VEHICLE DATA MINING BASED ON VEHICLE ONBOARD ANALYSIS AND CLOUD-BASED DISTRIBUTED DATA STREAM MINING ALGORITHM
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United States of America Patent
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Issued Date -
Feb 4, 2016
app pub date -
Dec 30, 2014
filing date -
Dec 31, 2013
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Abandoned
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Abstract
The present invention relates to a system and method for performing vehicle onboard analysis on the data associated with the vehicle and implementing a cloud-based distributed data stream mining algorithm for detecting patterns from vehicle diagnostic and correlating the pattern with the contextual data. The system applies the distributed data mining algorithms for mining the results of the vehicle onboard analytics sent over the wireless network to the server and correlates the analyzed data with the contextual data of the vehicle. The system extracts performance patterns from data, builds predictive models from vehicle diagnostic, and correlates the predicted model with the business process using state of the art link analysis techniques.
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