Franck Dufrenois

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 7

Top Topics

Outlier Detection

Discriminant Analysis

Top Venues

Pattern Recognit.

IEEE Trans. Neural Networks Learn. Syst.

Publications

Mohammed Bouallala, Franck Dufrenois, khalide Jbilou, Ahmed Ratnani
Trace Ratio Based Manifold Learning with Tensor Data. CoRR (2024)
Franck Dufrenois
Incremental and compressible kernel null discriminant analysis. Pattern Recognit. 127 (2022)
Franck Dufrenois, Alaa El Ichi, Khalide Jbilou
Multilinear Discriminant Analysis using a new family of tensor-tensor products. CoRR (2022)
Amine Khatib, Franck Dufrenois, Mohamed Hamlich, Denis Hamad
Collaborative Kernel Discriminant Analysis for Large Scale Multi Class Problems. SADASC (2022)
Franck Dufrenois, Denis Hamad
Sparse and online null proximal discriminant analysis for one class learning in large-scale datasets. IJCNN (2019)
Franck Dufrenois, Jean-Charles Noyer
One class proximal support vector machines. Pattern Recognit. 52 (2016)
Franck Dufrenois, Jean-Charles Noyer
A null space based one class kernel Fisher discriminant. IJCNN (2016)
Franck Dufrenois
A One-Class Kernel Fisher Criterion for Outlier Detection. IEEE Trans. Neural Networks Learn. Syst. 26 (5) (2015)
Franck Dufrenois, Jean-Charles Noyer
Generalized eigenvalue proximal support vector machines for outlier description. IJCNN (2015)
Franck Dufrenois, Jean-Charles Noyer
Formulating Robust Linear Regression Estimation as a One-Class LDA Criterion: Discriminative Hat Matrix. IEEE Trans. Neural Networks Learn. Syst. 24 (2) (2013)
Franck Dufrenois, Jean-Charles Noyer
Discriminative kernel hat matrix: A new tool for automatic outlier identification. IJCNN (2012)
Franck Dufrenois, Jean-Charles Noyer
Discriminative Hat Matrix: A new tool for outlier identification and linear regression. IJCNN (2011)
Franck Dufrenois, Johan Colliez, Denis Hamad
Bounded Influence Support Vector Regression for Robust Single-Model Estimation. IEEE Trans. Neural Networks 20 (11) (2009)
Franck Dufrenois, Jean-Charles Noyer
A kernel hat matrix based rejection criterion for outlier removal in support vector regression. IJCNN (2009)
Franck Dufrenois, Johan Colliez, Denis Hamad
Crisp Weighted Support Vector Regression for robust single model estimation : application to object tracking in image sequences. CVPR (2007)
Franck Dufrenois, Johan Colliez, Denis Hamad
Weighted Support Vector Regression for robust single model estimation : application to motion segmentation in image sequences. IJCNN (2007)
Franck Dufrenois, Denis Hamad
Fuzzy weighted support vector regression for multiple linear model estimation : application to object tracking in image sequences. IJCNN (2007)
Johan Colliez, Franck Dufrenois, Denis Hamad
Optic flow estimation by support vector regression. Eng. Appl. Artif. Intell. 19 (7) (2006)
Johan Colliez, Franck Dufrenois, Denis Hamad
Robust Regression and Outlier Detection with SVR: Application to Optic Flow Estimation. BMVC (2006)
Franck Dufrenois
Ellipse Fitting with Uncertainty and Fuzzy Decision Stage for Detection. Application in Videomicroscopy. ECSQARU (2001)