Christophe Paoli

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Présentation

With more than 10 years of experience in a French university, Christophe Paoli's expertise includes deep administrative knowledge acquired from working as a Vice Dean in charge of industry relations, IT department Director, Management Board member, degree Manager, and vice president for international relations. Seconded at the French Ministry for Europe and Foreign Affairs for eight years, he developed skills in international higher education cooperation, developing and implementing innovative cooperation strategies. He was a leader in a diverse and complex environment, handling classified and sensitive information.

His information technology talent encompasses algorithms and data structures, web programming, XML and associated technologies, semantic web, compilation, machine learning, and theory of computation. In addition to software testing during his doctorate, his laboratory research work focused on two areas: decision support to assist policymakers and the use of machine learning techniques to estimate and predict time series: renewable energy and pollutants.

Comfortable in dealing with industry, he also worked as a consultant in an international and multidisciplinary environment and shared his deep knowledge in information technology (web mastering, CMS, database and data analysis) and French universities' informational systems. As an independent contractor, his experience covers training, teaching, business analysis and document analysis for public and private companies.


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Publications

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

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
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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
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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.

Renewable Energy, 2017, 105, pp.569-582. ⟨10.1016/j.renene.2016.12.095⟩

Article dans une revue hal-01426321v1
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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
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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.

Energy, 2016, 120, pp.196-208. ⟨10.1016/j.energy.2016.12.118⟩

Article dans une revue hal-01423959v1

Multilayer Perceptron Approach for estimating 5-min and hourly horizontal global radiation from exogenous meteorological data in locations without solar measurements.

Kahina Dahmani , Gilles Notton , C Voyant , Rabah Dizene , Christophe Paoli et al.

Renewable Energy, 2016, 90, pp.267-290

Article dans une revue hal-01291893v1

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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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
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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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Meteorological time series forecasting with pruned multi-layer perceptron and 2-stage Levenberg-Marquardt method

Cyril Voyant , Wani W. Tamas , Marie Laure Nivet , Gilles Notton , Christophe Paoli et al.

International Journal of Modelling, Identification and Control, 2014

Article dans une revue hal-01020794v1
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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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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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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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Hybrid methodology for hourly global radiation forecasting in Mediterranean area

Cyril Voyant , Marc Muselli , Christophe Paoli , Marie Laure Nivet

Renewable Energy, 2013, pp.1. ⟨10.1016/j.renene.2012.10.049⟩

Article dans une revue hal-00750486v1
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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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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 istex hal-00537178v1

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 istex hal-00522627v1

Maximum power point prediction of a PV module using artificial neural networks

Ionut Caluianu , Gilles Notton , Iolanda Colda , Christophe Paoli

Sesiunea de comunicari stiintifice a scolii doctorale din universitatea tehnica de constructii bucuresti, 2010, ISBN: 978-973-100-129-6, editure conspress, p. 51-58, 23

Article dans une revue hal-00604404v1
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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

Global irradiation interval forecasts based on artificial neural network

Alexis Fouilloy , Cyril Voyant , Gilles Notton , Marie Laure Nivet , Fabrice Motte et al.

1st International web conference on forecasting, Oct 2017, Giresun, Turkey

Communication dans un congrès hal-01635195v1
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Kalman filtering and classical time series tools for global radiation prediction

Cyril Voyant , Fabrice Motte , Alexis Fouilloy , Gilles Notton , Christophe Paoli et al.

4th International Conference on Energy, Sustainability and Climate Change, IRCC, Jun 2017, Santorin, Greece

Communication dans un congrès hal-01635209v1

Tilos, the first autonomous renewable green island in Mediterranean: A Horizon 2020 project

Gilles Notton , Marie Laure Nivet , Fabrice Motte , Cyril Voyant , Fouilloy Alexis et al.

15th Int. Conf. Electrical, Machines, Drives and Power Systems (IEEE), ELMA 2017, Jun 2017, Sofia, Bulgaria. pp.102-105

Communication dans un congrès hal-01591625v1

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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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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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
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URBAN OZONE CONCENTRATION FORECASTING WITH ARTIFICIAL NEURAL NETWORK IN CORSICA

Wani W. Tamas , Gilles Notton , Christophe Paoli , Cyril Voyant , Marie Laure Nivet et al.

Sustainable Solutions for Energy and Environment. EENVIRO 2013, Sep 2013, Buchatrest, Romania

Communication dans un congrès hal-00830375v1
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Multi-horizon Irradiation Forecasting Using Time Series Models

Christophe Paoli , Cyril Voyant , Marc Muselli , Marie Laure Nivet

2013 ISES Solar World Congress, Nov 2013, Mexico

Communication dans un congrès hal-00846839v1
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Estimation of 5-min solar global irradiation on tilted planes by ANN method in Bouzareah, Algeria

Kahina Dahmani , Gilles Notton , Rabah Dizene , Christophe Paoli , Cyril Voyant et al.

Call for Papers The first International Conference on Nanoelectronics, Communications and Renewable Energy (ICNCRE'13), Sep 2013, Algeria

Communication dans un congrès hal-00848841v1
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The global radiation forecasting based on NWP or stochastic modeling: an objective criterion of choice

Cyril Voyant , Dahmani Kahina , Gilles Notton , Christophe Paoli , Marie Laure Nivet et al.

first International Conference on Nanoelectronics, Communications and Renewable Energy (ICNCRE'13), Sep 2013, Algeria

Communication dans un congrès hal-00848844v1
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HOURLY GLOBAL RADIATION PREDICTION FROM GEOSTATIONARY SATELLITE DATAHOURLY GLOBAL RADIATION PREDICTION FROM GEOSTATIONARY SATELLITE DATA

Pierrick Haurant , Cyril Voyant , Marc Muselli , Marie Laure Nivet , Christophe Paoli

EU PVSEC 2013, Sep 2013, France

Communication dans un congrès hal-00865919v1

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

Use of exogenous data to improve an artificial neural network dedicated to daily global radiation forecasting

Christophe Paoli , Cyril Voyant , Marc Muselli , Marie Laure Nivet

International Conference on Environment and Electrical Engineering, May 2010, Prague, Czech Republic. pp.49-52

Communication dans un congrès hal-00485887v1

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

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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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
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Solar Radiation Forecasting Using Ad-Hoc Time Series Preprocessing and Neural Networks.

Christophe Paoli , Cyril Voyant , Marc Muselli , Marie Laure Nivet

International Conference on Intelligent Computing (ICIC 2009), Sep 2009, Ulsan, North Korea. pp.898-907, ⟨10.1007/978-3-642-04070-2_95⟩

Communication dans un congrès hal-00438781v1
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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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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

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

“Participative and Multicriteria Localization of Wind Farm Projects in Corsica Island: Decision Aid Process and Result”

Pascal Oberti , Christophe Paoli

Evaluation and Decision Models with Multiple Criteria, Springer Berlin Heidelberg, pp. 253-282, 2015

Chapitre d'ouvrage hal-01271451v1

PARTICIPATIVE AND MULTICRITERIA LOCALIZATION OF WIND FARM PROJECTS IN CORSICA ISLAND: DECISION AID PROCESS AND RESULTS

Christophe Paoli , P. Oberti

Bisdorff, Dias, Mousseau and Pirlot Editors. Evaluation and Decision Models with Multiple Criteria: Case Studies, Springer, pp.21, 2011, International Series in Operations Research & Management Science

Chapitre d'ouvrage hal-00603413v1