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Feb 2024 - Volume 15, Issue 1
Deadline: 15 Jan 2024
Publication: 20 Feb 2024
Apr 2024 - Volume 15, Issue 2
Deadline: 15 Mar 2024
Publication: 20 Apr 2024
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ABSTRACT
Title |
: |
Comparative analysis of Recurrent and Finite Impulse Response Neural Networks in Time Series Prediction |
Authors |
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Milos Miljanovic |
Keywords |
: |
time series, neural networks |
Issue Date |
: |
Feb-Mar 2012 |
Abstract |
: |
The purpose of this paper is to perform evaluation of two different neural network architectures used for solving temporal problems, i.e. time series prediction. The data sets in this project include Mackey-Glass, Sunspots, and Standard & Poor's 500, the stock market index. The study also presents a comparison study on the two networks and their performance. |
Page(s) |
: |
180-191 |
ISSN |
: |
0976-5166 |
Source |
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Vol. 3, No.1 |
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