CROSS-DOMAIN TIME SERIES DATA CONVERSION APPARATUS, METHODS, AND SYSTEMS
First Claim
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1. A method comprising:
- receiving a first time series of a first type of data;
storing the first time series of the first type of dataencoding the first time series of the first type of data as a first distributed representation for the first type of data;
converting the first distributed representation to a second distributed representation for a second type of data which is different from the first type of data; and
decoding the second distributed representation for the second type of data as a second time series of the second type of data.
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Abstract
Apparatus, methods, and systems for cross-domain time series data conversion are disclosed. In an example embodiment, a first time series of a first type of data is received and stored. The first time series of the first type of data is encoded as a first distributed representation for the first type of data. The first distributed representation is converted to a second distributed representation for a second type of data which is different from the first type of data. The second distributed representation for the second type of data is decoded as a second time series of the second type of data.
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Citations
20 Claims
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1. A method comprising:
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receiving a first time series of a first type of data; storing the first time series of the first type of data encoding the first time series of the first type of data as a first distributed representation for the first type of data; converting the first distributed representation to a second distributed representation for a second type of data which is different from the first type of data; and decoding the second distributed representation for the second type of data as a second time series of the second type of data. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15)
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16. An apparatus comprising:
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a data collection device configured to collect a first type of data over a period of time; a memory configured to store time series data collected by the data collection device; an encoder configured to convert the first time series of the first type of data into a first distributed representation for the first type of data; a data type converter configured to convert the first distributed representation into a second distributed representation for a second type of data which is different from the first type of data; and a decoder configured to convert the second distributed representation for the second type of data into a second time series of the second type of data. - View Dependent Claims (17, 18)
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19. An apparatus comprising:
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a memory configured to store time series data collected by a data collection device and distributed representation data; a first encoder configured to convert a first time series of the first type of data into a first distributed representation for the first type of data; a first decoder configured to convert the first distributed representation for the first type of data into the first time series of the first type of data; a first data type converter configured to convert the first distributed representation into a second distributed representation for a second type of data which is different from the first type of data; a second data type converter configured to convert the second distributed representation into the first distributed representation; a second encoder configured to convert a second time series of the second type of data into the second distributed representation for the second type of data; a second decoder configured to convert the second distributed representation for the second type of data into the second time series of the second type of data; a third data type converter configured to convert the first distributed representation into a third distributed representation for a third type of data which is different from the first type of data and the second type of data; a fourth data type converter configured to convert the third distributed representation into the first distributed representation; a third encoder configured to convert a third time series of the third type of data into the third distributed representation for the third type of data; and a third decoder configured to convert the third distributed representation for the third type of data into the third time series of the third type of data. - View Dependent Claims (20)
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Specification