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authIdHal_s : christophe-paoli

Meteorological time series forecasting based on MLP modelling using heterogeneous transfer functions.

Cyril Voyant , Marie Laure Nivet , Christophe Paoli , Marc Muselli , Gilles Notton
Journal of Physics: Conference Series, 2015, 3rd International Conference on Mathematical Modeling in Physical Sciences (IC-MSQUARE) Aug 2014 Madrid, 574 (1), pp.012064. ⟨10.1088/1742-6596/574/1/012064⟩
Article dans une revue hal-03041989v1
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Simulation-based validation of VHDL descriptions using constraints logic programming

Christophe Paoli , Marie Laure Nivet , Fabrice Bernardi , Laurent Capocchi
IEEE Workshop on RTL and High Level Testing, Nov 2004, Osaka, Japan. pp.S2.3
Communication dans un congrès hal-00440834v1
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24-hours ahead global irradiation forecasting using Multi-Layer Perceptron

Cyril Voyant , Prisca Randimbivololona , Marie Laure Nivet , Christophe Paoli , Marc Muselli
Meteorological Applications, 2013, pp.1
Article dans une revue hal-00770249v1
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Time series modeling and large scale global solar radiation forecasting from geostationary satellites data

Cyril Voyant , Pierrick Haurant , Marc Muselli , Christophe Paoli , Marie Laure Nivet
Solar Energy, 2014
Article dans une revue hal-00932955v1

Semanticize data for decision support: development and deployment of an ontological vocabulary on the web of data.

Christophe Paoli , Marie Laure Nivet , P. Oberti
8th Decision Deck Workshop, Apr 2011, Corte, France
Communication dans un congrès hal-00603414v1

A new support for participatory multicriteria decision aiding: Ev@l software

P. Oberti , Christophe Paoli
73rd Meeting of the European Working Group "Multiple Criteria Decision Aiding", Apr 2011, France
Communication dans un congrès hal-00604402v1

Système d'information sémantique et géographique pour l'AMCD: état de l'art et construction d'une interface utilisateur

Christophe Paoli , Marie Laure Nivet , P. Oberti
72ème journées du groupe de travail européen "Aide multicritère à la décision", Oct 2010, France
Communication dans un congrès hal-00604403v1
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Time series modeling with pruned multi-layer perceptron and 2-stage damped least-squares method

Cyril Voyant , Wani W. Tamas , Christophe Paoli , Aurélia Balu , Marc Muselli , et al.
International Conference on Mathematical Modeling in Physical Sciences, IC-MSQUARE, Sep 2013, Czech Republic. pp.1
Communication dans un congrès hal-00850687v1

Use of the XMCDA format to describe a multicriteria evaluation process to localize a wind park in Corsica: feedback

Marie Laure Nivet , Christophe Paoli , P. Oberti
5th Decision Deck Workshop, Sep 2009, Brest, France
Communication dans un congrès hal-00453931v1
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Bounded global irradiation prediction based on multilayer perceptron and time series formalism

Cyril Voyant , Gilles Notton , Marie Laure Nivet , Fabrice Motte , Alexis Fouilloy , et al.
ELMA, May 2017, Sofia, Bulgaria. pp.82-85
Communication dans un congrès hal-01635218v1

Estimating short time solar irradiation on a tilted plane from horizontal one using Artificial Neural Networks

Gilles Notton , Kahina Dahmani , Rabah Dizene , Cyril Voyant , Marie Laure Nivet , et al.
Conference on Energy Efficiency and Agricultural Engineering, Nov 2015, Rousse, Bulgaria. pp. 380-392
Communication dans un congrès hal-01243206v1
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Uncertainties in global radiation time series forecasting using machine learning: The multilayer perceptron case

Cyril Voyant , Gilles Notton , Christophe Paoli , Alexis Fouilloy , Fabrice Motte , et al.
Energy, 2017, 125, pp.248-257. ⟨10.1016/j.energy.2017.02.098⟩
Article dans une revue hal-01470994v1

Forecasting method for global radiation time series without training phase: comparison with other well-known prediction methodologies

Cyril Voyant , Fabrice Motte , Fouilloy Alexis , Gilles Notton , Christophe Paoli , et al.
Energy, 2016, 120, pp.196-208. ⟨10.1016/j.energy.2016.12.118⟩
Article dans une revue hal-01423959v1
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Hybridization of air quality forecasting models using machine learning and clustering: an original approach to detect pollutant peaks

Wani W. Tamas , Gilles Notton , Christophe Paoli , Marie-Laure Nivet , Cyril Voyant
Aerosol and Air Quality Research, 2016, 16 (2), pp.405-416. ⟨10.4209/aaqr.2015.03.0193⟩
Article dans une revue hal-01243171v1

Solar irradiation forecasting with machine learning and computational methods for 3 weather variabilities

Fouilloy Alexis , Cyril Voyant , Fabrice Motte , Gilles Notton , Christophe Paoli , et al.
Energy, 2018, 165-A, pp.620-629
Article dans une revue hal-02449204v1
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Multi-horizon solar radiation forecasting for Mediterranean locations using time series models

Cyril Voyant , Christophe Paoli , Marc Muselli , Marie Laure Nivet
Renewable and Sustainable Energy Reviews, 2013
Article dans une revue hal-00846823v1
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Bayesian rules and stochastic models for high accuracy prediction of solar radiation

Cyril Voyant , C. Darras , Marc Muselli , Christophe Paoli , Marie Laure Nivet , et al.
Applied Energy, 2013
Article dans une revue hal-00862981v1
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Meteorological time series forecasting based on MLP modelling using heterogeneous transfer functions

Cyril Voyant , Marie Laure Nivet , Christophe Paoli , Marc Muselli , Gilles Notton
International Conference on Mathematical Modeling in Physical Sciences 2014, Aug 2014, Madrid, Spain
Communication dans un congrès hal-00984948v1
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Forecasting of preprocessed daily solar radiation time series using neural networks

Christophe Paoli , Cyril Voyant , Marc Muselli , Marie Laure Nivet
Solar Energy, 2010, 84 (12), pp.2146-2160. ⟨10.1016/j.solener.2010.08.011⟩
Article dans une revue hal-00537178v1

Multi-layer Perceptron and Pruning

Cyril Voyant , Christophe Paoli , Marie-Laure Nivet , Gilles Notton , Fouilloy Alexis , et al.
Turkish Journal of Forecasting, 2017, 1 (1), pp.1-8
Article dans une revue hal-01591425v1

Application of ANN methods for solar radiation estimation

Gilles Notton , Dahmani Kahina , Rabah Dizene , Marie Laure Nivet , Cyril Voyant , et al.
Gayle Cain. Artificial Neural Networks: New Research, Chapter 5, Nova Science Publishers, 2016, Computer Science, Technology and Applications, 978-1-63485-964-6
Chapitre d'ouvrage hal-01591551v1
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Numerical Weather Prediction (NWP) and hybrid ARMA/ANN model to predict global radiation

Cyril Voyant , Marc Muselli , Christophe Paoli , Marie Laure Nivet
Energy, 2012, 39 (1), pp.341-355. ⟨10.1016/j.energy.2012.01.006⟩
Article dans une revue hal-00657635v1
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Flash sous Linux avec Eclipse

Laurent Capocchi , Christophe Paoli
2008, pp.10
Autre publication scientifique hal-01083159v1
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Numerical weather prediction or stochastic modeling: an objective criterion of choice for the global radiation forecasting

Cyril Voyant , Gilles Notton , Christophe Paoli , Marie Laure Nivet , Marc Muselli , et al.
International Journal of Energy Technology and Policy, 2014
Article dans une revue hal-00934872v1
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Energies renouvelables, territoires d'accueil et participation : une expérimentation d'outils visant la médiation des préoccupations d'acteurs en région corse

P. Oberti , Christophe Paoli , Mathieu Ferraci
Les outils pour décider ensemble: nouveaux territoires, nouveaux paradigmes, Nov 2006, Paris, France
Communication dans un congrès hal-00442307v1
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Predictability of PV power grid performance on insular sites without weather stations: use of artificial neural networks

Cyril Voyant , Marc Muselli , Christophe Paoli , Marie Laure Nivet , Philippe Poggi , et al.
24th European Photovoltaic Solar Energy Conference, Sep 2009, Hamburg, Germany. pp.4141 - 4144, ⟨10.4229/24thEUPVSEC2009-5BV.2.35⟩
Communication dans un congrès hal-00442312v1

Actors roles and software interface users rights in a multicriteria evaluation process : state of the art and proposals

Christophe Paoli , P. Oberti
23rd EUROPEAN CONFERENCE ON OPERATIONAL RESEARCH, Jul 2009, Bonn, Germany
Communication dans un congrès hal-00442346v1

Forecasting of preprocessed daily solar radiation time series using neural networks

Christophe Paoli , Cyril Voyant , Marc Muselli , Marie Laure Nivet
Solar Energy, 2010, pp.1-15. ⟨10.1016/j.solener.2010.08.011⟩
Article dans une revue hal-00522627v1
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Validation de descriptions VHDL fondée sur des techniques issues du domaine du test de logiciels

Christophe Paoli
Informatique [cs]. Université de Corse, 2001. Français. ⟨NNT : ⟩
Thèse tel-00438748v1

Machine Learning methods for solar radiation forecasting: a review

Cyril Voyant , Gilles Notton , S. Kalogirou , Marie Laure Nivet , Christophe Paoli , et al.
Renewable Energy, 2017, 105, pp.569-582. ⟨10.1016/j.renene.2016.12.095⟩
Article dans une revue hal-01426321v1