Franck Dufrenois - researchr alias

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Viewing Publication 1 - 18 from 18

2022

Incremental and compressible kernel null discriminant analysisFranck Dufrenois. PR, 127:108642, 2022. [doi]

Collaborative Kernel Discriminant Analysis for Large Scale Multi Class ProblemsAmine Khatib, Franck Dufrenois, Mohamed Hamlich, Denis Hamad. sadasc 2022: 34-50 [doi]

2019

Sparse and online null proximal discriminant analysis for one class learning in large-scale datasetsFranck Dufrenois, Denis Hamad. ijcnn 2019: 1-8 [doi]

2016

One class proximal support vector machinesFranck Dufrenois, Jean-Charles Noyer. PR, 52:96-112, 2016. [doi]

A null space based one class kernel Fisher discriminantFranck Dufrenois, Jean-Charles Noyer. ijcnn 2016: 3203-3210 [doi]

2015

A One-Class Kernel Fisher Criterion for Outlier DetectionFranck Dufrenois. tnn, 26(5):982-994, 2015. [doi]

Generalized eigenvalue proximal support vector machines for outlier descriptionFranck Dufrenois, Jean-Charles Noyer. ijcnn 2015: 1-9 [doi]

2013

Formulating Robust Linear Regression Estimation as a One-Class LDA Criterion: Discriminative Hat MatrixFranck Dufrenois, Jean-Charles Noyer. tnn, 24(2):262-273, 2013. [doi]

2012

Discriminative kernel hat matrix: A new tool for automatic outlier identificationFranck Dufrenois, Jean-Charles Noyer. ijcnn 2012: 1-8 [doi]

2011

Discriminative Hat Matrix: A new tool for outlier identification and linear regressionFranck Dufrenois, Jean-Charles Noyer. ijcnn 2011: 777-784 [doi]

2009

Bounded Influence Support Vector Regression for Robust Single-Model EstimationFranck Dufrenois, Johan Colliez, Denis Hamad. tnn, 20(11):1689-1706, 2009. [doi]

A kernel hat matrix based rejection criterion for outlier removal in support vector regressionFranck Dufrenois, Jean-Charles Noyer. ijcnn 2009: 736-743 [doi]

2007

Crisp Weighted Support Vector Regression for robust single model estimation : application to object tracking in image sequencesFranck Dufrenois, Johan Colliez, Denis Hamad. cvpr 2007: [doi]

Weighted Support Vector Regression for robust single model estimation : application to motion segmentation in image sequencesFranck Dufrenois, Johan Colliez, Denis Hamad. ijcnn 2007: 586-591 [doi]

Fuzzy weighted support vector regression for multiple linear model estimation : application to object tracking in image sequencesFranck Dufrenois, Denis Hamad. ijcnn 2007: 1289-1294 [doi]

2006

Optic flow estimation by support vector regressionJohan Colliez, Franck Dufrenois, Denis Hamad. eaai, 19(7):761-768, 2006. [doi]

Robust Regression and Outlier Detection with SVR: Application to Optic Flow EstimationJohan Colliez, Franck Dufrenois, Denis Hamad. bmvc 2006: 1229-1238 [doi]

2001

Ellipse Fitting with Uncertainty and Fuzzy Decision Stage for Detection. Application in VideomicroscopyFranck Dufrenois. ecsqaru 2001: 432-443 [doi]

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