Near real-time detection and classification of machine anomalies using machine learning and artificial intelligence

B Bhattacharyya, S Friedman, C King… - US Patent App. 16 …, 2020 - Google Patents
A method of determining anomalous operation of a system includes: capturing a stream of
data representing sensed (or determined) operating parameters of the system over a range …

Detection and use of anomalies in an industrial environment

BF Katz, M Peysakhov - US Patent 11,551,111, 2023 - Google Patents
Hamilton Sanders LLP (57) ABSTRACT A method for predicting variables of interest related
to a system includes collecting one or more sensor streams over a time period from sensors …

Comparing unsupervised algorithms for anomaly detection

AF Tauschinsky, R Meusel, O Frendo - US Patent 10,749,881, 2020 - Google Patents
Methods, systems, and computer-readable storage media for ranking anomaly detection
algorithms, including operations of receiving a set of unlabeled data from one or more …

System and method for anomaly detection with root cause identification

A Umakanth, BT Adiboina, S Singh, P Shah - US Patent 11,265,205, 2022 - Google Patents
A computer device may include a processor configured to obtain key performance indicator
(KPI) values for KPI parameters associated with at least one device and compute a set of …

System and method for anomaly detection with root cause identification

A Umakanth, BT Adiboina, S Singh, P Shah - US Patent 11,627,033, 2023 - Google Patents
2022-01-26 Assigned to VERIZON PATENT AND LICENSING INC. reassignment VERIZON
PATENT AND LICENSING INC. ASSIGNMENT OF ASSIGNORS INTEREST (SEE …

Scalable generation of multidimensional features for machine learning

PA Kumar, NS Nair, RR Rastogi - US Patent 11,295,229, 2022 - Google Patents
An approximate count of a subset of records of a data set is obtained using one or more
transformation functions. The subset comprises records which contain a first value of one …

Face detection method and apparatus, computer device, and storage medium

X Wang, B Li - US Patent 11,816,925, 2023 - Google Patents
A face detection method for a computer device includes: obtaining a to-be-detected image;
obtaining an initial shape of a current regression tree in a pre-constructed probability …

Face detection method and apparatus, computer device, and storage medium

X Wang, B Li - US Patent 11,080,565, 2021 - Google Patents
A face detection method for a computer device includes: obtaining a to-be-detected image;
obtaining an initial shape of a current regression tree in a pre-constructed probability …

Traffic analytics service for telemetry routers and monitoring systems

R Rantzau, X Huang, P Kamath, D Dutta - US Patent 10,637,756, 2020 - Google Patents
In one embodiment, a service converts a stream of network telemetry data into sketches. The
stream of network telemetry data comprises a plurality of characteristics of traffic observed in …

Predicting variables where a portion are input by a user and a portion are predicted by a system

R Kawahara, T Osogami - US Patent 11,281,747, 2022 - Google Patents
A method is presented for predicting values of multiple input items. The method includes
allowing a user to select a first set of variables and input first values therein and predicting …