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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Collaborative Kernel Discriminant Analysis for Large Scale Multi Class Problems
Amine Khatib, Franck Dufrenois, Mohamed Hamlich, Hamad Denis. Collaborative Kernel Discriminant Analysis for Large Scale Multi Class Problems. Marrakesh, Sep 2022, Marrakesh, Morocco. pp.34-50, ⟨10.1007/978-3-031-20490-6_4⟩. ⟨hal-04561503⟩
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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. International Joint Conference on Neural Networks (IJCNN) 2015, International Neural Network Society (INNS); IEEE Computational Intelligence Society (IEEE-CIS), 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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