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Publication search results
found 21 matches
- 2024
- Constance Creux
, Farida Zehraoui, François Radvanyi, Fariza Tahi
:
Comparison and benchmark of deep learning methods for non-coding RNA classification. PLoS Comput. Biol. 20(9): 1012446 (2024) - 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): 94-102 (2023) - Guillaume Postic
, Christophe Tav
, Ludovic Platon, Farida Zehraoui, Fariza Tahi:
IRSOM2: a web server for predicting bifunctional RNAs. Nucleic Acids Res. 51(W1): 281-288 (2023) - Nadia Abchiche-Mimouni, Leila Amgoud, Farida Zehraoui:
Explainable Ensemble Classification Model based on Argumentation. AAMAS 2023: 2367-2369 - 2022
- Victoria Bourgeais, Farida Zehraoui, Blaise Hanczar:
GraphGONet: a self-explaining neural network encapsulating the Gene Ontology graph for phenotype prediction on gene expression. Bioinform. 38(9): 2504-2511 (2022) - 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): 262 (2022) - 2021
- 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. 22-S(10): 455 (2021) - 2020
- 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): 501 (2020) - 2019
- Naziha Sendi
, Nadia Abchiche-Mimouni
, Farida Zehraoui
:
Towards a Transparent Deep Ensemble Method Based on Multiagent Argumentation. EXTRAAMAS@AAMAS 2019: 3-21 - Naziha Sendi, Nadia Abchiche-Mimouni, Farida Zehraoui:
A new Transparent Ensemble Method based on Deep learning. KES 2019: 271-280 - 2018
- 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): i620-i628 (2018) - Ludovic Platon, Farida Zehraoui, Fariza Tahi:
Localized Multiple Sources Self-Organizing Map. ICONIP (3) 2018: 648-659 - 2017
- Ludovic Platon, Farida Zehraoui, Fariza Tahi:
Self-organizing maps with supervised layer. WSOM 2017: 161-168 - 2015
- 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): 728-735 (2015) - 2014
- 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): 364-370 (2014) - 2010
- 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): 171-186 (2010) - 2005
- Farida Zehraoui, Younès Bennani
:
New Self-organizing Maps for Multivariate Sequences Processing. Int. J. Comput. Intell. Appl. 5(4): 439-456 (2005) - 2004
- Farida Zehraoui, Younès Bennani:
M-SOM-ART: Growing Self Organizing Map for Sequences Clustering and Classification. ECAI 2004: 564-570 - Farida Zehraoui, Rushed Kanawati, Sylvie Salotti:
CASEP2: Hybrid Case-Based Reasoning System for Sequence Processing. ECCBR 2004: 449-463 - 2003
- Farida Zehraoui, Rushed Kanawati, Sylvie Salotti:
Case Base Maintenance for Improving Prediction Quality. ICCBR 2003: 703-717 - 2002
- 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: 325-330
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