Mapped Inc.

Jose Vazquez-canteli

Jason Koh

Disclosed are methods and systems for predicting relationships between points in automated environments by retrieving a plurality of data points from a plurality of data sources associated with an automated environment, wherein the plurality of data points comprises timeseries data structure; detecting a plurality of events based on the plurality of data points, wherein an event of the plurality of data points is indicative of an anomaly reading of one or more states associated with the plurality of data sources; generating a correlation matrix of events across the plurality of data points; suppressing non-physical relation factors in the correlation matrix by normalization to generate a normalized matrix; and clustering the data points based on the normalized matrix, wherein the clustered data points represent the data points belonging to a same data source.

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Honolulu, HI, United States of America

Jose Vazquez-canteli