Please use this identifier to cite or link to this item:
http://hdl.handle.net/10603/266379
Title: | Studies on Machine Learning Techniques for Time Series Forecasting |
Researcher: | Panigrahi, S. |
Guide(s): | Behera, H.S. |
Keywords: | Engineering and Technology,Computer Science,Computer Science Theory and Methods |
University: | Veer Surendra Sai University of Technology |
Completed Date: | 2019 |
Abstract: | Time series forecasting (TSF) assists in making better strategic decisions under uncertain circumstances so that financial crisis can be avoided, wise investments can be made, under/over contracting of utility can be avoided, staffs can be scheduled appropriately, service providers can provide better service, mankind can get prepared for natural disasters and many more.However, the accuracy in forecasting plays a vital role and achieving such is a challenging task owing to the vagueness and nonlinearity associated with most of the real world time series. Therefore, improving the forecasting accuracy has become a keen area of interest among the forecasters from different domains of science and engineering. newline |
Pagination: | 150 p. |
URI: | http://hdl.handle.net/10603/266379 |
Appears in Departments: | Department of Computer Science and Engineering and IT |
Files in This Item:
File | Description | Size | Format | |
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10. chapter-1.pdf | Attached File | 667.77 kB | Adobe PDF | View/Open |
11. chapter-2.pdf | 385.98 kB | Adobe PDF | View/Open | |
12. chapter-3.pdf | 425.98 kB | Adobe PDF | View/Open | |
13. chapter-4.pdf | 1.01 MB | Adobe PDF | View/Open | |
14. chapter-5.pdf | 601.96 kB | Adobe PDF | View/Open | |
15. chapter-6.pdf | 683.78 kB | Adobe PDF | View/Open | |
16. chapter-7.pdf | 691.75 kB | Adobe PDF | View/Open | |
17. chapter-8.pdf | 597.11 kB | Adobe PDF | View/Open | |
18. chapter-9.pdf | 303.85 kB | Adobe PDF | View/Open | |
19. references.pdf | 341.2 kB | Adobe PDF | View/Open | |
1. cover page.pdf | 81.26 kB | Adobe PDF | View/Open | |
20. publication details.pdf | 143.87 kB | Adobe PDF | View/Open | |
2. certificate.pdf | 72.21 kB | Adobe PDF | View/Open | |
5. abstract.pdf | 142.58 kB | Adobe PDF | View/Open | |
6. list of abbreviations.pdf | 21.24 kB | Adobe PDF | View/Open | |
7. list of figures.pdf | 25.21 kB | Adobe PDF | View/Open | |
8. list of tables.pdf | 109.38 kB | Adobe PDF | View/Open | |
9. contents.pdf | 110.99 kB | Adobe PDF | View/Open |
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