The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Feb. 14, 2017

Filed:

Jun. 06, 2013
Applicant:

Hewlett-packard Development Company, L.p., Fort Collins, CO (US);

Inventors:

Ming C Hao, Palo Alto, CA (US);

Halldor Janetzko, Konstanz, DE;

Manish Marwah, Palo Alto, CA (US);

Umeshwar Dayal, Saratoga, CA (US);

Meichun Hsu, Los Altos Hills, CA (US);

Daniel Keim, Steisslingen, DE;

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06T 11/20 (2006.01); G01R 13/02 (2006.01); G06Q 50/06 (2012.01); G01D 4/00 (2006.01);
U.S. Cl.
CPC ...
G01R 13/02 (2013.01); G01D 4/004 (2013.01); G06Q 50/06 (2013.01); Y02B 90/242 (2013.01); Y02B 90/245 (2013.01); Y02B 90/246 (2013.01); Y04S 20/322 (2013.01); Y04S 20/40 (2013.01); Y04S 20/42 (2013.01); Y04S 20/46 (2013.01);
Abstract

Example embodiments relate to providing visual analytics of spatial time series data. In example embodiments, sensors may be located at regions within a building for collecting sensor data at regular time intervals. A sensor hierarchy can be generated including sensor nodes that are hierarchically arranged according to a physical infrastructure of the building, where each of the sensor nodes corresponds to a sensor. Sensor data can be obtained from the sensors, and a pixel calendar tree can be generated based on the sensor data and the sensor hierarchy, where the pixel calendar tree is recursively subdivided into tree portions according to a proportion of the sensor data attributable to each of the sensors. The pixel calendar tree can be displayed, where each of the tree portions includes time series sensor data of a corresponding region that is generated based on the sensor data.


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