Farida Zehraoui

According to our database, Farida Zehraoui authored at least 20 papers between 2002 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Comparison and benchmark of deep learning methods for non-coding RNA classification.

Constance Creux, Farida Zehraoui, François Radvanyi, Fariza Tahi

PLoS Comput. Biol., 2024

2023

IRSOM2: a web server for predicting bifunctional RNAs.

Guillaume Postic, Christophe Tav, Ludovic Platon, Farida Zehraoui, Fariza Tahi

Nucleic Acids Res., July, 2023

AttOmics: attention-based architecture for diagnosis and prognosis from omics data.

Aurélien Beaude, Milad Rafiee Vahid, Franck Augé, Farida Zehraoui, Blaise Hanczar

Bioinform., 2023

Explainable Ensemble Classification Model based on Argumentation.

Nadia Abchiche-Mimouni, Leila Amgoud, Farida Zehraoui

Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, 2023

2022

Assessment of deep learning and transfer learning for cancer prediction based on gene expression data.

Blaise Hanczar, Victoria Bourgeais, Farida Zehraoui

BMC Bioinform., 2022

2021

Deep GONet: self-explainable deep neural network based on Gene Ontology for phenotype prediction from gene expression data.

Victoria Bourgeais, Farida Zehraoui, Mohamed Ben Hamdoune, Blaise Hanczar

BMC Bioinform., 2021

2020

Biological interpretation of deep neural network for phenotype prediction based on gene expression.

Blaise Hanczar, Farida Zehraoui, Tina Issa, Mathieu Arles

BMC Bioinform., 2020

2019

A new Transparent Ensemble Method based on Deep learning.

Naziha Sendi, Nadia Abchiche-Mimouni, Farida Zehraoui

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 23rd International Conference KES-2019, 2019

Towards a Transparent Deep Ensemble Method Based on Multiagent Argumentation.

Naziha Sendi, Nadia Abchiche-Mimouni, Farida Zehraoui

Proceedings of the Explainable, Transparent Autonomous Agents and Multi-Agent Systems, 2019

2018

IRSOM, a reliable identifier of ncRNAs based on supervised self-organizing maps with rejection.

Ludovic Platon, Farida Zehraoui, Abdelhafid Bendahmane, Fariza Tahi

Bioinform., 2018

Localized Multiple Sources Self-Organizing Map.

Ludovic Platon, Farida Zehraoui, Fariza Tahi

Proceedings of the Neural Information Processing - 25th International Conference, 2018

2017

Self-organizing maps with supervised layer.

Ludovic Platon, Farida Zehraoui, Fariza Tahi

Proceedings of the 12th International Workshop on Self-Organizing Maps and Learning Vector Quantization, 2017

2015

Detecting time periods of differential gene expression using Gaussian processes: an application to endothelial cells exposed to radiotherapy dose fraction.

Markus Heinonen, Olivier Guipaud, Fabien Milliat, Valérie Buard, Béatrice Micheau, Georges Tarlet, Marc Benderitter, Farida Zehraoui, Florence d'Alché-Buc

Bioinform., 2015

2014

Towards a piRNA prediction using multiple kernel fusion and support vector machine.

Jocelyn Brayet, Farida Zehraoui, Laurence Jeanson-Leh, David Israeli, Fariza Tahi

Bioinform., 2014

2010

Hybrid neural network and case based reasoning system for Web user behavior clustering and classification.

Farida Zehraoui, Rushed Kanawati, Sylvie Salotti

Int. J. Hybrid Intell. Syst., 2010

2005

New Self-organizing Maps for Multivariate Sequences Processing.

Farida Zehraoui, Younès Bennani

Int. J. Comput. Intell. Appl., 2005

2004

CASEP2: Hybrid Case-Based Reasoning System for Sequence Processing.

Farida Zehraoui, Rushed Kanawati, Sylvie Salotti

Proceedings of the Advances in Case-Based Reasoning, 7th European Conference, 2004

M-SOM-ART: Growing Self Organizing Map for Sequences Clustering and Classification.

Farida Zehraoui, Younès Bennani

Proceedings of the 16th Eureopean Conference on Artificial Intelligence, 2004

2003

Case Base Maintenance for Improving Prediction Quality.

Farida Zehraoui, Rushed Kanawati, Sylvie Salotti

Proceedings of the Case-Based Reasoning Research and Development, 2003

2002

Raisonnement à partir de cas pour la prédiction à partir de bases de données volumineuses constituées de séquences.

Farida Zehraoui, Sandrine Fabre, Rushed Kanawati, Maria Malek, Sylvie Salotti, Eric Janvier

Proceedings of the Extraction et gestion des connaissances (EGC'2002), 2002