Riwal Lefort

Publication Activity (10 Years)

Years Active: 2008-2023
Publications (10 Years): 6

Top Topics

Noisy Environments

Background Noise

Hybrid Algorithm

Top Venues

PKDD/ECML Workshops (1)

Publications

Corentin Boidot, Olivier Augereau, Pierre De Loor, Riwal Lefort
Benefits of Using Multiple Post-Hoc Explanations for Machine Learning. ICMLA (2023)
Corentin Boidot, Olivier Augereau, Pierre De Loor, Riwal Lefort
Limits of XAI Application-Grounded Evaluation: An E-Sport Prediction Example. PKDD/ECML Workshops (1) (2022)
Lina Fahed, Philippe Lenca, Yannis Haralambous, Riwal Lefort, Marie-Laure Tallec
Prédiction d'événements distants basée sur des règles séquentielles. EGC (2019)
Riwal Lefort, Ludovico Fusco, Olivier Pertz, François Fleuret
Machine learning-based tools to model and to remove the off-target effect. Pattern Anal. Appl. 20 (1) (2017)
Dorian Cazau, Riwal Lefort, Julien Bonnel, Jean-Luc Zarader, Olivier Adam
Bi-class classification of humpback whale sound units against complex background noise with Deep Convolution Neural Network. CoRR (2017)
Riwal Lefort, Angélique Dremeau
Sub-antenna sparse processing for coherence loss in underwater source localization. EUSIPCO (2017)
Riwal Lefort, François Fleuret
treeKL: A distance between high dimension empirical distributions. Pattern Recognit. Lett. 34 (2) (2013)
Riwal Lefort, Ronan Fablet, Laurent Berger, Jean-Marc Boucher
Spatial Statistics of Objects in 3-D Sonar Images: Application to Fisheries Acoustics. IEEE Geosci. Remote. Sens. Lett. 9 (1) (2012)
Riwal Lefort, François Fleuret
A tree-based distance between distributions: Application to classification of neurons. ICASSP (2012)
Riwal Lefort, Ronan Fablet, Jean-Marc Boucher
Object recognition using proportion-based prior information: Application to fisheries acoustics. Pattern Recognit. Lett. 32 (2) (2011)
Riwal Lefort, Ronan Fablet, Jean-Marc Boucher
Weakly supervised learning with decision trees applied to fisheries acoustics. ICASSP (2010)
Riwal Lefort, Ronan Fablet, Jean-Marc Boucher
Weakly Supervised Classification of Objects in Images Using Soft Random Forests. ECCV (4) (2010)
Riwal Lefort, Ronan Fablet, Imen Karoui, Jean-Marc Boucher
Combining image-level and object-level inference for weakly supervised object recognition. Application to fisheries acoustics. ICIP (2009)
Ronan Fablet, Riwal Lefort, Carla Scalarin, Jacques Masse, Paul Cauchy, Jean-Marc Boucher
Weakly supervised learning using proportion-based information: An application to fisheries acoustics. ICPR (2008)