Using Rule Learner to Identify Unfriendly Robots
In this post I will describe how to use just published Rule Learner to solve the DMCommunity Jan-2019 Challenge. Cyber police has these images of Unfriendly and Friendly Robots:…
Topic
Decision Management
161 posts
New Rule Learner for Ever-Learning Decision-Making Systems
OpenRules, Inc. was among first BR vendors who introduced the integrated Machine Learning and Business Rules approach back in 2007. Over the years, our Rule Learner was…
Using Templates to Create Domain-Specific Decision Tables
While DMN-like decision tables are powerful enough to represent business logic for many practical problems, in the real world our customers frequently define new types of decision…
Incorporating Optimization Engines in Business Decision Models
On June 30 I will present "Developing Decision Optimization Microservices for Real-World Decision-Making Applications" at DecisionCAMP-2020. Preparing my presentation, I thought…
OpenRules: Enhanced Testing Capabilities
Let’s look how the release 8.2.0 enhanced OpenRules testing capabilities by extending tables of the type "DecisionTest" with new columns: ActionDefine ActionActive ActionComment.…
Decision Model Execution: Improved Explanations
Traditionally when we ran an OpenRules-based decision model using a script "test.bat", a user received an execution protocol on the console view, a "black" screen. While it showed…
OpenRules: Performance goes 10x Up, Cost goes 10x Down!
Congratulations to our development team and our customers! OpenRules Decision Manager 8.1.2 is out and it comes with two big good news: PERFORMANCE UP. Now OpenRules supports a…
Deploying Decision Models to AWS EC2 Instance
You may find many ways to configure an AWS EC2 Instance and deploy an executable jar-file to this instance. To configure an AWS EC2 Instance you should go through several steps…
Packaging Decision Models into an Executable JAR
OpenRules business decision models can be deployed as a RESTful web service with a single click effectively utilizing SpringBoot and Maven – read how to do it here. In this post…
Deploying Decision Models as AWS Lambdas
OpenRules business decision models can be deployed as operational decision services utilizing the Serverless architecture provided by AWS. Deploying your decision models as AWS…
Regression Testing
OpenRules Decision Manager 8.1.0 supports regression testing to confirm that a recent change has not adversely affected existing features of multiple decision models. Regression…
Debugging Business Decision Models
OpenRules Decision Manager 8.1.0 includes a special Rule Debugger that allows business users to debug their decision models while they are being executed. The debugger stops…