelligence
12. Artificial Intelligence-Based Approaches for Anticipating Financial Market Index Trends
13. A Comparative Analysis of Traditional and Machine Learning Forecasting Techniques
14 Forecasting Demand for Paddy and Cotton in India Empirical Analysis Using Machine Learning Models
15. Business Forecasting and Error Handling Using AI
16. Practical Benefits of Using AI for More Accurate Forecasting in Mental Health Care
17. Predicting Stock Market Indexes with Artificial Intelligence
18. The Intellectual Structure of Application of Artificial Intelligence in Forecasting Methods: A Literature Review using Bibliometric Thematic Analysis
19 Effective Temperature Prediction for An Enhanced Climate Forecast System
20. Demand Forecasting Methods: Using Machine Learning to Predict Future Sales
21. Demand and Supply Forecasts for Supply Chain and Retail
22. Role of Artificial Intelligence in Weather Forecasting and Climate Behavioral Analysis
Index
About the Editors