Christophe Paoli

Identifiants chercheurs

IdHAL :

christophe-paoli

ORCID :

0000-0002-3093-1119

IdRef :

161423078

ResearcherID :

http://www.researcherid.com/rid/M-8299-2014

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.

Publications

Rapport (1)

Sensor augmented weather prediction at high resolution&quot; [anr-21-ce04-0014-03]&quot; project DMP Christophe Paoli,Jean-François Muzy,Frédéric Bosseur,Jean Baptiste Filippi,Marie Laure Nivetet al. Université de Corse-Pascal-Paoli. 2022 Rapport (plan de gestion de données/data management plan) hal-03737267v2

Article dans une revue (19)

Solar irradiation forecasting with machine learning and computational methods for 3 weather variabilities Fouilloy Alexis,Cyril Voyant,Fabrice Motte,Gilles Notton,Christophe Paoliet al. Energy, 2018, 165-A, pp.620-629 Article dans une revue hal-02449204v1
Machine Learning methods for solar radiation forecasting: a review Cyril Voyant,Gilles Notton,S. Kalogirou,Marie Laure Nivet,Christophe Paoliet al. Renewable Energy, 2017, 105, pp.569-582. ⟨10.1016/j.renene.2016.12.095⟩ Article dans une revue hal-01426321v1
Uncertainties in global radiation time series forecasting using machine learning: The multilayer perceptron case Cyril Voyant,Gilles Notton,Christophe Paoli,Alexis Fouilloy,Fabrice Motteet al. Energy, 2017, 125, pp.248-257. ⟨10.1016/j.energy.2017.02.098⟩ Article dans une revue hal-01470994v1
Multi-layer Perceptron and Pruning Cyril Voyant,Christophe Paoli,Marie-Laure Nivet,Gilles Notton,Fouilloy Alexiset al. Turkish Journal of Forecasting, 2017, 1 (1), pp.1-8 Article dans une revue hal-01591425v1
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
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 Paoliet 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 Paoliet 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
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
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 Muselliet al. International Journal of Energy Technology and Policy, 2014 Article dans une revue hal-00934872v1
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 Paoliet al. International Journal of Modelling, Identification and Control, 2014 Article dans une revue hal-01020794v1
Bayesian rules and stochastic models for high accuracy prediction of solar radiation Cyril Voyant,C. Darras,Marc Muselli,Christophe Paoli,Marie Laure Nivetet al. Applied Energy, 2013 Article dans une revue hal-00862981v1
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
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
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
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
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

Communication dans un congrès (22)

Bounded global irradiation prediction based on multilayer perceptron and time series formalism Cyril Voyant,Gilles Notton,Marie Laure Nivet,Fabrice Motte,Alexis Fouilloyet 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 Motteet al. 1st International web conference on forecasting, Oct 2017, Giresun, Turkey Communication dans un congrès hal-01635195v1
Kalman filtering and classical time series tools for global radiation prediction Cyril Voyant,Fabrice Motte,Alexis Fouilloy,Gilles Notton,Christophe Paoliet 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 Alexiset 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 Nivetet al. Conference on Energy Efficiency and Agricultural Engineering, Nov 2015, Rousse, Bulgaria. pp. 380-392 Communication dans un congrès hal-01243206v1
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
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 Muselliet al. International Conference on Mathematical Modeling in Physical Sciences, IC-MSQUARE, Sep 2013, Czech Republic. pp.1 Communication dans un congrès hal-00850687v1
URBAN OZONE CONCENTRATION FORECASTING WITH ARTIFICIAL NEURAL NETWORK IN CORSICA Wani W. Tamas,Gilles Notton,Christophe Paoli,Cyril Voyant,Marie Laure Nivetet al. Sustainable Solutions for Energy and Environment. EENVIRO 2013, Sep 2013, Buchatrest, Romania Communication dans un congrès hal-00830375v1
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
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 Voyantet 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
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 Nivetet al. first International Conference on Nanoelectronics, Communications and Renewable Energy (ICNCRE'13), Sep 2013, Algeria Communication dans un congrès hal-00848844v1
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
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
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
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
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 Poggiet 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
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
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
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

Chapitre d'ouvrage (3)

Application of ANN methods for solar radiation estimation Gilles Notton,Dahmani Kahina,Rabah Dizene,Marie Laure Nivet,Cyril Voyantet 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

HDR (1)

Contribution informatique en sciences pour l'environnement Christophe Paoli Réseau de neurones [cs.NE]. Université de Corse, 2014 HDR tel-01288151v1

Autre publication scientifique (1)

Flash sous Linux avec Eclipse Laurent Capocchi,Christophe Paoli 2008, pp.10 Autre publication scientifique hal-01083159v1

Thèse (1)

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