Intelligent Data Integration for Complex Problem Solving

This November, our research director and senior researcher Sabri and Gianmarco took part in the kick-off of a TETRA project led by KU Leuven that aims to develop a methodology for combining data from different sources to solve complex configuration problems in a decentralised way.

 

Sometimes, knowledge needs to remain decentralised A typical example is a health care system that requires making a decision for a patient. The decision process might be complex and needs information from multiple sides that cannot be centralised.

Yet, in front of complex problems, many interesting applications require data from different sources

A few months ago, the KU Leuven and Anastasia Dimou asked Euranova to bring its expertise to their new project: develop a methodology for

  • capturing knowledge from different sources
  • without physically merging the data
  • and considering GDPR constraints.

If achieved, it will provide sophisticated decision support in a variety of domains, such as medicine, finance, telecommunications or marketing.

In the upcoming months, we will work to determine the future directions, including the technologies to investigate, the case studies to develop, and the training to organise 

Very excited to embark on this new adventure!

Internships 2023

This document presents internships supervised by our software engineering department or by our research & development department. Each project is an opportunity to feel both empowered and responsible for your own professional development and for your contribution to the company.

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Automatic Parameter Tuning for Big Data Pipelines

Big data frameworks generally constitute a pipeline, each having a different role. This makes tuning big data pipelines an important yet difficult task given the size of the search space. We propose to use a deep reinforcement learning algorithm to tune a fraud detection big data pipeline.

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15 Papers in 2021: the outputs

The only way to master knowledge is to explore and enrich it. As we look back on the year 2021, we are proud to say that our R&D department has published 15 peer-reviewed scientific papers this year. Find out the impacts of the published papers in our new article.

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INTERNSHIPS 2022

This document presents internships supervised by our software engineering department or by our research & development department. Each project is an opportunity to feel both empowered and responsible for your own professional development and for your contribution to the company.

Continue reading