Fabian Lecron

University of Mons — Belgium

Engineering · Physical Sciences

14h-index607citations48works0.32yr avg
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Research Topics

Medical Imaging and Analysis(10), Medical Image Segmentation Techniques(9), Attention Deficit Hyperactivity Disorder(6), Dental Radiography and Imaging(5), Functional Brain Connectivity Studies(4)

Publications48 total

From latent factors to language: a user study on LLM-generated explanations for an inherently interpretable matrix-based recommender system
arXiv (Cornell University)·2025Open Access
Detecting Primary Progressive Aphasia (PPA) from Text: A Benchmarking Study
2025· 1 citedOpen Access
RecSys Challenge 2023: From data preparation to prediction, a simple, efficient, robust and scalable solution
arXiv (Cornell University)·2024Open Access
Bounded Simplex-Structured Matrix Factorization: Algorithms, Identifiability and Applications
IEEE Transactions on Signal Processing·2023· 4 cited
Bounded Simplex-Structured Matrix Factorization: Algorithms, Identifiability and Applications
arXiv (Cornell University)·2022Open Access
Bounded Simplex-Structured Matrix Factorization
ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)·2022· 7 cited
Resource and activity clustering based on a hierarchical cell formation algorithm
Applied Intelligence·2022· 3 cited
Predictions through Lean startup? Harnessing AI-based predictions under uncertainty
International Journal of Entrepreneurial Behaviour & Research·2022· 33 citedOpen Access
Resource-centric process mining
2020· 11 cited
A one-class classification decision tree based on kernel density estimation
Applied Soft Computing·2020· 40 citedOpen Access
Towards interpretable machine learning models for diagnosis aid: A case study on attention deficit/hyperactivity disorder
PLoS ONE·2019· 48 citedOpen Access
Data Mining for ADHD & ASD Prediction Based on Resting-State fMRI Signals: A Literature Review.
2019· 3 cited
Autism in DSM-IV vs DSM-V: What if Machine Learning Could Help Us See Things More Clearly?
Frontiers in Neuroscience·2019Open Access
A Gender-Differentiated MR-Sort Model for Diagnosis Aid of Attention Deficit Hyperactivity Disorder (ADHD)
2018
Specifics of medical data mining for diagnosis aid: A survey
Expert Systems with Applications·2018· 60 cited
On the Involvement of the Limbic System in the Diagnosis of Attention Deficit Hyperactivity Disorder
2018
A Novel Training Algorithm to Build Decision Trees for Anomaly Detection
2018
Real Time Web-based Toolbox for Computer Vision
Journal of Science and Technology of the Arts·2018· 6 citedOpen Access
A One-Class Decision Tree Based on Kernel Density Estimation.
arXiv (Cornell University)·2018· 1 citedOpen Access
A Density-Based Decision Tree for One-Cass Classification
2018
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Frequent Co-authors

Philippe Fortemps(20), Sarah Itani(17), Mohammed Benjelloun(11), Saïd Mahmoudi(11), Mandy Rossignol(5), Sidi Ahmed Mahmoudi(5), Pierre Manneback(4), François Fouss(4), Olivier Vu Thanh(4), Nicolas Gillis(4), Zacharie De Grève(4), François Vallée(4), Jonathan Boisvert(3), Hubert Labelle(3), Gerard Mor(3), Daniel Pérez(3), Stoyan Danov(3), Jordi Cipriano(3), Mohammed El Adoui(2), Mohammed Amin Belarbi(2)