Discovering Time-Series Building Blocks Using the ‘Significance Engine’

This paper presents a time-series prediction framework called the “Significance Engine” which contributes to the area of time-series prediction by presenting a novel, noise resistant mechanism that combines together the techniques of Takens' Theorem and dynamic self-organising maps. It is built...

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Bibliographic Details
Main Authors: James S. Bryers, Souheil A. Khaddaj, Martin J. Tunnicliffe
Format: Article
Language:English
Published: SAGE Publishing 2009-06-01
Series:Journal of Algorithms & Computational Technology
Online Access:https://doi.org/10.1260/174830109787913994