Euranova has 3 fundamental pillars: explore, craft and serve. The explore pillar of Euranova is an independent research centre dedicated to data science, software engineering and AI.
Through the exploration of tomorrow’s engineering and data science to answer today’s problems, our research centre is dedicated to anticipating the challenges that European businesses face. We find solutions to current and future digital challenges with passion, creativity and integrity.
Euranova has 3 fundamental pillars: explore, craft and serve. The explore pillar of Euranova is an independent research centre dedicated to data science, software engineering and AI.
Through the exploration of tomorrow’s engineering and data science to answer today’s problems, our research centre is dedicated to anticipating the challenges that European businesses face. We find solutions to current and future digital challenges with passion, creativity and integrity.
Comparison of Machine Learning Approaches for POD24 Prediction
Early identification of patients with relapsing follicular lymphoma (FL) is critical but remains elusive. We initiated a collaboration between the academic CALYM Carnot Institute aiming at developing interpretable artificial intelligence (AI) models based on PET images to predict POD24.
A Fair Classifier Embracing Triplet Collapse
In this paper, we study the behaviour of the triplet loss and show that it can be exploited to limit the biases created and perpetuated by machine learning models.
Kafka Summit 2023: Announcements & Trends
The Kafka Summit brought together industry experts, developers, and enthusiasts to discuss the latest advancements and practical applications of event streaming and microservices. In this article, our CTO Sabri Skhiri delves into some of the keynotes and talks that took place during the summit.
KubeCon + CloudNativeCon Europe: Insights and Experiences
In April, our engineers Maxime and Eva travelled to Amsterdam for the Kubecon Europe 2023, THE conference of the Cloud Native Computing Foundation. In this article, they provide insights from the conference, covering key trends, the conference format, and highlighting some of the standout talks.
Privacy Enhancing Technologies 2023: A Summary
In March 2023, our research director Sabri Skhiri travelled to London to attend the Privacy Enhancing Technologies Summit 2023, dedicated to PETs and their uses (enhance data security, facilitate compliance, and create value).
2022 Wrap Up
We got a deep dive into some of the most memorable moments of 2022.
IEEE Big Data 2022: the key takeaways
In December 2022, our research director Sabri Skhiri travelled to Osaka to attend IEEE Big Data 2022. He sums up the main trends, and shares his favourite talks and papers.
Dynamic Pairwise Wake Vortex Separations For Arrivals Using Predictive Machine Learning Models
Aircraft wake behaviour and meteorological information is monitored and processed using ML algorithms which determine the wake separation minimum reductions that can be safely applied between subsequent arriving aircraft.
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.
AI For Aviation
Our team works with EUROCONTROL and WaPT to safely reduce wake separation between flights. Read on to read more about the two papers they recently published!
IEEE Streaming Workshop / Keynote Announcement
We are delighted to announce Pablo Estrada from Google and Fabian Hueske from Snowflake as the two keynote speakers of our seventh Workshop on Real-time Stream Analytics, Stream Mining, CER/CEP & Stream Data Management in Big Data.