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⟩
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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
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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
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hal-00932955v1
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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
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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
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hal-00604402v1
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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
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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
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hal-00850687v1
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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
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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.
Article dans une revue
hal-01470994v1
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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.
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
Article dans une revue
hal-01243171v1
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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
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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
Article dans une revue
hal-00537178v1
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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
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hal-01591425v1
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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
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
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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.
Communication dans un congrès
hal-00442312v1
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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
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Forecasting of preprocessed daily solar radiation time series using neural networks
Christophe Paoli
,
Cyril Voyant
,
Marc Muselli
,
Marie Laure Nivet
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
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Machine Learning methods for solar radiation forecasting: a review
Cyril Voyant
,
Gilles Notton
,
S. Kalogirou
,
Marie Laure Nivet
,
Christophe Paoli
,
et al.
Article dans une revue
hal-01426321v1
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