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ORCIDJérôme Morio
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Journal Articles
- 2024
[j26]Timothé Krauth
, Jérôme Morio, Xavier Olive, Benoit Figuet:
Advanced collision risk estimation in terminal manoeuvring areas using a disentangled variational autoencoder for uncertainty quantification. Eng. Appl. Artif. Intell. 133: 108137 (2024)- [j25]Weikun Deng, Khanh T. P. Nguyen, Christian Gogu, Kamal Medjaher, Jérôme Morio:
Enhancing prognostics for sparse labeled data using advanced contrastive self-supervised learning with downstream integration. Eng. Appl. Artif. Intell. 138: 109268 (2024) - [j24]Julien Demange-Chryst, François Bachoc, Jérôme Morio, Timothé Krauth:
Variational autoencoder with weighted samples for high-dimensional non-parametric adaptive importance sampling. Trans. Mach. Learn. Res. 2024 (2024) - 2023
- [j23]Weikun Deng, Khanh T. P. Nguyen, Kamal Medjaher, Christian Gogu, Jérôme Morio:
Rotor dynamics informed deep learning for detection, identification, and localization of shaft crack and unbalance defects. Adv. Eng. Informatics 58: 102128 (2023) - [j22]Marie Chiron, Christian Genest, Jérôme Morio, Sylvain Dubreuil:
Failure probability estimation through high-dimensional elliptical distribution modeling with multiple importance sampling. Reliab. Eng. Syst. Saf. 235: 109238 (2023) - [j21]Julien Demange-Chryst, François Bachoc, Jérôme Morio:
Efficient estimation of multiple expectations with the same sample by adaptive importance sampling and control variates. Stat. Comput. 33(5): 103 (2023) - 2021
- [j20]Pierre Derennes, Jérôme Morio, Florian Simatos:
Simultaneous estimation of complementary moment independent and reliability-oriented sensitivity measures. Math. Comput. Simul. 182: 721-737 (2021) - [j19]Gabriel Sarazin, Jérôme Morio, Agnès Lagnoux, Mathieu Balesdent, Loïc Brevault:
Reliability-oriented sensitivity analysis in presence of data-driven epistemic uncertainty. Reliab. Eng. Syst. Saf. 215: 107733 (2021) - [j18]Maxime El Masri, Jérôme Morio, Florian Simatos:
Improvement of the cross-entropy method in high dimension for failure probability estimation through a one-dimensional projection without gradient estimation. Reliab. Eng. Syst. Saf. 216: 107991 (2021) - 2020
- [j17]Morgane Menz, Christian Gogu, Sylvain Dubreuil, Nathalie Bartoli, Jérôme Morio:
Adaptive coupling of reduced basis modeling and Kriging based active learning methods for reliability analyses. Reliab. Eng. Syst. Saf. 196: 106771 (2020) - 2019
- [j16]Pierre Derennes, Jérôme Morio, Florian Simatos:
A nonparametric importance sampling estimator for moment independent importance measures. Reliab. Eng. Syst. Saf. 187: 3-16 (2019) - 2018
- [j15]Vincent Chabridon, Mathieu Balesdent, Jean-Marc Bourinet, Jérôme Morio, Nicolas Gayton:
Reliability-based sensitivity estimators of rare event probability in the presence of distribution parameter uncertainty. Reliab. Eng. Syst. Saf. 178: 164-178 (2018) - 2016
- [j14]Christelle Vergé, Jérôme Morio, Pierre Del Moral:
An island particle algorithm for rare event analysis. Reliab. Eng. Syst. Saf. 149: 63-75 (2016) - [j13]Damien Jacquemart, Jérôme Morio:
Tuning of adaptive interacting particle system for rare event probability estimation. Simul. Model. Pract. Theory 66: 36-49 (2016) - 2015
- [j12]Rudy Pastel, Jérôme Morio, François Le Gland:
Extreme density level set estimation for input-output functions via the adaptive splitting technique. J. Comput. Sci. 6: 40-46 (2015) - [j11]Damien Jacquemart, Jérôme Morio, François Le Gland:
Some ideas for bias and variance reduction in the splitting algorithm for diffusion processes. J. Comput. Sci. 11: 58-68 (2015) - [j10]Mathieu Balesdent, Jérôme Morio, Julien Marzat:
Recommendations for the tuning of rare event probability estimators. Reliab. Eng. Syst. Saf. 133: 68-78 (2015) - 2014
- [j9]Jérôme Morio, Mathieu Balesdent, Damien Jacquemart, Christelle Vergé:
A survey of rare event simulation methods for static input-output models. Simul. Model. Pract. Theory 49: 287-304 (2014) - 2013
- [j8]Jérôme Morio, Damien Jacquemart-Tomi, Mathieu Balesdent, Julien Marzat:
Optimisation of interacting particle systems for rare event estimation. Comput. Stat. Data Anal. 66: 117-128 (2013) - 2012
- [j7]Jérôme Morio:
Extreme quantile estimation with nonparametric adaptive importance sampling. Simul. Model. Pract. Theory 27: 76-89 (2012) - 2011
- [j6]Jérôme Morio:
Non-parametric adaptive importance sampling for the probability estimation of a launcher impact position. Reliab. Eng. Syst. Saf. 96(1): 178-183 (2011) - [j5]Jérôme Morio:
Influence of input PDF parameters of a model on a failure probability estimation. Simul. Model. Pract. Theory 19(10): 2244-2255 (2011) - 2009
- [j4]Jérôme Morio, Florent Muller:
Radar measurements analysis for spatial object classification. Int. J. Intell. Def. Support Syst. 2(2): 91-104 (2009) - [j3]Jérôme Morio, Philippe Réfrégier, François Goudail, Pascale Dubois-Fernandez, Xavier Dupuis:
A Characterization of Shannon Entropy and Bhattacharyya Measure of Contrast in Polarimetric and Interferometric SAR Image. Proc. IEEE 97(6): 1097-1108 (2009) - 2008
- [j2]Jérôme Morio, Philippe Réfrégier, François Goudail, Pascale Dubois-Fernandez, Xavier Dupuis:
Information Theory-Based Approach for Contrast Analysis in Polarimetric and/or Interferometric SAR Images. IEEE Trans. Geosci. Remote. Sens. 46(8): 2185-2196 (2008) - 2007
- [j1]Jérôme Morio, François Goudail, Xavier Dupuis, Pascale Dubois-Fernandez, Philippe Réfrégier:
Polarimetric and Interferometric SAR Image Partition Into Statistically Homogeneous Regions Based on the Minimization of the Stochastic Complexity. IEEE Trans. Geosci. Remote. Sens. 45(11-2): 3599-3609 (2007)
Conference and Workshop Papers
- 2018
- [c7]Fabrice Guet, Luca Santinelli, Jérôme Morio, Guillaume Phavorin, Eric Jenn:
Toward Contention Analysis for Parallel Executing Real-Time Tasks. WCET 2018: 4:1-4:13 - [c6]Pierre Derennes, Jérôme Morio, Florian Simatos:
Estimation of moment Independent Importance Measures using a copula and Maximum Entropy Framework. WSC 2018: 1623-1634 - 2017
- [c5]Luca Santinelli, Fabrice Guet, Jérôme Morio:
Revising Measurement-Based Probabilistic Timing Analysis. RTAS 2017: 199-208 - [c4]Fabrice Guet, Luca Santinelli, Jérôme Morio:
On the Representativity of Execution Time Measurements: Studying Dependence and Multi-Mode Tasks. WCET 2017: 3:1-3:13 - 2016
- [c3]Fabrice Guet, Luca Santinelli, Jérôme Morio:
Probabilistic analysis of cache memories and cache memories impacts on multi-core embedded systems. SIES 2016: 131-140 - 2014
- [c2]Luca Santinelli, Jérôme Morio, Guillaume Dufour, Damien Jacquemart:
On the Sustainability of the Extreme Value Theory for WCET Estimation. WCET 2014: 21-30 - 2013
- [c1]Damien Jacquemart-Tomi, Jérôme Morio, François Le Gland:
A combined importance splitting and sampling algorithm for rare event estimation. WSC 2013: 1035-1046
Informal and Other Publications
- 2023
- [i2]Julien Demange-Chryst, François Bachoc, Jérôme Morio, Timothé Krauth:
Variational autoencoder with weighted samples for high-dimensional non-parametric adaptive importance sampling. CoRR abs/2310.09194 (2023) - 2020
- [i1]Morgane Menz, Sylvain Dubreuil, Jérôme Morio, Christian Gogu, Nathalie Bartoli, Marie Chiron:
Variance based sensitivity analysis for Monte Carlo and importance sampling reliability assessment with Gaussian processes. CoRR abs/2011.15001 (2020)
Coauthor Index
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