Multivariate Time Series Data Transformation for Convolutional Neural Network

碩士 === 國立臺灣科技大學 === 工業管理系 === 106 === This thesis proposes a novel framework to encode time series data into two-dimensional images, and aggregate the images into one image for each batch of data. After transformation and aggregation, the images passed through a convolutional neural netw...

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Bibliographic Details
Main Authors: Chen-Yi YANG, 楊晨宜
Other Authors: Chao-Lung Yang
Format: Others
Language:en_US
Published: 2018
Online Access:http://ndltd.ncl.edu.tw/handle/sd989v