Paul-Henry Cournède
Orcid: 0000-0001-7679-6197
According to our database1,
Paul-Henry Cournède
authored at least 39 papers
between 2005 and 2024.
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Bibliography
2024
A novel batch-effect correction method for scRNA-seq data based on Adversarial Information Factorization.
PLoS Comput. Biol., February, 2024
2023
Briefings Bioinform., September, 2023
PLoS Comput. Biol., March, 2023
Causal Dynamic Variational Autoencoder for Counterfactual Regression in Longitudinal Data.
CoRR, 2023
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023
Spatio-Temporal Analysis of Patient-Derived Organoid Videos Using Deep Learning for the Prediction of Drug Efficacy.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023
Proceedings of the Computational Methods in Systems Biology, 2023
2022
IEEE ACM Trans. Comput. Biol. Bioinform., 2022
Leveraging conditional generative models in a general explanation framework of classifier decisions.
Future Gener. Comput. Syst., 2022
CoRR, 2022
Hyper-AdaC: Adaptive clustering-based hypergraph representation of whole slide images for survival analysis.
Proceedings of the Machine Learning for Health, 2022
2021
Automaton-ABC: A statistical method to estimate the probability of spatio-temporal properties for parametric Markov population models.
Theor. Comput. Sci., 2021
Visual Explanation by Unifying Adversarial Generation and Feature Importance Attributions.
Proceedings of the Interpretability of Machine Intelligence in Medical Image Computing, and Topological Data Analysis and Its Applications for Medical Data, 2021
Proceedings of the Computational Methods in Systems Biology, 2021
2020
Data Knowl. Eng., 2020
Proceedings of the Mathematical and Computational Oncology, 2020
Combining Similarity and Adversarial Learning to Generate Visual Explanation: Application to Medical Image Classification.
Proceedings of the 25th International Conference on Pattern Recognition, 2020
2019
Asymptotic distribution of likelihood ratio test statistics for variance components in nonlinear mixed effects models.
Comput. Stat. Data Anal., 2019
Proceedings of the Computational Methods in Systems Biology, 2019
2017
Ecol. Informatics, 2017
2016
Bayesian parameter estimation for the Wnt pathway: an infinite mixture models approach.
Bioinform., 2016
Learning from User Workflows for the Characterization and Prediction of Software Crashes.
Proceedings of the IEEE International Conference on Data Mining Workshops, 2016
2015
A comparison of a generic MCMC-based algorithm for Bayesian estimation in C++, R and Julia: application to plant growth modeling.
Proceedings of the 48th Annual Simulation Symposium, 2015
WIP - Promoting good modeling practice with a domain-specific language and statistical algorithms designed for parallel computing.
Proceedings of the Symposium on Theory of Modeling & Simulation: DEVS Integrative M&S Symposium, 2015
2014
Model-Based Analysis-Synthesis for Realistic Tree Reconstruction and Growth Simulation.
IEEE Trans. Geosci. Remote. Sens., 2014
Parameter estimation via stochastic variants of the ECM algorithm with applications to plant growth modeling.
Comput. Stat. Data Anal., 2014
Comb. Probab. Comput., 2014
2013
Parallel Graph Grammars with Instantiation Rules Allow Efficient Structural Factorization of Virtual Vegetation.
Electron. Commun. Eur. Assoc. Softw. Sci. Technol., 2013
Towards an EDSL to Enhance Good Modelling Practice for Non-linear Stochastic Discrete Dynamical Models - Application to Plant Growth Models.
Proceedings of the SIMULTECH 2013, 2013
Proceedings of the SIAM Conference on Control and its Applications, 2013
Iterative convolution particle filtering for nonlinear parameter estimation and data assimilation with application to crop yield prediction.
Proceedings of the SIAM Conference on Control and its Applications, 2013
2012
An efficient computational method for global sensitivity analysis and its application to tree growth modelling.
Reliab. Eng. Syst. Saf., 2012
An optimal control methodology for plant growth - Case study of a water supply problem of sunflower.
Math. Comput. Simul., 2012
2008
Analytical study of a stochastic plant growth model: Application to the GreenLab model.
Math. Comput. Simul., 2008
Structural identifiability of generalized constraint neural network models for nonlinear regression.
Neurocomputing, 2008
2007
Simulation and Visualisation of Functional Landscapes: Effects of the Water Resource Competition Between Plants.
J. Comput. Sci. Technol., 2007
2006
Structural Factorization of Plants to Compute Their Functional and Architectural Growth.
Simul., 2006
A dynamical model of plant growth with full retroaction between organogenesis and photosynthesis.
ARIMA J., 2006
2005
Un problème d'optimisation des apports en eau pour la croissance des plantes dans le modèle GreenLab.
ARIMA J., 2005