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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.
Technometrics, 2014, 56 (4), pp.455-465. ⟨10.1080/00401706.2013.860918⟩
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
Expert Systems with Applications, 2013, 40 (4), pp.1205-1212. ⟨10.1016/j.eswa.2012.08.018⟩
Journal articles hal-00734441v1

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

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.)
Conference papers 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
IEEE Transactions on Signal Processing, 2014, 62 (16), pp.4091-4104. ⟨10.1109/TSP.2014.2333569⟩
Journal articles hal-00771177v2

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

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

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

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
Statistics and Computing, 2012, 22 (3), pp.773-793. ⟨10.1007/s11222-011-9241-4⟩
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
IEEE Transactions on Signal Processing, 2013, 61 (14), pp.3653-3655. ⟨10.1109/TSP.2013.2261992⟩
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

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

Planification et analyse d'expériences numériques : approche bayésienne (introduction, orientée vers la planification séquentielle)

Julien Bect
2013
Other publications hal-01070453v1

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