Aviation
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 [...]
Bank & Services
Marketing campaign performance prediction
Marketing departments spend millions in campaigns, and it is difficult to predict any ROI. Digital Marketing now allows experts to collect large amounts of data which can be analyzed to make [...]
Finance & Insurance
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, [...]
IoT
Machine Learning for IoT applications
Why use artificial intelligence (AI) in your embedded systems? The idea is gaining ground in all sectors, from aircraft to drones, cars, security equipment, robots, industrial sensors and [...]
IT
Spam detection with Machine Learning
Machine Learning can help us detect spams and classify our e-mails. Our professional inboxes are stuffed with e-mails: conversations with our colleagues, negotiations with third-party [...]
Local authority
Forecast air pollution thanks to Machine Learning
How to predict carbon monoxide pollution and protect the people? Carbon monoxide is a colorless, odorless gas which is noxious when inhaled in large quantities. Car traffic and fossil fuels such [...]
Predict and prevent pollution peaks with AI
All around the world, urbanization acceleration and megalopolis development have well-documented consequences on ozone pollution. A consequence of the reaction of the sunlight on air containing [...]
Nitrogen dioxide pollution prediction with TADA
Public authorities can lower the impact of nitrogen dioxide on populations thanks to Machine Learning. A toxic, oppressive red-brown gas that smells acrid, nitrogen dioxide (NO2) is the biggest [...]
Manufacturing
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 [...]
Medical
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 [...]
Production
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 [...]
Real Estate
Real Estate Valuation
Real estate valuation is at the core of buying and selling properties. Getting the right price to sell a good is paramount to successfully close a deal. On the contrary, getting that initial [...]
Sales
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 [...]
Machine learning for predictive marketing
Predictive modeling for domain experts is a huge step forward towards predictive marketing. How much money can a company earn from a single ad? That’s the first question every company considers [...]
Sustainable
Energy Efficiency Prediction for cooling & heating load
Machine Learning helps architects improve buildings energetic efficiency. Humanity growth and accelerating urbanization result, among other consequences, in the uninterrupted construction of new [...]
Telco
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 [...]