Departments

Conception

Energy production optimization

How can predictive models optimize energy production? Combined cycle electric plants rely on combining different elements that are based on various components such as boilers, gas and steam [...]

Customer Services

Churn Prediction

Improving Customer Retention with Churn prediction Predictive churn achieves three goals: understanding the key factors of customers attrition, identifying customers most at risk of leaving, and [...]

Direct Marketing

Environment

Health

Operations

Used car price prediction

Thanks to price prediction, car fleet managers can increase their profits and reduce their losses. Within an organization, car fleet managers must make sure that their cars work well and are [...]

Flight delay predictions

How can we predict a flight arrival time and optimize an airport activity? We all experienced flight delays. As a passenger, delays make our journeys longer and try our nerves, but they also have [...]

Quality prediction

Quality can be seen as the outcome of a complex process implying many components. By analyzing these components (or variables) and understanding the impact of each of them in the final outcome, [...]

Failure prediction

Models of equipment failures are based on data referencing observations of past machine runs and failures. We can use Machine Learning approaches to model current situations so that we can [...]

Research

Heart diseases prediction

Medicine has always been using the latest technology to improve care quality for its patients. Today machine learning can be used to help doctors with diagnostics. Using predictive models can [...]

Breast cancer prediction

One of the main Machine Learning applications in healthcare is the identification and diagnosis of diseases which are considered hard-to-diagnose. This includes anything from cancers, which are [...]

Security

Fraud Detection

Financial fraud amounts for considerable money. Hackers and crooks around the world are always looking for new ways of committing financial fraud every day.Relying exclusively on rule-based, [...]