F. Zehraoui

发表

SAPHIR - a multi-scale, multi-resolution modeling environment targeting blood pressure regulation and fluid homeostasis

A. Hernandez, P. Baconnier, E. Abdulhay, 2007, 2007 29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

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

B. Hanczar, F. Zehraoui, Victoria Bourgeais, 2022, BMC Bioinformatics.

GraphGONet: a self-explaining neural network encapsulating the Gene Ontology graph for phenotype prediction on gene expression.

B. Hanczar, F. Zehraoui, Victoria Bourgeais, 2022, Bioinformatics.

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

Rushed Kanawati, Sylvie Salotti, Farida Zehraoui, 2010, Int. J. Hybrid Intell. Syst..

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

Farida Zehraoui, Fariza Tahi, Jocelyn Brayet, 2014, Bioinform..

A Novel Integrative Approach for Non-coding RNA Classification Based on Deep Learning

Meriem Belguidoum, Mohamed Batouche, Anouar Boucheham, 2020, Current Bioinformatics.

IpiRId: Integrative approach for piRNA prediction using genomic and epigenomic data

Anouar Boucheham, Fariza Tahi, Mohamed Batouche, 2017, PloS one.

New Self-organizing Maps for Multivariate Sequences Processing

Younès Bennani, Farida Zehraoui, Younès Bennani, 2005, Int. J. Comput. Intell. Appl..

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

Blaise Hanczar, Farida Zehraoui, Victoria Bourgeais, 2021, BMC Bioinformatics.

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

Fariza Tahi, Ludovic Platon, Farida Zehraoui, 2018, Bioinform..

A3SOM, abstained explainable semi-supervised neural network based on self-organizing map

B. Hanczar, F. Tahi, F. Zehraoui, 2023, PloS one.

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

Markus Heinonen, Florence d'Alché-Buc, Farida Zehraoui, 2015, Bioinform..

Case Base Maintenance for Improving Prediction Quality

Rushed Kanawati, Sylvie Salotti, Farida Zehraoui, 2003, ICCBR.

IRSOM2: a web server for predicting bifunctional RNAs

Guillaume Postic, F. Tahi, Ludovic Platon, 2023, Nucleic Acids Res..

miRBoost: boosting support vector machines for microRNA precursor classification

Fariza Tahi, Farida Zehraoui, F. Tahi, 2015, RNA.

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

Blaise Hanczar, Farida Zehraoui, Tina Issa, 2020, BMC Bioinformatics.

Phenotypes Prediction from Gene Expression Data with Deep Multilayer Perceptron and Unsupervised Pre-training

Blaise Hanczar, Farida Zehraoui, Mathieu Henriette, 2018 .

Towards a Transparent Deep Ensemble Method Based on Multiagent Argumentation

Nadia Abchiche-Mimouni, Farida Zehraoui, Naziha Sendi, 2019, EXTRAAMAS@AAMAS.