Fabian Lecron

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 15

Top Topics

Kernel Density Estimation

Matrix Factorization

Collaborative Recommendation

Top Venues

Expert Syst. Appl.

BNAIC/BENELEARN

Publications

Maxime Manderlier, Fabian Lecron
RecSys Challenge 2023: From data preparation to prediction, a simple, efficient, robust and scalable solution. CoRR (2024)
Landelin Delcoucq, Thomas Dupiereux-Fettweis, Fabian Lecron, Philippe Fortemps
Resource and activity clustering based on a hierarchical cell formation algorithm. Appl. Intell. 53 (1) (2023)
Olivier Vu Thanh, Nicolas Gillis, Fabian Lecron
Bounded Simplex-Structured Matrix Factorization: Algorithms, Identifiability and Applications. IEEE Trans. Signal Process. 71 (2023)
Olivier Vu Thanh, Nicolas Gillis, Fabian Lecron
Bounded Simplex-Structured Matrix Factorization. CoRR (2022)
Olivier Vu Thanh, Nicolas Gillis, Fabian Lecron
Bounded Simplex-Structured Matrix Factorization. ICASSP (2022)
Sarah Itani, Fabian Lecron, Philippe Fortemps
A one-class classification decision tree based on kernel density estimation. Appl. Soft Comput. 91 (2020)
Landelin Delcoucq, Fabian Lecron, Philippe Fortemps, Wil M. P. van der Aalst
Resource-centric process mining: clustering using local process models. SAC (2020)
Sarah Itani, Fabian Lecron, Philippe Fortemps
Specifics of medical data mining for diagnosis aid: A survey. Expert Syst. Appl. 118 (2019)
Sarah Itani, Fabian Lecron, Philippe Fortemps
Data Mining for ADHD & ASD Prediction Based on Resting-State fMRI Signals: A Literature Review. BNAIC/BENELEARN (2019)
Sarah Itani, Fabian Lecron, Philippe Fortemps
A multi-level classification framework for multi-site medical data: Application to the ADHD-200 collection. Expert Syst. Appl. 91 (2018)
Fabian Lecron, François Fouss
An optimization model for collaborative recommendation using a covariance-based regularizer. Data Min. Knowl. Discov. 32 (3) (2018)
Sarah Itani, Fabian Lecron, Philippe Fortemps
A One-Class Decision Tree Based on Kernel Density Estimation. CoRR (2018)
Felix Sommer, Fabian Lecron, François Fouss
Recommender systems: the case of repeated interaction in matrix factorization. WI (2017)
Sidi Ahmed Mahmoudi, Mohammed El Adoui, Mohammed Amin Belarbi, Mohamed Amine Larhmam, Fabian Lecron
Cloud-based platform for computer vision applications. ICSDE (2017)
Sébastien Fremal, Fabian Lecron
Weighting strategies for a recommender system using item clustering based on genres. Expert Syst. Appl. 77 (2017)
Fabian Lecron, Jonathan Boisvert, Saïd Mahmoudi, Hubert Labelle, Mohammed Benjelloun
Three-Dimensional Spine Model Reconstruction Using One-Class SVM Regularization. IEEE Trans. Biomed. Eng. 60 (11) (2013)
Fabian Lecron, Jonathan Boisvert, Mohammed Benjelloun, Hubert Labelle, Saïd Mahmoudi
Multilevel statistical shape models: A new framework for modeling hierarchical structures. ISBI (2012)
Fabian Lecron, Mohammed Benjelloun, Saïd Mahmoudi
Fully automatic vertebra detection in x-ray images based on multi-class SVM. Medical Imaging: Image Processing (2012)
Fabian Lecron, Mohammed Benjelloun, Saïd Mahmoudi
Cervical spine mobility analysis on radiographs: A fully automatic approach. Comput. Medical Imaging Graph. 36 (8) (2012)
Fabian Lecron, Mohammed Benjelloun, Saïd Mahmoudi
Descriptive Image Feature for Object Detection in Medical Images. ICIAR (2) (2012)
Fabian Lecron, Jonathan Boisvert, Saïd Mahmoudi, Hubert Labelle, Mohammed Benjelloun
Fast 3D Spine Reconstruction of Postoperative Patients Using a Multilevel Statistical Model. MICCAI (2) (2012)
Mohammed Benjelloun, Saïd Mahmoudi, Fabian Lecron
A Framework of Vertebra Segmentation Using the Active Shape Model-Based Approach. Int. J. Biomed. Imaging 2011 (2011)
Fabian Lecron, Sidi Ahmed Mahmoudi, Mohammed Benjelloun, Saïd Mahmoudi, Pierre Manneback
Heterogeneous Computing for Vertebra Detection and Segmentation in X-Ray Images. Int. J. Biomed. Imaging 2011 (2011)
Mohammed Benjelloun, Saïd Mahmoudi, Fabian Lecron
A New Semi-automatic Approach for X-ray Cervical Images Segmentation using Active Shape Model. BIOSIGNALS (2010)
Fabian Lecron, Mohammed Benjelloun, Saïd Mahmoudi
Points of interest detection in cervical spine radiographs by polygonal approximation. IPTA (2010)
Fabian Lecron, Pierre Manneback, Daniel Tuyttens
Exploiting grid computation for solving the Vehicle Routing Problem. AICCSA (2010)