Julien Albert

According to our database, Julien Albert authored at least 9 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

A Fair Enhanced Bayesian Personalized Ranking Using Adversarial Learning.

Armielle Noulapeu Ngaffo, Julien Albert, Benoît Frénay, Gilles Perrouin

Trans. Recomm. Syst., June, 2026

Are We Studying the Same Filter Bubble? A Conceptual Framework of the Empirical Literature.

Julien Albert, Jens Leysen, Benoît Frénay, Bruno Dumas, Lien Michiels

Proceedings of the Joint Proceedings of the ACM UMAP 2026 Workshops co-located with the 34th ACM Conference on User Modeling, 2026

2024

User Preferences for Large Language Model versus Template-Based Explanations of Movie Recommendations: A Pilot Study.

Julien Albert, Martin Balfroid, Miriam Doh, Jérémie Bogaert, Luca La Fisca, Liesbet De Vos, Bryan Renard, Vincent Stragier, Emmanuel Jean

CoRR, 2024

2023

An Experimental Investigation into the Evaluation of Explainability Methods.

Sédrick Stassin, Alexandre Englebert, Géraldin Nanfack, Julien Albert, Nassim Versbraegen, Gilles Peiffer, Miriam Doh, Nicolas Riche, Benoît Frénay, Christophe De Vleeschouwer

CoRR, 2023

Idea Browsing on Digital Participation Platforms: A Mixed-Methods Requirements Study.

Antoine Clarinval, Julien Albert, Clémentine Schelings, Catherine Elsen, Bruno Dumas, Annick Castiaux

Proceedings of the Research Challenges in Information Science: Information Science and the Connected World, 2023

An Experimental Investigation into the Evaluation of Explainability Methods for Computer Vision.

Sédrick Stassin, Alexandre Englebert, Géraldin Nanfack, Julien Albert, Nassim Versbraegen, Gilles Peiffer, Miriam Doh, Nicolas Riche, Benoît Frénay, Christophe De Vleeschouwer

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2023

FairBayRank: A Fair Personalized Bayesian Ranker.

Armielle Noulapeu Ngaffo, Julien Albert, Benoît Frénay, Gilles Perrouin

Proceedings of the 31st European Symposium on Artificial Neural Networks, 2023

2022

Globally local and fast explanations of t-SNE-like nonlinear embeddings.

Pierre Lambert, Rebecca Marion, Julien Albert, Emmanuel Jean, Sacha Corbugy, Cyril de Bodt

Proceedings of the CIKM 2022 Workshops co-located with 31st ACM International Conference on Information and Knowledge Management (CIKM 2022), 2022

2021

Shock wave: a graph layout algorithm for text analyzing.

Maxime Cauz, Julien Albert, Anne Wallemacq, Isabelle Linden, Bruno Dumas

Proceedings of the DocEng '21: ACM Symposium on Document Engineering 2021, 2021