Big Data Machine Learning & AI
Data Analysis – Understanding Uncertainty
In data analysis, understanding uncertainty is key. Inherent variability in physical processes, and the uncertainty...
Read More...Catch up on our latest publications, conferences, projects, news and more.
You can use the search box or the filters function to narrow down results.
Find a publication
Big Data Machine Learning & AI
Shapley Values
How to understand a model To better interpret machine learning (ML) models, we can use...
Read More...
Big Data Machine Learning & AI
Model Interpretability
Why should you trust predictions made by a machine? Frequently machine learning (ML) models are...
Read More...
Big Data Machine Learning & AI
Machine Learning for Banking – Case Study
This case study covers our unchurn tool, a Machine Learning customer churn prediction tool for...
Read More...
Big Data Machine Learning & AI
Convolutional neural networks
Convolutional neural networks (ConvNets) are routinely used in image recognition, with state-of-the-art performance for object...
Read More...
Big Data Machine Learning & AI
Image Analysis – Ridge Detection
When conducting industrial #research, images of the evolving process can provide a wealth of information...
Read More...
Big Data Machine Learning & AI
Artificial Neural Networks
Artificial neural networks (ANNs) perform a variety of tasks in machine learning from prediction to...
Read More...
Big Data Machine Learning & AI
Automated Droplet Detection
Some applications can greatly benefit from characterizing the size distribution of droplets suspended in an...
Read More...
Big Data Machine Learning & AI
Big Data Case Study – unchurn
This content was originally published in four parts which have been combined below. Intro Big...
Read More...
Big Data Machine Learning & AI
Big Data
Data has become far more abundant and accessible in the modern world. Whether this data...
Read More...
Big Data Machine Learning & AI
Wildfire Prediction with Machine Learning
Current wildfire prediction tools primarily use climate & meteorological data from Earth-based weather stations. This...
Read More...
Big Data Machine Learning & AI
Mathematical Modeling
Oilsands
Tailings
AIChE publishes Coanda paper
Our Advanced Instrumentation and Data Science team’s latest white paper has been published by the...
Read More...