ECML 2020 – A Summary
A few weeks ago, the biggest European conference on machine learning was held: ECML 2020. Our research engineer Nourchène, our R&D consultant Gianmarco, and our data scientist Ronan attended the
Category: Data science
Privacy Policy Classification with XLNet
The popularisation of privacy policies has become an attractive subject of research in recent years, notably after the General Data Protection Regulation came into force in the European Union. While
Towards Privacy Policy Conceptual Modeling
After GDPR enforcement in May 2018, the problem of implementing privacy by design and staying compliant with regulations has been more prominent than ever for businesses of all sizes, which
Applying Machine Learning Modeling to Enhance Runway Throughput at A Big European Airport
One of the factors limiting busiest airport’s runway throughput capacity is the spacing to be applied between landing aircraft in order to ensure that the runway is vacated when the
Pruning Random Forest with Orthogonal Matching Trees
In this paper we propose a new method to reduce the size of Breiman’s Random Forests. Given a RandomForest and a target size, our algorithm builds a linear combination of
Multilingual Enrichment of Disease Biomedical Ontologies
Translating biomedical ontologies is an important challenge, but doing it manually requires much time and money. We study the possibility to use open-source knowledge bases to translate biomedical ontologies. We
Internships 2020
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
TopoGraph: an End-To-End Framework to Build and Analyze Graph Cubes
Graphs are a fundamental structure that provides an intuitive abstraction for modelling and analyzing complex and highly interconnected data. Given the potential complexity of such data, some approaches proposed extending
Thirty-Fourth AAAI Conference On Artificial Intelligence: A Summary
Two weeks ago, our young research engineers Hounaida Zemzem and Rania Saidi were in New York for the Thirty-Fourth AAAI Conference On Artificial Intelligence. The conference promotes research in artificial
Throwback To 2019
At EURA NOVA, we believe technology is a catalyst for change. To embrace it, we strive to stay at the edge of knowledge. Investing in research allows us to continuously