Patent · US Active

Combining multivariate time-series prediction with motif discovery

US8972308B2 · kind B2 · utility

4Cited by

1References

15Claims

0Family size

Assignee

HEWLETT-PACKARD DEVELOPMENT COMPANY, L.P. · US

Inventors

Ming C. Hao · Palo Alto, US
Umeshwar Dayal · Saratoga, US
Manish Marwah · Palo Alto, US
Daniel Keim · Steißlingen, DE
Halldor Janetzko · Konstanz, DE

Key dates

Filing date	Oct 31, 2011
Grant date	Mar 3, 2015
Priority date	—
Expiry date	Nov 23, 2032

Classification

Technology area (CPC G)Physics
CPC primaryG06F2218/16
WIPO fieldComputer technology
WIPO sectorElectrical engineering

Abstract

Multivariate time-series prediction is combined with motif discovery. Multivariate time-series prediction is performed on measured (past) data points to generate or determine predicted data points. One or more motifs are discovered or determined within the combined measured data points and the predicted data points. The motifs within the measured data points are associated with the motifs within the predicted data points to permit inferences of the motifs within the measured data points to be applied to the motifs within the predicted data points. The measured data points, the predicted data points, and the motifs are displayed. User interaction with this display of the measured data points, the predicted data points, and the motifs is permitted.

Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.