Shopping recommendations in PMML.

In previous posts (PMML revisited and Predictions in Kogito) we had a glance at how a PMML engine has been implemented inside Drools/Kogito ecosystem....

Gabriele Cardosi July 7, 2021

Autotuning LIME explanations with few predictions

Tuning algorithms, especially when machine learning is involved is often a tricky business. In this post we present an optimization based technique to...

Tommaso Teofili June 15, 2021

Getting started with TrustyAI in only 15 minutes

Hi Kogito folks, In the previous blogposts we demonstrated how to deploy a Kogito service together with the TrustyAI infrastructure on an OpenShift cl...

Jacopo Rota May 26, 2021

Model fairness with partial dependence plots

In this post we use PDPs to visualize potential fairness concerns in a machine learning model.

Tommaso Teofili May 4, 2021

A Genetic Algorithm with Trusty PMML

Recently, I've stumbled upon this interesting article and paired project about a Genetic Algorithm. Then, I've asked myself if somehow the features of Trusty PMML could be meaningfully used inside such context.

Gabriele Cardosi March 15, 2021

Predictions in Kogito: PMML endpoints with OpenAPI

Recently, a new feature has been added to implement OpenAPI usage in PMML-specific rest-endpoints created by the Kogito framework, for both Quarkus and Springboot environments.

Gabriele Cardosi February 25, 2021

Event-driven decisions with Kogito

Kogito event-driven decisions addon: a component that enables the evaluation of decision models in an event-driven fashion.

Alessandro Costa February 17, 2021

How to integrate your Kogito application with TrustyAI – Part 3

In the second part of the blog series https://blog.kie.org/2020/12/how-to-integrate-your-kogito-application-with-trustyai-part-2.html we showed how to...

Jacopo Rota December 18, 2020

TrustyAI meets Kogito: decision monitoring

In this article, we introduce the metrics monitoring add-on for Kogito. This add-on is part of the TrustyAI initiative already introduced in the previ...

Jacopo Rota July 1, 2020

TrustyAI Introduction

Have you ever used a machine learning (ML) algorithm and been confused by its predictions? How did it make this decision? AI-infused systems are incre...

Rebecca Whitworth June 10, 2020

PMML revisited

Hi folks! The beginning of this year brings with it the initiative to re-design the Drools PMML module. In this post I will describe how we are going ...

Gabriele Cardosi February 20, 2020

Mythic Game Project Addition Artificial Intelligence and Quest System Components (Christopher Alan Ballinger)

Google Alerts brought this extensive masters paper to my attention, by Christopher Alan Ballinger. The paper explains what expert systems are and has ...

Mark Proctor January 10, 2011