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:
May. 07, 2024

Filed:

Nov. 08, 2017
Applicant:

Sparkbeyond Ltd, Netanya, IL;

Inventors:

Meir Maor, Netanya, IL;

Ron Karidi, Herzeliya, IL;

Sagie Davidovich, Zichron Yaakov, IL;

Guy Shaked, Tel Aviv, IL;

Assignee:

SPARKBEYOND LTD, Netanya, IL;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 16/29 (2019.01); G06F 17/18 (2006.01); G06F 18/214 (2023.01); G06N 5/022 (2023.01); G06N 5/045 (2023.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06N 5/022 (2013.01); G06F 16/29 (2019.01); G06F 17/18 (2013.01); G06F 18/214 (2023.01); G06N 5/045 (2013.01); G06N 20/00 (2019.01);
Abstract

A method, apparatus and product for automatic hypothesis generation using geospatial data. A labeled dataset and an auxiliary dataset are obtained. Instances comprise geospatial attributes. Hypothesis generation is performed automatically based on the labeled dataset. For each labeled instance, one or more auxiliary instances are selected from the auxiliary dataset based on a geospatial relation between the geospatial attribute of the labeled instance and the geospatial attribute of the auxiliary instance. Based on the selected auxiliary instances, one or more new attributes are computed and added to the labeled instance.


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