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SpCLUST: Towards a fast and reliable clustering for potentially divergent biological sequences SpCLUST: towards a fast and reliable clustering for potentially divergent biological sequences

Johnny Matar , Hicham El Khoury , Jean Claude Charr , Christophe Guyeux , Stéphane Chrétien
Computers in Biology and Medicine, 2019, 114, ⟨10.1016/j.compbiomed.2019.103439⟩
Journal articles hal-02515798v1
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Time to Market Reduction for Hydrogen Fuel Cell Stacks using Generative Adversarial Networks

Nicolas Morizet , Perceval Desforges , Christophe Geissler , Elodie Pahon , Samir Jemeï , et al.
Preprints, Working Papers, ... hal-03906212v1
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l1-Penalised Ordinal Polytomous Regression Estimators with Application to Gene Expression Studies

Stephane Chretien , Christophe Guyeux , Serge Moulin
18th International Workshop on Algorithms in Bioinformatics (WABI 2018)., 2018, Helsinki, Finland. ⟨10.4230/LIPIcs.WABI.2018.17⟩
Conference papers hal-02515974v1
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Average Performance Analysis of the Stochastic Gradient Method for Online PCA

Stephane Chretien , Christophe Guyeux , Zhen-Wai Olivier Ho
Machine Learning, Optimization, and Data Science. LOD 2018, vol 11331., Springer, 2019, Lecture Notes in Computer Science, ⟨10.1007/978-3-030-13709-0_19⟩
Book sections hal-02515921v1
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Efficient Online Laplacian Eigenmap Computation for Dimensionality Reduction in Molecular Phylogeny via Optimisation on the Sphere

Stéphane Chrétien , Christophe Guyeux
Rojas, I., Valenzuela, O., Rojas, F., & Ortuño, F. Bioinformatics and Biomedical Engineering., 2019, Lecture Notes in Computer Science, ⟨10.1007/978-3-030-17938-0_39⟩
Book sections hal-02515902v1
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Introducing and Comparing Recent Clustering Methods for Massive Data Management in the Internet of Things

Christophe Guyeux , Stephane Chretien , Gaby Bou Tayeh , Jacques Demerjian , Jacques Bahi
Journal of sensor and actuator networks, 2019, 8 (4), pp.56. ⟨10.3390/jsan8040056⟩
Journal articles hal-02515787v1
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A new methodology to predict the oncotype scores based on clinico-pathological data with similar tumor profiles

Zeina Al Masry , Romain Pic , Clément Dombry , Christine Devalland
Preprints, Working Papers, ... hal-04020992v1
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Prediction of Oncotype DX using DRFs

Romain Pic , Zeina Al Masry , Clément Dombry , Christine Devalland
Journées Math Bio Santé 2022, Oct 2022, Besançon, France.
Conference poster hal-03894286v1