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Franck DUFRENOIS

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Franck DUFRENOIS

Multilinear discriminant analysis using tensor-tensor products

Franck Dufrenois, Alaa El Ichi, Khalide Jbilou. Multilinear discriminant analysis using tensor-tensor products. Journal of Mathematical Modeling, 2023, 11 (1), pp.83-101. ⟨10.22124/JMM.2023.22841.2026⟩. ⟨hal-04412647⟩

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Incremental and compressible kernel null discriminant analysis

Franck Dufrenois. Incremental and compressible kernel null discriminant analysis. Pattern Recognition, 2022, 127, pp.108642. ⟨10.1016/j.patcog.2022.108642⟩. ⟨hal-03694961⟩

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Projet TOSCA OSYNICO : Optimisation et SYNergie des données In situ et COuleur de l'eau pour l’étude de la dynamique biogéochimique des eaux côtières

Vincent Vantrepotte, Trung Kien Tran, Hubert Loisel, Cédric Jamet, François G Schmitt, et al.. Projet TOSCA OSYNICO : Optimisation et SYNergie des données In situ et COuleur de l'eau pour l’étude de la dynamique biogéochimique des eaux côtières. Colloque ILICO / EVOLECO 2021, Nov 2021, La Rochelle, France. ⟨hal-03433815⟩

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A null space based one class kernel Fisher discriminant

Jean-Charles Noyer, Franck Dufrenois. A null space based one class kernel Fisher discriminant. 2016 International Joint Conference on Neural Networks (IJCNN), Jul 2016, Vancouver, Canada. pp.3203-3210, ⟨10.1109/IJCNN.2016.7727608⟩. ⟨hal-02955013⟩

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One class proximal support vector machines

Jean-Charles Noyer, F. Dufrenois. One class proximal support vector machines. Pattern Recognition, 2016, 52, pp.96-112. ⟨10.1016/j.patcog.2015.09.036⟩. ⟨hal-02955003⟩

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Generalized eigenvalue proximal support vector machines for outlier description

Jean-Charles Noyer, Franck Dufrenois. Generalized eigenvalue proximal support vector machines for outlier description. 2015 International Joint Conference on Neural Networks (IJCNN), Jul 2015, Killarney, Ireland. pp.1-9, ⟨10.1109/IJCNN.2015.7280343⟩. ⟨hal-02955046⟩

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Formulating Robust Linear Regression Estimation as a One-Class LDA Criterion: Discriminative Hat Matrix

Franck Dufrenois, Jean-Charles Noyer. Formulating Robust Linear Regression Estimation as a One-Class LDA Criterion: Discriminative Hat Matrix. IEEE Transactions on Neural Networks and Learning Systems, 2013, 24 (2), pp.262-273. ⟨10.1109/TNNLS.2012.2228229⟩. ⟨hal-02955056⟩

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Discriminative kernel hat matrix: A new tool for automatic outlier identification

Élodie Vanpoperinghe, Martine Wahl, Jean-Charles Noyer, Franck Dufrenois. Discriminative kernel hat matrix: A new tool for automatic outlier identification. 2012 International Joint Conference on Neural Networks (IJCNN 2012 - Brisbane), Jun 2012, Brisbane, Australia. pp.1-8, ⟨10.1109/IJCNN.2012.6252649⟩. ⟨hal-02955082⟩

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Discriminative Hat Matrix: A new tool for outlier identification and linear regression

Jean-Charles Noyer, F. Dufrenois, J.C Noyer. Discriminative Hat Matrix: A new tool for outlier identification and linear regression. 2011 International Joint Conference on Neural Networks (IJCNN 2011 - San Jose), Jul 2011, San Jose, United States. pp.777-784, ⟨10.1109/IJCNN.2011.6033300⟩. ⟨hal-02955094⟩

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A kernel hat matrix based rejection criterion for outlier removal in support vector regression

Jean-Charles Noyer, Franck Dufrenois, Jean Charles Noyer. A kernel hat matrix based rejection criterion for outlier removal in support vector regression. 2009 International Joint Conference on Neural Networks (IJCNN 2009 - Atlanta), Jun 2009, Atlanta, United States. pp.736-743, ⟨10.1109/IJCNN.2009.5178778⟩. ⟨hal-02955115⟩

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