SYSTEM AND METHOD FOR ANOMALY DETECTION IN DYNAMICALLY EVOLVING DATA USING HYBRID DECOMPOSITION

Patent №

US 10,148,680

Granted

2018-12-04

Filed 2016

Owner

Lab

AI components

5

ml · vision · kr · planning · hardware

Assignment

None on record

Dataset

AIPD

2023_r1 edition

Application

15183102

A computer program product for performing anomaly detection, a detected anomaly being indicative of an undesirable event, the computer program product comprising a non-transitory tangible storage medium readable by a processing circuit and storing instructions for execution by the processing circuit for performing a method comprising receiving data comprising a plurality m of multidimensional datapoints (MDDPs), each data point having n features, constructing a dictionary D based on the received data, embedding dictionary D into a lower dimension embedded space and classifying, based in the lower dimension embedded space, an MDDP as an anomaly or as normal.

AI classification

AI hardware1.00
Vision1.00
Knowledge representation1.00
Machine learning1.00
Planning0.62
Natural language0.18
Speech0.00
Evolutionary computation0.00
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