Uncertainty modeling in wind power generation prediction by neural networks and bootstrapping
Ronay Ak
,
Valeria Vitelli
,
Enrico Zio
ESREL 2013 , Sep 2013, Amsterdam, Netherlands. pp.1-6
Conference papers
hal-00838772v1
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Probabilistic Support Vector Regression for Short-Term Prediction of Power Plants Equipment
Jie Liu
,
Redouane Seraoui
,
Valeria Vitelli
,
Enrico Zio
Prognostics and System Health Management Conference - PHM-2013 , Sep 2013, Milano, Italy. pp.1-6
Conference papers
hal-00838776v1
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Fast parallel kriging-based stepwise uncertainty reduction with application to the identification of an excursion set
Clément Chevalier
,
Julien Bect
,
David Ginsbourger
,
Emmanuel Vazquez
,
Victor Picheny
,
et al.
Journal articles
hal-00641108v2
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Probabilistic computation of wind farm power generation based on wind turbine dynamic modeling
Herman Bayem
,
Yannick Phulpin
,
Philippe Dessante
,
Julien Bect
10th International Conference on Probablistic Methods Applied to Power Systems (PMAPS 2008) , May 2008, Rincon, Puerto Rico
Conference papers
hal-00215958v3
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NSGA-II-trained neural network approach to the estimation of prediction intervals of scale deposition rate in oil & gas equipment
Ronay Ak
,
Yan-Fu Li
,
Valeria Vitelli
,
Enrico Zio
Journal articles
hal-00734441v1
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Advances on regularized generalized canonical correlation analysis
Arthur Tenenhaus
20th International Conference on computational statistics (COMPSTAT'12) , Aug 2012, Limassol, Cyprus
Conference papers
hal-00756431v1
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Régression Logistique Multivoie
Laurent Le Brusquet
,
Gisela Lechuga
,
Arthur Tenenhaus
JdS 2014 , Jun 2014, Rennes, France. 6 p
Conference papers
hal-01056558v1
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A Genetic Algorithm and Neural Network Technique for Predicting Wind Power under Uncertainty
Ronay Ak
,
Yan-Fu Li
,
Valeria Vitelli
,
Enrico Zio
Prognostics and System Health Management Conference PHM-2013 , Sep 2013, Milan, Italy. pp.1-6
Conference papers
hal-00752919v1
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Optimisation bayésienne par méthodes SMC
Romain Benassi
,
Julien Bect
,
Emmanuel Vazquez
Journées annuelles du GdR MASCOT-NUM (MASCOT-NUM'12) , Mar 2012, Bruyères-le-Châtel France
Conference papers
hal-00669170v1
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Bayesian Subset Simulation: a kriging-based subset simulation algorithm for the estimation of small probabilities of failure
Ling Li
,
Julien Bect
,
Emmanuel Vazquez
11th International Probabilistic Assessment and Management Conference (PSAM11) and The Annual European Safety and Reliability Conference (ESREL 2012) , Jun 2012, Helsinki, Finland. CD-ROM Proceedings (10 p.)
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hal-00715316v1
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Caractérisation des coefficients de Strickler d'un fleuve par inversion probabiliste
Mathieu Couplet
,
Laurent Le Brusquet
,
Alberto Pasanisi
42èmes Journées de Statistique , 2010, Marseille, France, France
Conference papers
inria-00494773v1
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Imaging genetics: bio-informatics and bio-statistics challenges
Jean-Baptiste Poline
,
Christophe Lalanne
,
Arthur Tenenhaus
,
Edouard Duchesnay
,
Bertrand Thirion
,
et al.
19th International Conference on Computational Statistics , Aug 2010, Paris, France
Conference papers
inria-00523236v1
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Relabeling and Summarizing Posterior Distributions in Signal Decomposition Problems when the Number of Components is Unknown
Alireza Roodaki
,
Julien Bect
,
Gilles Fleury
Journal articles
hal-00771177v2
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Quantifying and reducing uncertainties on a set of failure using random set theory and Kriging
Clément Chevalier
,
David Ginsbourger
,
Julien Bect
,
Ilya Molchanov
SIAM Conference on Uncertainty Quantification (UQ12) , Apr 2012, Raleigh, United States
Conference papers
hal-00669172v1
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Bayes-optimal importance sampling for computer experiments
Julien Bect
,
Emmanuel Vazquez
7th International Workshop on Simulation (IWS 2013) , May 2013, Rimini, Italy
Conference papers
hal-00933660v1
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Global Criteria for Sparse Penalized Partial Least Squares
Tzu-Yu Liu
,
Laura Trinchera
,
Arthur Tenenhaus
,
Dennis Wei
,
Alfred O. Hero
WSC 2013 , Jun 2013, Hong-Kong, China. pp.STS068-P4
Conference papers
hal-00869397v1
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A new criterion for sparse PLS
Tzu-Yu Liu
,
Laura Trinchera
,
Arthur Tenenhaus
,
William B. Dennis
,
Alfred Hero
20th International Conference on computational statistics (COMPSTAT'12) , Aug 2012, Limassol, Cyprus
Conference papers
hal-00756441v1
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Quantification et réduction de l'incertitude concernant les propriétés de monotonie d'un code de calcul coûteux à évaluer
Julien Bect
,
Nicolas Bousquet
,
Bertrand Iooss
,
Shijie Liu
,
Alice Mabille
,
et al.
46èmes Journées de Statistique de la SFdS (JdS 2014) , Jun 2014, Rennes, France. 6 p
Conference papers
hal-01057322v1
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Méthodes multiblocs pour l'identification de gènes associés au vieillissement cutané chez 502 femmes caucasiennes adultes
Anne Bernard
,
Arthur Tenenhaus
,
Jean-François Zagury
,
Gilbert Saporta
,
Christiane Guinot
EGC 2012 , Jan 2012, Bordeaux, France. pp.555-556
Conference papers
hal-00750918v1
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Quantifying uncertainties on excursion sets under a Gaussian random field prior
Dario Azzimonti
,
Julien Bect
,
Clément Chevalier
,
David Ginsbourger
2015
Preprints, Working Papers, ...
hal-01103644v1
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Sequential design of computer experiments for the estimation of a probability of failure
Julien Bect
,
David Ginsbourger
,
Ling Li
,
Victor Picheny
,
Emmanuel Vazquez
Journal articles
hal-00689580v1
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Nuclear power plant components condition monitoring by probabilistic support vector machine
Jie Liu
,
Redouane Seraoui
,
Valeria Vitelli
,
Enrico Zio
Annals of Nuclear Energy , 2013, 56, pp.23-33
Journal articles
hal-00790421v1
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Comments on "Joint Bayesian Model Selection and Estimation of Noisy Sinusoids via Reversible Jump MCMC
Alireza Roodaki
,
Julien Bect
,
Gilles Fleury
Journal articles
hal-00928902v1
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An integrated PLS Regression-based approach for multidimensional blocks in PLS path modeling
Vincenzo Esposito Vinzi
,
Giorgio Russolillo
,
Laura Trinchera
42èmes Journées de Statistique , 2010, Marseille, France, France
Conference papers
inria-00494815v1
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A numerical comparison of two sequential kriging-based algorithms to estimate a probability of failure
Ling Li
,
Julien Bect
,
Emmanuel Vazquez
Uncertainty in Computer Models (UCM) 2010 , Jul 2010, Sheffield, United Kingdom
Conference papers
hal-00482541v1
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On the joint Bayesian model selection and estimation of sinusoids via reversible jump MCMC in low SNR situations
Alireza Roodaki
,
Julien Bect
,
Gilles Fleury
10th International Conference on Information Sciences, Signal Processing and their Applications (ISSPA'10) , May 2010, Kuala Lumpur, Malaysia. pp.5-8
Conference papers
hal-00517661v1
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Planification et analyse d'expériences numériques : approche bayésienne (introduction, orientée vers la planification séquentielle)
Julien Bect
2013
Other publications
hal-01070453v1
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Tomographic Reconstruction with L1-Minimization Strategy for Rotational Angiography
Hélène Langet
,
Cyril Riddell
,
Arthur Tenenhaus
,
Yves Trousset
,
Elisabeth Lahalle
,
et al.
20th International Conference on computational statistics (COMPSTAT'12) , Aug 2012, Limassol, Cyprus
Conference papers
hal-00756446v1
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Multi-objective Genetic Algorithm Optimization of a Neural Network for Estimating Wind Speed Prediction Intervals
Ronay Ak
,
Yan-Fu Li
,
Valeria Vitelli
,
Enrico Zio
2013
Preprints, Working Papers, ...
hal-00864850v1
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The Impact of the Observation of Predictive Features on the Diagnosis of Pigmented Skin Lesions and the therapeutic decision
Y. Wazaefi
,
Arthur Tenenhaus
,
Alex Nkengne
,
Jean-Francois Horn
,
Alain Giron
,
et al.
DMIN'12 , Jul 2012, Nevada, United States. CD-ROM Proceedings (4 p.)
Conference papers
hal-00756094v1
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