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Title of Thesis

New Architectures for Multi-step Ahead Time Series Forecasting

Author(s)

Syed Rahat Abbas

Institute/University/Department Details
Department of Computer and Information Sciences / Pakistan Institute of Engineering & Applied Sciences, Islamabad
Session
2008
Subject
Computer and Information Sciences
Number of Pages
197
Keywords (Extracted from title, table of contents and abstract of thesis)
New, Architectures, Multi-step, Ahead, Time, Series, Forecasting

Abstract
Available

Download Full Thesis
12,271 KB
S. No. Chapter Title of the Chapters Page Size (KB)
1 0 CONTENTS

 

viii
170 KB
2

1

RESEARCH OBJECTIVES 1
337 KB
3 2 INTRODUCTION AND OVERVIEW 6
2,229 KB
4 3 SVM-GA BASED ARCHITECTURES 33
1,740 KB
5 4 NEAREST NEIGHBOR BASED ARCHITECTURES 67
3,883 KB
6 5 TIME SERIES PREDICTABILITY ANALYSIS 133
1,911 KB
7 6 CONCLUSION AND FUTURE DIRECTIONS 164
196 KB
8 7 BIBLIOGRAPHY 167
1,007 KB