SYSTEM AND METHOD FOR DETERMINING A STRUCTURED REPRESENTATION OF A FORM DOCUMENT UTILIZING MULTIPLE MACHINE LEARNING MODELS
Granted: May 11, 2023
Application Number:
20230147276
Systems and methods may be used to generate and use a structured form representation and structured metadata. The structured form representation and structured metadata may include information relevant to a particular context and may be used to update document templates, import new documents and update document versions into software, automate data entry for document completion, update records to include new and or updated information, and provide other functionality of an information…
MACHINE LEARNING PIPELINE FOR DOCUMENT IMAGE QUALITY DETECTION AND CORRECTION
Granted: May 11, 2023
Application Number:
20230141189
A computing system receives, from a client device, an image of a content item uploaded by a user of the client devices. The computing system divides the image into one or more overlapping patches. The computing system identifies, via a first machine learning model, one or more distortions present in the image based on the image and the one or more overlapping patches. The computing system determines that the image meets a threshold level of quality. Responsive to the determining, the…
SYSTEM AND METHOD FOR DETERMINING A STRUCTURED REPRESENTATION OF A FORM DOCUMENT UTILIZING MULTIPLE MACHINE LEARNING MODELS
Granted: May 11, 2023
Application Number:
20230147276
Systems and methods may be used to generate and use a structured form representation and structured metadata. The structured form representation and structured metadata may include information relevant to a particular context and may be used to update document templates, import new documents and update document versions into software, automate data entry for document completion, update records to include new and or updated information, and provide other functionality of an information…
MACHINE LEARNING PIPELINE FOR DOCUMENT IMAGE QUALITY DETECTION AND CORRECTION
Granted: May 11, 2023
Application Number:
20230141189
A computing system receives, from a client device, an image of a content item uploaded by a user of the client devices. The computing system divides the image into one or more overlapping patches. The computing system identifies, via a first machine learning model, one or more distortions present in the image based on the image and the one or more overlapping patches. The computing system determines that the image meets a threshold level of quality. Responsive to the determining, the…
GRADIENT BASED ANOMALY DETECTION SYSTEM FOR TIME SERIES FEATURES
Granted: May 4, 2023
Application Number:
20230137553
Systems and methods for identifying suspected anomalies in time series data are disclosed. An example method may receiving time series data for at least one quantity, the time series data including values of the at least one quantity at each of a plurality of times, determining a list of gradients for the time series data, each gradient in the list of gradients based on two or more values of the time series data separated by a specified number of values of the time series data, deriving…
GRADIENT BASED ANOMALY DETECTION SYSTEM FOR TIME SERIES FEATURES
Granted: May 4, 2023
Application Number:
20230137553
Systems and methods for identifying suspected anomalies in time series data are disclosed. An example method may receiving time series data for at least one quantity, the time series data including values of the at least one quantity at each of a plurality of times, determining a list of gradients for the time series data, each gradient in the list of gradients based on two or more values of the time series data separated by a specified number of values of the time series data, deriving…
MINIMIZING RISKS POSED TO ONLINE SERVICES
Granted: May 4, 2023
Application Number:
20230134689
A system receives a request for payment of a transaction between a vendor and a consumer, and sends a first request to a database associated with the online service for historical transactions and personal attributes of the vendor concurrently with sending a second request to a number of third-party services for credit information and personal attributes of the consumer. The system receives information responsive to the first and second requests from the database and the third-party…
MULTIPLE INPUT MACHINE LEARNING FRAMEWORK FOR ANOMALY DETECTION
Granted: May 4, 2023
Application Number:
20230132720
A method that includes extracting image features of a document image, executing an optical character recognition (OCR) engine on the document image to obtain OCR output, and extracting OCR features from the OCR output. The method further includes executing an anomaly detection model using features including the OCR features and the image features to generate anomaly score, and presenting anomaly score.
METRICS-BASED ON-DEMAND ANOMALY DETECTION
Granted: May 4, 2023
Application Number:
20230132670
A method for metrics-based anomaly detection involves receiving an anomaly analysis request for an asset and obtaining metrics associated with the asset. Each of the metrics includes time series data. The method further involves detecting that one of the metrics is a counter. The detection involves seasonally differencing the metric, obtaining a regression line by performing a linear regression on the metric, and determining that an angle of the regression line exceeds a predetermined…
HETEROGENEOUS GRAPH EMBEDDING
Granted: May 4, 2023
Application Number:
20230132448
A computer-implemented system and method for generating heterogeneous graph feature embeddings for feature learning and prediction. An application server may receive and process a plurality of feature datasets to generate a graph data structure comprising a plurality of interconnected transaction pairs. The application server processes the graph data structure to determine a first-order transaction pair corresponding to a maximum transaction frequency based on a user identifier; executes…
MINIMIZING RISKS POSED TO ONLINE SERVICES
Granted: May 4, 2023
Application Number:
20230134689
A system receives a request for payment of a transaction between a vendor and a consumer, and sends a first request to a database associated with the online service for historical transactions and personal attributes of the vendor concurrently with sending a second request to a number of third-party services for credit information and personal attributes of the consumer. The system receives information responsive to the first and second requests from the database and the third-party…
MULTIPLE INPUT MACHINE LEARNING FRAMEWORK FOR ANOMALY DETECTION
Granted: May 4, 2023
Application Number:
20230132720
A method that includes extracting image features of a document image, executing an optical character recognition (OCR) engine on the document image to obtain OCR output, and extracting OCR features from the OCR output. The method further includes executing an anomaly detection model using features including the OCR features and the image features to generate anomaly score, and presenting anomaly score.
METRICS-BASED ON-DEMAND ANOMALY DETECTION
Granted: May 4, 2023
Application Number:
20230132670
A method for metrics-based anomaly detection involves receiving an anomaly analysis request for an asset and obtaining metrics associated with the asset. Each of the metrics includes time series data. The method further involves detecting that one of the metrics is a counter. The detection involves seasonally differencing the metric, obtaining a regression line by performing a linear regression on the metric, and determining that an angle of the regression line exceeds a predetermined…
HETEROGENEOUS GRAPH EMBEDDING
Granted: May 4, 2023
Application Number:
20230132448
A computer-implemented system and method for generating heterogeneous graph feature embeddings for feature learning and prediction. An application server may receive and process a plurality of feature datasets to generate a graph data structure comprising a plurality of interconnected transaction pairs. The application server processes the graph data structure to determine a first-order transaction pair corresponding to a maximum transaction frequency based on a user identifier; executes…
AUGMENTING SEARCH RESULTS BASED ON RELEVANCY AND UTILITY
Granted: April 27, 2023
Application Number:
20230131872
Systems and methods for generating augmented search results are disclosed. An example method may be performed by one or more processors of a ranking system and include receiving a search query, generating, for each respective data asset of a plurality of data assets, a query relevancy score indicating a likelihood that the respective data asset is relevant to the search query, retrieving, for each of a number of potentially relevant data assets, a utility score indicating a likelihood…
GENERATING AND MODIFYIN CONTENT USING DATA STRUCTURES
Granted: April 27, 2023
Application Number:
20230131456
A content editor for generating content including root blocks and nested blocks is disclosed. The content editor can generate a deployment that includes the content. The content editor can generate user interface code configured to edit the content. The content editor can receive updates to the content and update the root blocks and nested blocks. The updated root blocks and nested blocks can be used to generate updated content for editing and/or can be deployed to end-users.
PRE-TRAINED CONTEXTUAL EMBEDDING MODELS FOR NAMED ENTITY RECOGNITION AND CONFIDENCE PREDICTION
Granted: April 27, 2023
Application Number:
20230129874
At least one processor may obtain a document comprising text tokens. The at least one processor may determine, based on a pre-trained language model, word embeddings corresponding to the text tokens. The at least one processor may determine, based on the word embeddings, named entities corresponding to the text tokens; and one or more accuracy predictions corresponding to the named entities. The at least one processor may compare the one or more accuracy predictions with at least one…
AUTOMATIC USER INTERFACE CUSTOMIZATION BASED ON MACHINE LEARNING PROCESSING
Granted: April 27, 2023
Application Number:
20230129557
A processor may receive a request to display a user interface (UI) for a user account. The processor may determine a context for the UI from information specific to the user account. The processor may select one of a plurality of UI elements based on the determining. In some embodiments, the selecting may include evaluating a value function taking the information specific to the user account and information about the context as inputs. The processor may cause the UI including the…
SYSTEMS AND METHODS FOR QUANTIFYING SAVED TIME
Granted: April 27, 2023
Application Number:
20230126845
Systems and methods for quantifying saved time during data entry.
AUTOMATED SEARCH AND PRESENTATION COMPUTING SYSTEM
Granted: April 13, 2023
Application Number:
20230113607
A method including transcribing, into digital tokens, utterances from a conversation between an agent and a person. The method also includes embedding the digital tokens into an utterances tensor including sequences of the digital tokens. The method also includes obtaining a metadata tensor by encoding metadata related to the utterances into the metadata tensor. The method also includes executing a machine learning model which takes, as input, the utterances tensor and the metadata…
