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METHOD FOR AUTOMATICALLY IDENTIFYING SIGNALS OR PATTERNS IN TIME SERIES DATA BY TREATING SERIES AS IMAGE
METHOD FOR AUTOMATICALLY IDENTIFYING SIGNALS OR PATTERNS IN TIME SERIES DATA BY TREATING SERIES AS IMAGE
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机译:通过将序列作为图像进行处理来自动识别时间序列数据中的信号或图案的方法
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摘要
A method for using images that represent time-series data to forecast future images depicting future values as pixelated information is provided. The method includes: receiving a first set of time-series data; converting the received first set of time-series data into a first image; and using the first image to forecast a future image depicting future values as pixelated information that corresponds to a future time interval Training sets of time-series data are used to generate historical data that provides input to a machine learning algorithm, which provides, as an output, a composite image that depicts the future values as pixelated information that reflects associated uncertainties in the value predictions.
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