A Novel AI-Based Stock Market Prediction Using Machine Learning Algorithm
- Title
- A Novel AI-Based Stock Market Prediction Using Machine Learning Algorithm
- Creator
- Iyyappan M.; Ahmad S.; Jha S.; Alam A.; Yaseen M.; Abdeljaber H.A.M.
- Description
- The time series forecasting system can be used for investments in a safe environment with minimized chances of loss. The Holt-Winters algorithm followed various procedures and observed the multiple factors applied to the neural network. The final module helps filter the system to predict the various factors and provides a rating for the system. This research work uses real-time dataset of fifteen stocks as input into the system and, based on the data, predicts or forecasts future stock prices of different companies belonging to different sectors. The dataset includes approximately fifteen companies from different sectors and forecasts their results based on which the user can decide whether to invest in the particular company or not; the forecasting will give an accurate result for the customer investments. 2022 Iyyappan. M et al.
- Source
- Scientific Programming, Vol-2022
- Date
- 2022-01-01
- Publisher
- Hindawi Limited
- Coverage
- Iyyappan M., School of Sciences, Christ (Deemed to Be University), Delhi-NCR, Ghaziabad, 201003, India; Ahmad S., Department of Computer Science, College of Computer Engineering and Sciences, Prince Sattam Bin Abdulaziz University, Alkharj, 11942, Saudi Arabia; Jha S., School of Sciences, Christ (Deemed to Be University), Delhi-NCR, Ghaziabad, 201003, India; Alam A., Department of Computer Science, Bakhtar University, Kabul, Afghanistan; Yaseen M., Faculty of Information Technology, University of Central Punjab, Lahore, Pakistan; Abdeljaber H.A.M., Department of Computer Science, Faculty of Information Technology, Applied Science Private University, Amman, Jordan
- Rights
- All Open Access; Gold Open Access
- Relation
- ISSN: 10589244; CODEN: SCIPE
- Format
- Online
- Language
- English
- Type
- Article
Collection
Citation
Iyyappan M.; Ahmad S.; Jha S.; Alam A.; Yaseen M.; Abdeljaber H.A.M., “A Novel AI-Based Stock Market Prediction Using Machine Learning Algorithm,” CHRIST (Deemed To Be University) Institutional Repository, accessed February 24, 2025, https://archives.christuniversity.in/items/show/15428.