NEWSTAPAS

Custom recommender engine technology for news content providers to automatically adapt personalised items taking into account the user's profile and context

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Customer Churn Prediction

Detect customers which are at risk of no longer renewing their subscription or ordering new products. Avoid losing customers by making a personalized offer or message. Predicting customer churn helps you to focus your efforts.

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Capacity prediction and resource shortage early warning system

A fully data-driven solution to extend the planning horizon and predict future resources shortages in the dynamic environment of the Port of Antwerp.

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Tracking and anticipating movements of ships in Harbour of Antwerp using machine learning

A custom prediction model which reacts seamlessly to the ever-changing environment of the maritime sector

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Development of data-driven food fraud detection

Making efficient use of modern large data-generating analysis tools by developing novel machine learning processing pipelines

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Fast and low-risk proof of concept development

Jumpstart machine learning in your company. In a rapid analysis, we work towards a proof of concept which will quantify the impact of the machine learning solution on your business case. In addition, we offer a roadmap detailing the steps and costs needed to develop the product.

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Bayesian Optimization

Easily optimize your expensive-to-evaluate engineering problems with data-efficient machine learning techniques. Reduce the amount of measurements or simulations you need to collect by a factor of 10 or even 100. Forget about grid search, tune the hyperparameters of your deep learning models efficiently.

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Image Recognition

Machine learning models can be trained to interpret, describe and distinguish types of images and video footage. The accuracy of these models exceeds human performance at the same task while being significantly faster.

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Formula Optimization

Automate multi-objective decision making in your manufacturing process using advanced optimization algorithms considering constraints. Replace heuristics with optimal decisions, remove the need of spreadsheets and free up time of your domain experts. Maximize efficient resource usage and distribution across multiple production facilities.

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Recommendation Engine

Identify who your customers are and what they are interested in, using advanced recommender systems. Personalize offers, promotions or create valuable information for your sales team. Using a good recommender system can easily increase your sales by 3%.

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