The approach described herein provides a novel means of determining the influence of sub-
components of raw input data on machine learning predictions. This is applied directly to the …

An information handling system may have a long short term memory (LSTM) that receives
Input/Output (I/O) parameters, and produces a prediction output by operation of a recursive …

Embodiments provide methods and systems for generating a plain-text explanation for a
prediction score associated with a record. An explanation generation system is configured to …

Techniques for interpreting a text classifier model are described. An exemplary method
includes receiving a request to interpret the text classifier; receiving input text to be used to …

Methods, systems, and apparatuses related to reducing network congestion by analyzing
data using a lightweight artificial intelligence (AI) layer prior to transmission are described …

US20220245344A1 - Generating and providing information of a service - Google Patents
US20220245344A1 - Generating and providing information of a service - Google Patents …

Methods, systems, and apparatuses related to reducing network congestion by analyzing
data using a lightweight artificial intelligence (AI) layer prior to transmission are described …

According to some embodiments, a system associated with predictive analytics may include
a data filter dictionary that stores a plurality of electronic data records based on prior input …