Farida Zehraoui

Publication Activity (10 Years)

Years Active: 2002-2023
Publications (10 Years): 11

Top Topics

Gaussian Process

Som Neural Network

Gene Expression

Top Venues

EXTRAAMAS@AAMAS

Publications

Guillaume Postic, Christophe Tav, Ludovic Platon, Farida Zehraoui, Fariza Tahi
IRSOM2: a web server for predicting bifunctional RNAs. Nucleic Acids Res. 51 (W1) (2023)
Nadia Abchiche-Mimouni, Leila Amgoud, Farida Zehraoui
Explainable Ensemble Classification Model based on Argumentation. AAMAS (2023)
Aurélien Beaude, Milad Rafiee Vahid, Franck Augé, Farida Zehraoui, Blaise Hanczar
AttOmics: attention-based architecture for diagnosis and prognosis from omics data. Bioinform. 39 (Supplement-1) (2023)
Blaise Hanczar, Victoria Bourgeais, Farida Zehraoui
Assessment of deep learning and transfer learning for cancer prediction based on gene expression data. BMC Bioinform. 23 (1) (2022)
Victoria Bourgeais, Farida Zehraoui, Mohamed Ben Hamdoune, Blaise Hanczar
Deep GONet: self-explainable deep neural network based on Gene Ontology for phenotype prediction from gene expression data. BMC Bioinform. (10) (2021)
Blaise Hanczar, Farida Zehraoui, Tina Issa, Mathieu Arles
Biological interpretation of deep neural network for phenotype prediction based on gene expression. BMC Bioinform. 21 (1) (2020)
Naziha Sendi, Nadia Abchiche-Mimouni, Farida Zehraoui
A new Transparent Ensemble Method based on Deep learning. KES (2019)
Naziha Sendi, Nadia Abchiche-Mimouni, Farida Zehraoui
Towards a Transparent Deep Ensemble Method Based on Multiagent Argumentation. EXTRAAMAS@AAMAS (2019)
Ludovic Platon, Farida Zehraoui, Abdelhafid Bendahmane, Fariza Tahi
IRSOM, a reliable identifier of ncRNAs based on supervised self-organizing maps with rejection. Bioinform. 34 (17) (2018)
Ludovic Platon, Farida Zehraoui, Fariza Tahi
Localized Multiple Sources Self-Organizing Map. ICONIP (3) (2018)
Ludovic Platon, Farida Zehraoui, Fariza Tahi
Self-organizing maps with supervised layer. WSOM (2017)
Markus Heinonen, Olivier Guipaud, Fabien Milliat, Valérie Buard, Béatrice Micheau, Georges Tarlet, Marc Benderitter, Farida Zehraoui, Florence d'Alché-Buc
Detecting time periods of differential gene expression using Gaussian processes: an application to endothelial cells exposed to radiotherapy dose fraction. Bioinform. 31 (5) (2015)
Jocelyn Brayet, Farida Zehraoui, Laurence Jeanson-Leh, David Israeli, Fariza Tahi
Towards a piRNA prediction using multiple kernel fusion and support vector machine. Bioinform. 30 (17) (2014)
Farida Zehraoui, Rushed Kanawati, Sylvie Salotti
Hybrid neural network and case based reasoning system for Web user behavior clustering and classification. Int. J. Hybrid Intell. Syst. 7 (3) (2010)
Farida Zehraoui, Younès Bennani
New Self-organizing Maps for Multivariate Sequences Processing. Int. J. Comput. Intell. Appl. 5 (4) (2005)
Farida Zehraoui, Younès Bennani
M-SOM-ART: Growing Self Organizing Map for Sequences Clustering and Classification. ECAI (2004)
Farida Zehraoui, Rushed Kanawati, Sylvie Salotti
CASEP2: Hybrid Case-Based Reasoning System for Sequence Processing. ECCBR (2004)
Farida Zehraoui, Rushed Kanawati, Sylvie Salotti
Case Base Maintenance for Improving Prediction Quality. ICCBR (2003)
Farida Zehraoui, Sandrine Fabre, Rushed Kanawati, Maria Malek, Sylvie Salotti, Eric Janvier
Raisonnement à partir de cas pour la prédiction à partir de bases de données volumineuses constituées de séquences. EGC (2002)