KReSIT Logo Kanwal Rekhi School of Information Technology
IITB Logo
IIT Bombay
 
 Research
 Groups
 Publications
 Projects
 Student Projects
 Ongoing Projects
 Past Projects
 Proposed Projects-2005
 Projects Archives
 ASL BE/MCA Projects
 Sponsored Projects
 Seminars
 Labs
 Techtalks
 

Home > Research > Projects > Students > Previous 

Students' Projects


Improve Forecasting Performance Using Decomposition and Combining

Rajveer Singh

Abstract


We study effect of decomposition and combining of forecasting models on the performance of forecasting. We explored existing decomposition methods and modified some of them. We carried out an extensive study of the mutual behavior of large number of experts with respect to the time series used. We worked on both static and dynamic combining experts. We carried out experiments to illustrate the help of multiple decomposition methods in improving forecasting performance. We also tried to explore dimensions of rule based forecasting.








Printer friendly    Comment
  Copyright © 2004 KReSIT, IIT Bombay. All rights reserved sitemap    
  Kanwal Rekhi School of Information Technology, Indian Institute of Technology Bombay, Powai, Mumbai - 400 076.
+91-22-2576 7901/02. Fax: +91-22-2572 0022
Designed by Kamlesh