Category Archives: Machine Learning

Bob Moore: building a learning model is a learning process in itself

Posted on May 30, 2020 by decisionmanagementcommunity

Dr. Bob Moore accepted our Jan-2020 Challenge “Nim” and provided a very interesting machine learning solution. He applied a self-learning approach by playing games in which both players use the latest learned strategies that are being constantly improved. In a … Continue reading →

Posted in Challenges, Machine Learning | Leave a comment

Undecidability

Posted on April 29, 2020 by decisionmanagementcommunity

Walid Saba pointed to the article “Machine learning leads mathematicians to unsolvable problem” that states that a simple artificial-intelligence problem puts researchers up against a logical paradox discovered by Kurt Gödel. “The undecidability in the latest results points to what … Continue reading →

Posted in Artificial Intelligence, Machine Learning | Leave a comment

An “Embarrassing” Challenge for ML/DL experts

Posted on April 25, 2020 by decisionmanagementcommunity

Walid Saba published “An Embarrassing Challenge“. He states that it would be no problem for a 4-year old to point to the teacher and to the mother on these pictures: But can an ML/DL algorithm recognize who is who? Link

Posted in Artificial Intelligence, Machine Learning | Leave a comment

Adding human reviews to machine learning applications

Posted on April 25, 2020 by decisionmanagementcommunity

On April 24 Amazon announced the general availability of Augmented Artificial Intelligence (A2I), a fully managed service that makes it easy to add human review to machine learning predictions to improve model and application accuracy by continuously identifying and improving … Continue reading →

Posted in Human-Machine Interaction, Machine Learning | Leave a comment

Can analytics predict epidemics?

Posted on January 29, 2020 by decisionmanagementcommunity

Angrew Ng published an interesting article “Stopping Coronavirus” in his Jan 29 issue of The Batch. It talks about a Canadian company that analyzes online information to predict epidemics spotted the upsurge in coronavirus at least a week ahead of … Continue reading →

Posted in Machine Learning | 1 Comment

Deep Learning State of the Art (2020)

Posted on January 23, 2020 by decisionmanagementcommunity

Lex Fridman gave a lecture on recent developments in deep learning and AI, and hopes for 2020 as a part of the MIT Deep Learning Lecture Series. Watch

Posted in Artificial Intelligence, Machine Learning | Leave a comment

Evaluating Machine Learning Models

Posted on January 16, 2020 by decisionmanagementcommunity

KDnuggets’s post “Idiot’s Guide to Precision, Recall, and Confusion Matrix” provides an intuitive explanation of how to evaluate Classification models. “Building Machine Learning models is fun, but making sure we build the best ones is what makes a difference. Follow … Continue reading →

Posted in Machine Learning | Leave a comment

Learning to Learn

Posted on January 4, 2020 by decisionmanagementcommunity

We humans have the unique ability to learn from any situation or surrounding. We adapt our learning. We can figure out how we can learn. To acquire this kind of flexibility in learning, AI needs to have an effective and … Continue reading →

Posted in Artificial Intelligence, Machine Learning | Leave a comment

How Digital Decisioning drives AI and ML Success

Posted on December 19, 2019 by decisionmanagementcommunity

James Taylor published an article “How to Succeed with AI & ML in 2020“: “It’s clear that Artificial Intelligence (AI) and Machine Learning (ML) are going to have a huge impact on businesses in the coming years. Yet most companies … Continue reading →

Posted in Artificial Intelligence, Decision Modeling, Machine Learning | Leave a comment

Dichotomy between Machine Learning and Business Rules

Posted on December 2, 2019 by decisionmanagementcommunity

Prof. Hafedh Mili published an article “On the fallacy of the dichotomy between analytics/machine learning, and business rules“. The main points are: We have been there before Business rules rely on analytics If you need to explain your decisions to someone, you need business rules … Continue reading →

Posted in Artificial Intelligence, Business Analytics, Business Rules, Machine Learning | Leave a comment