Category Archives: Machine Learning

Continuous Delivery for Machine Learning

Posted on November 3, 2019 by decisionmanagementcommunity

ThoughtWorks put out an article about Continuous Delivery for Machine Learning: “Machine Learning applications are becoming popular in our industry, however the process for developing, deploying, and continuously improving them is more complex compared to more traditional software, such as … Continue reading →

Posted in Architecture, Machine Learning | Leave a comment

DMN Can Execute Machine Learning Models

Posted on November 1, 2019 by decisionmanagementcommunity

Bruce Silver: “The ability to execute machine learning models is a standard feature of DMN.  From the start, the DMN spec said that in addition to the normal value expressions modeled in FEEL, decisions can execute machine learning models packaged … Continue reading →

Posted in Decision Modeling, DMN, Machine Learning, PMML, Standards | Leave a comment

Breakthrough in Google Search

Posted on October 28, 2019 by decisionmanagementcommunity

On Oct. 25 Pandu Nayak, Google Fellow and Vice President of Search, published an article “Understanding Searches Better Than Ever Before“.  “Search is about understanding language. The latest advancements from our research team in the science of language understanding–made possible … Continue reading →

Posted in Machine Learning, Natural Language Processing | Leave a comment

Chaining Machine Learning and Optimization Models

Posted on October 24, 2019 by decisionmanagementcommunity

In this article Nathan Brixius describes three relationships between optimization and machine learning: Optimization as a means for doing machine learning Machine learning as a means for doing optimization Using the results of machine learning as input data for an … Continue reading →

Posted in Decision Optimization, Machine Learning | Leave a comment

The essential complexity of software engineering

Posted on October 2, 2019 by decisionmanagementcommunity

In his Oct. 2, 2019 article Andrew Ng wrote: “Despite progress from typewriters to text editors, why is writing still hard to do? Because text editors don’t address the most difficult part: thinking through what you want to say. Programming … Continue reading →

Posted in Languages, Machine Learning, Software Development | Leave a comment

DARPA Explainable AI Program

Posted on September 1, 2019 by decisionmanagementcommunity

Defense Advanced Research Projects Agency Explainable AI (XAI) program:

Posted in Artificial Intelligence, Explanations, Machine Learning | Leave a comment

Undecidability in Machine Learning

Posted on July 8, 2019 by decisionmanagementcommunity

There are a number of technical maths questions that are known to be ‘undecidable’ when a statement cannot be proved either true or false using standard mathematical language. Recently a team of mathematicians proved that “Learnability can be Undecidable” where … Continue reading →

Posted in Discoveries, Machine Learning | Leave a comment

Association Rule Mining

Posted on June 24, 2019 by decisionmanagementcommunity

Users who bought this… Also bought this…‘ can be considered as the statement of this generation. There is not a single shopping application not showcasing this feature to gain more from the buyers. We humans always look for more similar … Continue reading →

Posted in Data Science, Machine Learning | Leave a comment

Google Research Football: A Novel Reinforcement Learning Environment

Posted on June 7, 2019 by decisionmanagementcommunity

Today Google Research announced the release of the Football Environment, a novel Reinforcement Learning (RL) environment where agents aim to master the world’s most popular sport—football (soccer). Modeled after popular football video games, the Football Environment provides a physics based … Continue reading →

Posted in Artificial Intelligence, Machine Learning | Leave a comment

Optimization and Machine Learning with Excel Online

Posted on May 22, 2019 by decisionmanagementcommunity

Frontline Systems has released Analytic Solver® V2019, a SaaS (software as a service) cloud and desktop platform that offers Excel-savvy business analysts point-and-click tools to create predictive and prescriptive analytics models themselves, without needing expert data scientists or programmers. Both … Continue reading →

Posted in Decision Optimization, Machine Learning, Products | Leave a comment