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Keyword: BIRCHOpen AccessArticle
10 Pages, 2,431 KB 
A novel model for Time-Series Data Clustering Based on piecewise SVD and BIRCH for Stock Data Analysis on Hadoop Platform
Abstract:
With the rapid growth of financial markets, analyzers are paying more attention on predictions. Stock data are time series data, with huge amounts. Feasible solution for handling the increasing amount of data is to use a cluster for parallel processing, and Hadoop parallel computing platform is a typical representative. There are various statistical models for…
Read More(This article belongs to the Special issue on Recent Advances in Engineering Systems 2017 & Section Interdisciplinary Applications of Computer Science (CSI))