Fabian Lecron

According to our database, Fabian Lecron authored at least 25 papers between 2010 and 2024.

Collaborative distances:

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

2024

RecSys Challenge 2023: From data preparation to prediction, a simple, efficient, robust and scalable solution.

Maxime Manderlier, Fabian Lecron

CoRR, 2024

2023

Bounded Simplex-Structured Matrix Factorization: Algorithms, Identifiability and Applications.

Olivier Vu Thanh, Nicolas Gillis, Fabian Lecron

IEEE Trans. Signal Process., 2023

Resource and activity clustering based on a hierarchical cell formation algorithm.

Landelin Delcoucq, Thomas Dupiereux-Fettweis, Fabian Lecron, Philippe Fortemps

Appl. Intell., 2023

2022

Bounded Simplex-Structured Matrix Factorization.

Olivier Vu Thanh, Nicolas Gillis, Fabian Lecron

Proceedings of the IEEE International Conference on Acoustics, 2022

2020

A one-class classification decision tree based on kernel density estimation.

Sarah Itani, Fabian Lecron, Philippe Fortemps

Appl. Soft Comput., 2020

Resource-centric process mining: clustering using local process models.

Landelin Delcoucq, Fabian Lecron, Philippe Fortemps, Wil M. P. van der Aalst

Proceedings of the SAC '20: The 35th ACM/SIGAPP Symposium on Applied Computing, online event, [Brno, Czech Republic], March 30, 2020

2019

Specifics of medical data mining for diagnosis aid: A survey.

Sarah Itani, Fabian Lecron, Philippe Fortemps

Expert Syst. Appl., 2019

Data Mining for ADHD & ASD Prediction Based on Resting-State fMRI Signals: A Literature Review.

Sarah Itani, Fabian Lecron, Philippe Fortemps

Proceedings of the 31st Benelux Conference on Artificial Intelligence (BNAIC 2019) and the 28th Belgian Dutch Conference on Machine Learning (Benelearn 2019), 2019

2018

A multi-level classification framework for multi-site medical data: Application to the ADHD-200 collection.

Sarah Itani, Fabian Lecron, Philippe Fortemps

Expert Syst. Appl., 2018

An optimization model for collaborative recommendation using a covariance-based regularizer.

Fabian Lecron, François Fouss

Data Min. Knowl. Discov., 2018

A One-Class Decision Tree Based on Kernel Density Estimation.

Sarah Itani, Fabian Lecron, Philippe Fortemps

CoRR, 2018

2017

Weighting strategies for a recommender system using item clustering based on genres.

Sébastien Fremal, Fabian Lecron

Expert Syst. Appl., 2017

Recommender systems: the case of repeated interaction in matrix factorization.

Felix Sommer, Fabian Lecron, François Fouss

Proceedings of the International Conference on Web Intelligence, 2017

Cloud-based platform for computer vision applications.

Sidi Ahmed Mahmoudi, Mohammed El Adoui, Mohammed Amin Belarbi, Mohamed Amine Larhmam, Fabian Lecron

Proceedings of the 2017 International Conference on Smart Digital Environment, 2017

2013

Three-Dimensional Spine Model Reconstruction Using One-Class SVM Regularization.

Fabian Lecron, Jonathan Boisvert, Saïd Mahmoudi, Hubert Labelle, Mohammed Benjelloun

IEEE Trans. Biomed. Eng., 2013

2012

Cervical spine mobility analysis on radiographs: A fully automatic approach.

Fabian Lecron, Mohammed Benjelloun, Saïd Mahmoudi

Comput. Medical Imaging Graph., 2012

Fully automatic vertebra detection in x-ray images based on multi-class SVM.

Fabian Lecron, Mohammed Benjelloun, Saïd Mahmoudi

Proceedings of the Medical Imaging 2012: Image Processing, 2012

Fast 3D Spine Reconstruction of Postoperative Patients Using a Multilevel Statistical Model.

Fabian Lecron, Jonathan Boisvert, Saïd Mahmoudi, Hubert Labelle, Mohammed Benjelloun

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012

Multilevel statistical shape models: A new framework for modeling hierarchical structures.

Fabian Lecron, Jonathan Boisvert, Mohammed Benjelloun, Hubert Labelle, Saïd Mahmoudi

Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

Descriptive Image Feature for Object Detection in Medical Images.

Fabian Lecron, Mohammed Benjelloun, Saïd Mahmoudi

Proceedings of the Image Analysis and Recognition - 9th International Conference, 2012

2011

Heterogeneous Computing for Vertebra Detection and Segmentation in X-Ray Images.

Fabian Lecron, Sidi Ahmed Mahmoudi, Mohammed Benjelloun, Saïd Mahmoudi, Pierre Manneback

Int. J. Biomed. Imaging, 2011

A Framework of Vertebra Segmentation Using the Active Shape Model-Based Approach.

Mohammed Benjelloun, Saïd Mahmoudi, Fabian Lecron

Int. J. Biomed. Imaging, 2011

2010

Points of interest detection in cervical spine radiographs by polygonal approximation.

Fabian Lecron, Mohammed Benjelloun, Saïd Mahmoudi

Proceedings of the 2nd International Conference on Image Processing Theory Tools and Applications, 2010

A New Semi-automatic Approach for X-ray Cervical Images Segmentation using Active Shape Model.

Mohammed Benjelloun, Saïd Mahmoudi, Fabian Lecron

Proceedings of the BIOSIGNALS 2010, 2010

Exploiting grid computation for solving the Vehicle Routing Problem.

Fabian Lecron, Pierre Manneback, Daniel Tuyttens

Proceedings of the 8th ACS/IEEE International Conference on Computer Systems and Applications, 2010