Farida Zehraoui

24 papers A 2B 2C 1Journal 14Unranked 5

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	CrossAttOmics: multiomics data integration with cross-attention. Bioinform. Aurélien Beaude, Franck Augé, Farida Zehraoui, Blaise Hanczar
2025	J	`jnl`	MMnc: multi-modal interpretable representation for non-coding RNA classification and class annotation. Bioinform. Constance Creux, Farida Zehraoui, François Radvanyi, Fariza Tahi
2024	J	`jnl`	Comparison and benchmark of deep learning methods for non-coding RNA classification. PLoS Comput. Biol. Constance Creux, Farida Zehraoui, François Radvanyi, Fariza Tahi
2023	J	`jnl`	AttOmics: attention-based architecture for diagnosis and prognosis from omics data. Bioinform. Aurélien Beaude, Milad Rafiee Vahid, Franck Augé, Farida Zehraoui, Blaise Hanczar
2023	A	`conf`	Explainable Ensemble Classification Model based on Argumentation. AAMAS Nadia Abchiche-Mimouni, Leila Amgoud, Farida Zehraoui
2023	J	`jnl`	IRSOM2: a web server for predicting bifunctional RNAs. Nucleic Acids Res. Guillaume Postic, Christophe Tav, Ludovic Platon, Farida Zehraoui, Fariza Tahi
2022	J	`jnl`	Assessment of deep learning and transfer learning for cancer prediction based on gene expression data. BMC Bioinform. Blaise Hanczar, Victoria Bourgeais, Farida Zehraoui
2022	J	`jnl`	GraphGONet: a self-explaining neural network encapsulating the Gene Ontology graph for phenotype prediction on gene expression. Bioinform. Victoria Bourgeais, Farida Zehraoui, Blaise Hanczar
2021	J	`jnl`	Deep GONet: self-explainable deep neural network based on Gene Ontology for phenotype prediction from gene expression data. BMC Bioinform. Victoria Bourgeais, Farida Zehraoui, Mohamed Ben Hamdoune, Blaise Hanczar
2020	J	`jnl`	Biological interpretation of deep neural network for phenotype prediction based on gene expression. BMC Bioinform. Blaise Hanczar, Farida Zehraoui, Tina Issa, Mathieu Arles
2019	B	`conf`	A new Transparent Ensemble Method based on Deep learning. KES Naziha Sendi, Nadia Abchiche-Mimouni, Farida Zehraoui
2019	—	`conf`	Towards a Transparent Deep Ensemble Method Based on Multiagent Argumentation. EXTRAAMAS@AAMAS Naziha Sendi, Nadia Abchiche-Mimouni, Farida Zehraoui
2018	J	`jnl`	IRSOM, a reliable identifier of ncRNAs based on supervised self-organizing maps with rejection. Bioinform. Ludovic Platon, Farida Zehraoui, Abdelhafid Bendahmane, Fariza Tahi
2018	—	`conf`	Localized Multiple Sources Self-Organizing Map. ICONIP (3) Ludovic Platon, Farida Zehraoui, Fariza Tahi
2017	—	`conf`	Self-organizing maps with supervised layer. WSOM Ludovic Platon, Farida Zehraoui, Fariza Tahi
2015	J	`jnl`	Detecting time periods of differential gene expression using Gaussian processes: an application to endothelial cells exposed to radiotherapy dose fraction. Bioinform. Markus Heinonen, Olivier Guipaud, Fabien Milliat, Valérie Buard, Béatrice Micheau, Georges Tarlet, Marc Benderitter, Farida Zehraoui, Florence d'Alché-Buc
2014	J	`jnl`	Towards a piRNA prediction using multiple kernel fusion and support vector machine. Bioinform. Jocelyn Brayet, Farida Zehraoui, Laurence Jeanson-Leh, David Israeli, Fariza Tahi
2010	J	`jnl`	Hybrid neural network and case based reasoning system for Web user behavior clustering and classification. Int. J. Hybrid Intell. Syst. Farida Zehraoui, Rushed Kanawati, Sylvie Salotti
2005	J	`jnl`	New Self-organizing Maps for Multivariate Sequences Processing. Int. J. Comput. Intell. Appl. Farida Zehraoui, Younès Bennani
2004	—	`conf`	CASEP2: Hybrid Case-Based Reasoning System for Sequence Processing. ECCBR Farida Zehraoui, Rushed Kanawati, Sylvie Salotti
2004	A	`conf`	M-SOM-ART: Growing Self Organizing Map for Sequences Clustering and Classification. ECAI Farida Zehraoui, Younès Bennani
2004	B	`conf`	M-SOM: matricial self organizing map for sequence clustering and classification. IJCNN Farida Zehraoui, Younès Bennani
2003	C	`conf`	Case Base Maintenance for Improving Prediction Quality. ICCBR Farida Zehraoui, Rushed Kanawati, Sylvie Salotti
2002	—	`conf`	Raisonnement à partir de cas pour la prédiction à partir de bases de données volumineuses constituées de séquences. EGC Farida Zehraoui, Sandrine Fabre, Rushed Kanawati, Maria Malek, Sylvie Salotti, Eric Janvier