A Hybrid Algorithm for Forecasting Financial Time Series Data Based on DBSCAN and SVR

Financial prediction is an important research field in financial data time series mining. There has always been a problem of clustering massive financial time series data. Conventional clustering algorithms are not practical for time series data because they are essentially designed for static data....

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Bibliographic Details
Main Authors: Mengxing Huang, Qili Bao, Yu Zhang, Wenlong Feng
Format: Article
Language:English
Published: MDPI AG 2019-03-01
Series:Information
Subjects:
Online Access:http://www.mdpi.com/2078-2489/10/3/103