Explaining machine learning models by tracked behavioral latent features

SM Zoldi, C An - US Patent 11,049,012, 2021 - Google Patents
A system and method to explain model behavior, which can benefit not only those seeking to
meet regulatory requirements when using machine learning models but also help guide …

Facilitating machine-learning and data analysis by computing user-session representation vectors

B Krishnamurthy, P Gupta, N Kumari… - US Patent …, 2020 - Google Patents
Disclosed systems and methods generate user-session representation vectors from data
generated by user interactions with online services. A transformation application executing …

System and methods for iterative synthetic data generation and refinement of machine learning models

E Kursun - US Patent 11,531,883, 2022 - Google Patents
Embodiments of the present invention provide an improve ment to convention machine
model training techniques by providing an innovative system, method and computer pro …

Behavior analysis using distributed representations of event data

K Chen, M Carpenter, S Xiong, H Shan, H Li… - US Patent …, 2021 - Google Patents
The features relate to artificial intelligence directed detection of user behavior based on
complex analysis of user event data including language modeling to generate distributed …

Predicting online electronic attacks based on other attacks

Y Shafet, B Wardman, I Chernyakov - US Patent 11,178,169, 2021 - Google Patents
An indication is received that a first online platform has undergone/is undergoing a first
electronic attack made by one or more actors engaged in online malicious actions with the …

Identity security architecture systems and methods

A Kennedy, B Hjelm, J Jarvinen, T Stambaugh… - US Patent …, 2021 - Google Patents
Embodiments of various systems and methods described herein provide an identity security
database analytics system which is configured to provide security alerts to a user. The …

Bias prediction and categorization in financial tools

K Furbish, N Ranganathan, A Dibner-dunlap… - US Patent …, 2022 - Google Patents
A processor may obtain financial data for a user. The processor may process the financial
data to generate feature data indicative of at least one feature. The processor may compare …

Predicting a future behavior by applying a predictive model to embeddings representing past behaviors and the future behavior

S Moon, X Wu - US Patent App. 16/024,310, 2023 - Google Patents
Historical behaviors of users of products or services are often tracked to guide
product/service improvement or produce a desired outcome. While analysis of historical …

System and architecture for electronic fraud detection

N Coleman, L Laudorn, RM Boileau - US Patent 11,436,606, 2022 - Google Patents
Embodiments of an electronic fraud analysis platform system are disclosed which may be
used to analyze tax returns for potential fraud. Analysis of tax return data using the tax return …

Identity security architecture systems and methods

A Kennedy, B Hjelm, J Jarvinen, T Stambaugh… - US Patent …, 2023 - Google Patents
US11580259B1 - Identity security architecture systems and methods - Google Patents
US11580259B1 - Identity security architecture systems and methods - Google Patents Identity …