Fabian Lecron

28 papers B 2C 1Misc 2Journal 15Unranked 8
YearRankTypeTitle / Venue / Authors
2026 — conf
Detecting Primary Progressive Aphasia (PPA) from Text: A Benchmarking Study.
EACL (Findings)
Ghofrane Merhbene, Fabian Lecron, Philippe Fortemps, Bradford C. Dickerson, Mascha Kurpicz-Briki, Neguine Rezaii
2025 J jnl
From latent factors to language: a user study on LLM-generated explanations for an inherently interpretable matrix-based recommender system.
CoRR
Maxime Manderlier, Fabian Lecron, Olivier Vu Thanh, Nicolas Gillis
2024 J jnl
RecSys Challenge 2023: From data preparation to prediction, a simple, efficient, robust and scalable solution.
CoRR
Maxime Manderlier, Fabian Lecron
2023 J jnl
Bounded Simplex-Structured Matrix Factorization: Algorithms, Identifiability and Applications.
IEEE Trans. Signal Process.
Olivier Vu Thanh, Nicolas Gillis, Fabian Lecron
2023 J jnl
Resource and activity clustering based on a hierarchical cell formation algorithm.
Appl. Intell.
Landelin Delcoucq, Thomas Dupiereux-Fettweis, Fabian Lecron, Philippe Fortemps
2022 Misc conf
Bounded Simplex-Structured Matrix Factorization.
ICASSP
Olivier Vu Thanh, Nicolas Gillis, Fabian Lecron
2022 J jnl
Bounded Simplex-Structured Matrix Factorization.
CoRR
Olivier Vu Thanh, Nicolas Gillis, Fabian Lecron
2020 J jnl
A one-class classification decision tree based on kernel density estimation.
Appl. Soft Comput.
Sarah Itani, Fabian Lecron, Philippe Fortemps
2020 Misc conf
Resource-centric process mining: clustering using local process models.
SAC
Landelin Delcoucq, Fabian Lecron, Philippe Fortemps, Wil M. P. van der Aalst
2019 — conf
Data Mining for ADHD & ASD Prediction Based on Resting-State fMRI Signals: A Literature Review.
BNAIC/BENELEARN
Sarah Itani, Fabian Lecron, Philippe Fortemps
2019 J jnl
Specifics of medical data mining for diagnosis aid: A survey.
Expert Syst. Appl.
Sarah Itani, Fabian Lecron, Philippe Fortemps
2018 J jnl
A One-Class Decision Tree Based on Kernel Density Estimation.
CoRR
Sarah Itani, Fabian Lecron, Philippe Fortemps
2018 J jnl
A multi-level classification framework for multi-site medical data: Application to the ADHD-200 collection.
Expert Syst. Appl.
Sarah Itani, Fabian Lecron, Philippe Fortemps
2018 J jnl
An optimization model for collaborative recommendation using a covariance-based regularizer.
Data Min. Knowl. Discov.
Fabian Lecron, François Fouss
2017 — conf
Cloud-based platform for computer vision applications.
ICSDE
Sidi Ahmed Mahmoudi, Mohammed El Adoui, Mohammed Amin Belarbi, Mohamed Amine Larhmam, Fabian Lecron
2017 B conf
Recommender systems: the case of repeated interaction in matrix factorization.
WI
Felix Sommer, Fabian Lecron, François Fouss
2017 J jnl
Weighting strategies for a recommender system using item clustering based on genres.
Expert Syst. Appl.
Sébastien Fremal, Fabian Lecron
2013 J jnl
Three-Dimensional Spine Model Reconstruction Using One-Class SVM Regularization.
IEEE Trans. Biomed. Eng.
Fabian Lecron, Jonathan Boisvert, Saïd Mahmoudi, Hubert Labelle, Mohammed Benjelloun
2012 J jnl
Cervical spine mobility analysis on radiographs: A fully automatic approach.
Comput. Medical Imaging Graph.
Fabian Lecron, Mohammed Benjelloun, Saïd Mahmoudi
2012 — conf
Descriptive Image Feature for Object Detection in Medical Images.
ICIAR (2)
Fabian Lecron, Mohammed Benjelloun, Saïd Mahmoudi
2012 — conf
Fast 3D Spine Reconstruction of Postoperative Patients Using a Multilevel Statistical Model.
MICCAI (2)
Fabian Lecron, Jonathan Boisvert, Saïd Mahmoudi, Hubert Labelle, Mohammed Benjelloun
2012 B conf
Fully automatic vertebra detection in x-ray images based on multi-class SVM.
Image Processing
Fabian Lecron, Mohammed Benjelloun, Saïd Mahmoudi
2012 — conf
Multilevel statistical shape models: A new framework for modeling hierarchical structures.
ISBI
Fabian Lecron, Jonathan Boisvert, Mohammed Benjelloun, Hubert Labelle, Saïd Mahmoudi
2011 J jnl
A Framework of Vertebra Segmentation Using the Active Shape Model-Based Approach.
Int. J. Biomed. Imaging
Mohammed Benjelloun, Saïd Mahmoudi, Fabian Lecron
2011 J jnl
Heterogeneous Computing for Vertebra Detection and Segmentation in X-Ray Images.
Int. J. Biomed. Imaging
Fabian Lecron, Sidi Ahmed Mahmoudi, Mohammed Benjelloun, Saïd Mahmoudi, Pierre Manneback
2010 — conf
A New Semi-automatic Approach for X-ray Cervical Images Segmentation using Active Shape Model.
BIOSIGNALS
Mohammed Benjelloun, Saïd Mahmoudi, Fabian Lecron
2010 C conf
Exploiting grid computation for solving the Vehicle Routing Problem.
AICCSA
Fabian Lecron, Pierre Manneback, Daniel Tuyttens
2010 — conf
Points of interest detection in cervical spine radiographs by polygonal approximation.
IPTA
Fabian Lecron, Mohammed Benjelloun, Saïd Mahmoudi