Machine learning selection of images
Granted: December 17, 2024
Patent Number:
12169520
A method including receiving an input and embedding the input into a first data structure that defines first relationships among images and texts. The method also includes comparing the first data structure to an index including a second data structure that defines second relationships among pre-determined texts and pre-determined images. The method also includes returning a subset of images from the pre-determined images. The subset includes those images in the pre-determined images for…
Text feature guided visual based document classifier
Granted: December 10, 2024
Patent Number:
12164545
A visual-based classification model influenced by text features as a result of the outputs of a text-based classification model is disclosed. A system receives one or more documents to be classified based on one or more visual features and provides the one or more documents to a student classification model, which is a visual-based classification model. The system also classifies, by the student classification model, the one or more documents into one or more document types based on one…
Display device with graphical user interface having a strategy card
Granted: December 10, 2024
Patent Number:
D1053897
Personalized messaging and configuration service
Granted: December 3, 2024
Patent Number:
12158920
A method converts a request received from a client application to a query by a serverless function operating on a virtual machine instance provisioned responsive to the request. The query is transmitted to an application database corresponding to the client application. A result is received from the application database. The result is converted into a response and the response is transmitted to the client application in response to the request. Display of the client application is…
Assessment of user price sensitivity
Granted: November 26, 2024
Patent Number:
12154121
Systems and methods for assessment of user price sensitivity using a predictive model are disclosed. An example method may be performed by one or more processors of a retention system and include retrieving traversal sequences including lists of pages users accessed prior to price notifications, labeling the traversal sequences based on whether users terminated sessions upon the notifications, transforming the traversal sequences into graphs based on identifiers assigned to the pages and…
Use of semantic confidence metrics for uncertainty estimation in large language models
Granted: November 26, 2024
Patent Number:
12153892
A method includes receiving a user input including natural language text. The method also includes generating modified inputs from the user input. The method also includes executing a machine learning model on the modified inputs to generate model outputs. The method also includes sampling the model outputs using a statistical sampling strategy to generate sampled model outputs. The method also includes clustering the sampled model outputs into clusters. The method also includes…
Generating anomaly-detection rules for communication protocols
Granted: November 26, 2024
Patent Number:
12153890
A method and system for generating anomaly-detection rules for communication protocols are provided. The method includes receiving communication data; constructing at least one N-gram from the received communication data; analyzing the at least one N-gram by comparing the constructed at least one N-gram with a repository of N-gram analyses to identify conditional probabilities of certain characteristics; and generating anomaly-detection rules based on the N-gram analysis.
Feature pruning and algorithm selection for machine learning
Granted: November 19, 2024
Patent Number:
12147884
This disclosure provides systems, methods and apparatuses for machine learning. In some implementations, a pre-processing system may identify one or more special features in an input dataset and may generate one or more pruned datasets, respectively, based on the identified special features. The pre-processing system maps each of the pruned datasets to one or more predictions and selectively removes the values associated with one or more special features from the input dataset based on…
Framework for transaction categorization personalization
Granted: November 19, 2024
Patent Number:
12148048
A method utilizes a framework for transaction categorization personalization. A transaction record is received. a baseline model is selected from a plurality of machine learning models. An account identifier, corresponding to the transaction record using the baseline model, is selected. The account identifier for the transaction record is presented.
Personalized transaction categorization
Granted: November 19, 2024
Patent Number:
12148047
A method performs personalized transaction categorization. A transaction record is received, by a server application. In a first stage, sparse raw features are extracted from a transaction record of a transaction and converted into a transaction vector including dense features. In a second stage, the transaction vector is classified into a customized chart of accounts using the dense features to generate adapter model output. The method further includes selecting, an account identifier,…
Automated user experience orchestration using natural language based machine learning techniques
Granted: November 19, 2024
Patent Number:
12147883
Certain aspects of the present disclosure provide techniques for orchestrating a user experience using natural language input. A user experience is orchestrated within an ecosystem of features for which a plurality of corresponding tokens is defined. Natural language describing a desired user experience result is received by a user experience orchestrator. A sequence of tokens corresponding to operations belonging to an ecosystem of features which produce a correct result for the natural…
Managing search engines based on search perform metrics
Granted: November 19, 2024
Patent Number:
12147485
Certain aspects of the present disclosure provide techniques for managing a search engine based on search performance metrics. An example method generally includes dividing a set of search history data into a first subset of search history data and a second subset of search history data. The first subset of data is associated with interaction with search results, and the second subset of data is associated with non-interaction with search results. A first quality score is generated for…
Dataset ranking based on composite score
Granted: November 12, 2024
Patent Number:
12141154
A method implements a dataset rank metric for measuring dataset relevance. Metadata is identified for a plurality of datasets. A graph structure is generated in storage. The graph structure includes a multitude of nodes connected by a multitude of edges. Each node of the multitude of nodes representing a respective dataset of a multitude of datasets, the multitude of edges connecting the multitude of nodes according to a data lineage determined from metadata of the multitude of datasets.…
Hybrid bi-directional user experience between multiple stacks
Granted: November 5, 2024
Patent Number:
12137146
A system and method that leverage a hybrid bi-directional user experience system that bi-directionally transfers an application session between a first application and a migrated application based on the availability of application features in the migrated application stack.
Systems and methods for workflow based application testing in cloud computing environments
Granted: November 5, 2024
Patent Number:
12135639
A testing system and method for testing application code against various failure scenarios. The testing system and method generate a test workflow including test source code implementing a series of actions that affect an application component and or an infrastructure component included in application code. The testing system and method execute the test workflow to determine the performance of the application code during one or more failure scenarios caused by the series of actions…
Bi-directional federation link for seamless cross-identity SSO
Granted: October 29, 2024
Patent Number:
12132721
A federation link is used to facilitate bi-directional identity federation between software applications. The federation link is created to include user and account identity information for software applications having respective authentication providers. The federation link is created by one of the software applications and shared, for example, with the authentication provider of the other software application. The federation link can be utilized by both software applications to…
Methods systems and articles of manufacture for modifying user interaction with online banking site
Granted: October 29, 2024
Patent Number:
12131303
Data of prior online banking sessions is logged or stored and analyzed to identify online banking action patterns and pages or screens of an online banking website used to execute the actions. User profile data associated with executed actions is also identified. User profile data may involve the computing device used to access the site, location and/or temporal data such as date, time and frequency. When profile data of a current online banking session is received, rules dictating how…
Smart and optimized data loader
Granted: October 29, 2024
Patent Number:
12131193
A method for controlling software agent workers for migrating data between databases. The method monitors resource utilization of at least one of the databases during the migration of the data and compares the monitored resource utilization to a desired resource utilization range. When the comparison indicates that the monitored resource utilization is less than the desired resource utilization range, the method additively deploys additional software agent workers. When the comparison…
Pre-trained contextual embedding models for named entity recognition and confidence prediction
Granted: October 29, 2024
Patent Number:
12131122
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…
Method and transaction tracking service for surfacing rule-creation actions
Granted: October 22, 2024
Patent Number:
12125098
A transaction tracking service (TTS). The TTS includes a transaction repository configured to store transaction records organized within a transaction groups. The TTS also includes a computer processor operatively connected to the transaction repository. The computer processor is configured to execute instructions to make a first determination that a first transaction record of the plurality of transaction records is unassigned, generate, based on the first determination, an unassigned…
