A Time Series Forecasting Method

This paper proposes a novel time series forecasting method based on a weighted self-constructing clustering technique. The weighted self-constructing clustering processes all the data patterns incrementally. If a data pattern is not similar enough to an existing cluster, it forms a new cluster of it...

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Bibliographic Details
Main Authors: Wang Zhao-Yu, Lin Yu-Chun, Lee Shie-Jue, Lai Chih-Chin
Format: Article
Language:English
Published: EDP Sciences 2017-01-01
Series:ITM Web of Conferences
Online Access:https://doi.org/10.1051/itmconf/20171203008