Farida Zehraoui
Farida Zehraoui
Université Paris-Saclay, Univ Evry, IBISC, 91020, Evry-Courcouronnes, France
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Towards a piRNA prediction using multiple kernel fusion and support vector machine
J Brayet, F Zehraoui, L Jeanson-Leh, D Israeli, F Tahi
Bioinformatics 30 (17), i364-i370, 2014
miRBoost: boosting support vector machines for microRNA precursor classification
S Tempel, B Zerath, F Zehraoui, F Tahi
RNA 21 (5), 775-785, 2015
Detecting time periods of differential gene expression using Gaussian processes: an application to endothelial cells exposed to radiotherapy dose fraction
M Heinonen, O Guipaud, F Milliat, V Buard, B Micheau, G Tarlet, ...
Bioinformatics 31 (5), 728-735, 2015
Deep GONet: self-explainable deep neural network based on Gene Ontology for phenotype prediction from gene expression data
V Bourgeais, F Zehraoui, M Ben Hamdoune, B Hanczar
BMC bioinformatics 22 (10), 1-25, 2021
Biological interpretation of deep neural network for phenotype prediction based on gene expression
B Hanczar, F Zehraoui, T Issa, M Arles
BMC bioinformatics 21, 1-18, 2020
A new transparent ensemble method based on deep learning
N Sendi, N Abchiche-Mimouni, F Zehraoui
Procedia Computer Science 159, 271-280, 2019
IpiRId: Integrative approach for piRNA prediction using genomic and epigenomic data
A Boucheham, V Sommard, F Zehraoui, A Boualem, M Batouche, ...
PloS one 12 (6), e0179787, 2017
New self-organizing maps for multivariate sequences processing
F Zehraoui, Y Bennani
International Journal of Computational Intelligence and Applications 5 (04 …, 2005
SAPHIR-a multi-scale, multi-resolution modeling environment targeting blood pressure regulation and fluid homeostasis
SR Thomas, E Abdulhay, P Baconnier, J Fontecave, JP Françoise, ...
2007 29th Annual International Conference of the IEEE Engineering in …, 2007
CASEP2: Hybrid case-based reasoning system for sequence processing
F Zehraoui, R Kanawati, S Salotti
Advances in Case-Based Reasoning: 7th European Conference, ECCBR 2004 …, 2004
Assessment of deep learning and transfer learning for cancer prediction based on gene expression data
B Hanczar, V Bourgeais, F Zehraoui
BMC bioinformatics 23 (1), 262, 2022
Self-organizing maps with supervised layer
L Platon, F Zehraoui, F Tahi
2017 12th International Workshop on Self-Organizing Maps and Learning Vector …, 2017
M-som-art: Growing self organizing map for sequences clustering and classification
F Zehraoui, Y Bennani
ECAI 16, 564, 2004
Systèmes d'apprentissage connexionnistes et raisonnement à partir de cas pour la classification et le classement de séquence
F Zehraoui
Paris 13, 2004
Case base maintenance for improving prediction quality
F Zehraoui, R Kanawati, S Salotti
Case-Based Reasoning Research and Development: 5th International Conference …, 2003
GraphGONet: a self-explaining neural network encapsulating the Gene Ontology graph for phenotype prediction on gene expression
V Bourgeais, F Zehraoui, B Hanczar
Bioinformatics 38 (9), 2504-2511, 2022
IRSOM, a reliable identifier of ncRNAs based on supervised self-organizing maps with rejection
L Platon, F Zehraoui, A Bendahmane, F Tahi
Bioinformatics 34 (17), i620-i628, 2018
Phenotypes prediction from gene expression data with deep multilayer perceptron and unsupervised pre-training
B Hanczar, M Henriette, T Ratovomanana, F Zehraoui
Int J Biosci Biochem Bioinform 8, 125-31, 2018
M-som: matricial self organizing map for sequence clustering and classification
F Zehraoui, Y Bennani
2004 IEEE International Joint Conference on Neural Networks (IEEE Cat. No …, 2004
A novel integrative approach for non-coding RNA classification based on deep learning
A Boukelia, A Boucheham, M Belguidoum, M Batouche, F Zehraoui, ...
Current Bioinformatics 15 (4), 338-348, 2020
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