Annahme von Ki-Fähiger Entscheidungsunterstützung in Expertensystemen

Details

Veröffentlichungs-Nr.

EP4779536

Anmeldetag

21. Januar 2025

Veröffentlichung

22. Juli 2026

Rechtsraum

EP

Abstract

A computer implemented method is presented, the method comprising: collecting feature data comprising a plurality of features, each feature associated with a model of one or more models and a value; generating a machine learning model by performing feature selection on the feature data to select a chosen feature space comprising a subset of the plurality of features, wherein the subset of the plurality of features comprises one or more additional feature, wherein the value associated with each of the one or more additional feature in the chosen feature space is set to zero; training the machine learning model using the one or more values associated with the one or more features of the subset of the plurality of features; detecting a user initiated change affecting the chosen feature space. The method further comprises, in response to detecting the user initiated change affecting the chosen feature space: identifying one or more relevant features of the plurality of features; determining if at least one of the one or more relevant features is an unseen feature and performing either partial or full retraining based on the determination. The retrained model can then be applied in classifying the feature data.

Anmelder

Firma

Trimble Inc

Land

🇺🇸 USA