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Les publcations postérieures à 2014 sont accessibles via le site ProdInra.

Vous pouvez accéder directement aux publications de l'unité ou aux publications de l'équipe.


Pour les publications antérieures :

2014

Journaux

Bonneau, M., Gaba, S., Peyrard, N., Sabbadin, R. (2014). Reinforcement learning-based design of sampling policies under cost constraints in Markov random fields: application to weed map reconstruction. Computational Statistics and Data Analysis, 72, 30-44.
http://prodinra.inra.fr/record/261252
 
Brunette, M., Cabantous, L., Couture, S. (2014). Are individuals more risk and ambiguity averse in a group environment or alone? Results from an experimental study. Theory and Decision. DOI : 10.1007/s11238-014-9432-5
http://prodinra.inra.fr/record/258269
 
Buslig, L., Baccou, J., Picheny, V. (2014). Construction and efficient implementation of adaptive objective-based design of experiments. MATHEMATICAL GEOSCIENCES, 46 (3), 285-313. DOI : 10.1007/s11004-013-9481-2
http://prodinra.inra.fr/record/262317
  
Carrère, P., Delagarde, R., Lherm, M., Emile, J. C., Martin-Clouaire, R., Tichit, M., Plantureux, S. (2014). Quelles stratégies de recherche pour favoriser l'émergence de systèmes fourragers innovants. Fourrages, 217, 57-68.
http://prodinra.inra.fr/record/258634
  
Chades, I., Chapron, G., Cros, M.-J., Garcia, F., Sabbadin, R. (2014). MDPtoolbox: a multi-platform toolbox to solve stochastic dynamic programming problems. Ecography, Online: 14 JUL 2014. DOI : 10.1111/ecog.00888
http://prodinra.inra.fr/record/267540

Da Silva, D., Han, L., Faivre, R., Costes, E. (2014). Influence of the variation of geometrical and topological traits on light interception efficiency of apple trees: sensitivity analysis and metamodelling for ideotype definition. Annals of Botany. DOI : 10.1093/aob/mcu034
http://prodinra.inra.fr/record/257454
 
Picheny, V. (2014). Multiobjective optimization using Gaussian process emulators via stepwise uncertainty reduction. Statistics and Computing. DOI : 10.1007/s11222-014-9477-x
http://prodinra.inra.fr/record/262314


Picheny, V., Chevalier, C. (Auteur de correspondance), Ginsbourger, D. (2014). KrigInv: an efficient and user-friendly implementation of batch-sequential inversion strategies based on kriging. Computational Statistics and Data Analysis, 71, 1021–1034. DOI : 10.1016/j.csda.2013.03.008
http://prodinra.inra.fr/record/262320

Picheny, V., Ginsbourger, D. (2014). Noisy kriging-based optimization methods: a unified implementation within the DiceOptim package. Computational Statistics and Data Analysis, 71, 1035-1053. DOI : 10.1016/j.csda.2013.03.018
http://prodinra.inra.fr/record/262319

Snow, V., Rotz, C., Moore, A., Martin-Clouaire, R. (Auteur de correspondance), Johnson, I., Hutchings, N., Eckard, R. (2014). The challenges and some solutions to process-based modelling of grazed agricultural system. Environmental Modelling and Software, 57, 1-17. DOI : 10.1016/j.envsoft.2014.03.009
http://prodinra.inra.fr/record/258421

Chapitres de livre

Faivre, R., Jeuffroy, M.-H., Monod, H., Trepos, R. (2014). Les méthodes génériques pour la conception d'idéotypes : apports des mathématiques appliquées. In: Philippe Debaeke, Bénédicte Quilot-Turion, dir., Conception d'idéotypes de plantes pour une agriculture durable (p. 185-217). Ecole-chercheurs INRA, FormaSciences, FPN, INRA-CIRAD.
http://prodinra.inra.fr/record/263035

Sabbadin, R., Teichtel, F., Vidal, V. (2014). Planification en intelligence artificielle. In: Pierre Marquis, Odile Papini, Henri Prade, dir., Panorama de l'intelligence artificielle. volume 2 : Algorithmes pour l'intelligence artificielle. Paris, FRA : Cepadues.
http://prodinra.inra.fr/record/262226

Actes de conférences

Couture, S., Cros, M.-J., Sabbadin, R. (2014). Risk preferences and optimal management of uneven-aged forests in the presence of climate change: a Markov decision process approach. Presented at IUFRO symposium, Sopron, HUN (2014-05-19 - 2014-05-23).
http://prodinra.inra.fr/record/262814
   
Daydé, C., Couture, S., Garcia, F., Martin-Clouaire, R. (2014). Investigating operational decision-making in agriculture. In: Proceedings of the 7th International Congress on Environmental Modelling and Software, June 15-19, San Diego, California, USA. Presented at 7th Congress on Environmental Modelling and Software (IEMSS 2014), San Diego, USA (2014-06-15 - 2014-06-19).
http://prodinra.inra.fr/record/258496
 
Delmas, C., Dubois-Peyrard, N., Sabbadin, R. (2014). MCEM algorithm for the log-Gaussian Cox process. In: 10th French-Danish Workshop on Spatial Statistics and Image Analysis in Biology (p. 7). Presented at workshop of Spatial Statistics for Image Analysis and Biology, Aalborg, DNK (2014-05-21 - 2014-05-23).
http://prodinra.inra.fr/record/262297
 
Le Bas, C., Coquet, Y., Bardy, M., Faivre, R., Guerif, M., Habets, F., Buis, S., Cousin, I. (2014). Etude méthodologique de l’impact des incertitudes liées à l’estimation spatialisée des paramètres sols du modèle Stics à partir de la Base de Données Géographique des Sols de France à 1/1 000 000. In: 12. Journées d'Etude des Sols : Le sol en héritage. Presented at 12. Journées d'Etude des Sols (JES), Le Bourget du Lac (2014-06-30 - 2014-07-04).
http://prodinra.inra.fr/record/267602
  
Picheny, V., Vandel, J., Vignes, M., Villa-Vialaneix, N. (2014). Reconstruction quality of a biological network when its constituting elements are partially observed. 17th International Conference on Artificial Intelligence and Statistics, Reykjavik, ISL (2014-04-22 - 2014-04-25).
http://prodinra.inra.fr/record/258178
 
Picheny, V. (2014). A Stepwise uncertainty reduction approach to constrained global optimization. In: Proceedings of the Seventeenth International Conference on Artificial Intelligence and Statistics (p. 787-795). Presented at 17th International Conference on Artificial Intelligence and Statistics, Reykjavik, ISL (2014-04-22 - 2014-04-25).
http://prodinra.inra.fr/record/262331
 
Radoszycki, J., Dubois-Peyrard, N., Sabbadin, R. (2014). VBEM algorithm for the Log Gaussian Cox process. In: 10th French-Danish Workshop on Spatial Statistics and Image Analysis in Biology (p. 8). Presented at workshop of Spatial Statistics for Image Analysis and Biology, Aalborg, DNK (2014-05-21 - 2014-05-23).
http://prodinra.inra.fr/record/262296
 
Radoszycki, J., Dubois-Peyrard, N., Sabbadin, R. (2014). Finding good stochastic factored policies for factored Markov decision processes. Presented at 21st European Conference on Artificial Intelligence, prague, CZE (2014-08-18 - 2014-08-22).
http://prodinra.inra.fr/record/262087
 
Sautier, M., Piquet, M., Duru, M., Martin-Clouaire, R. (2014). A sequential participatory approach to adapt livestock systems to climate change. In: Proceedings of the 7th International Congress on Environmental Modelling and Software, June 15-19, San Diego, California, USA. Presented at 7th Congress on Environmental Modelling and Software, San Diego, USA (2014-06-15 - 2014-06-19).
http://prodinra.inra.fr/record/258494
 


2013

Journaux

Akplogan, M., De Givry, S., Metivier, J.-P., Quesnel, G., Joannon, A., Garcia, F. (2013). Solving the crop allocation problem using hard and soft constraints. RAIRO Recherche Opérationnelle, 47 (2), 151-172. DOI : 10.1051/ro/2013032
http://prodinra.inra.fr/record/208958


Andrivon, D., Giorgetti, C., Baranger, A., Calonnec, A., Cartolaro, P., Faivre, R., Guyader, S., Lauri, P.-E., Lescourret, F., Parisi, L., Ney, B., Tivoli, B., Sache, I. (2013). Defining and designing plant architectural ideotypes to control epidemics?. European Journal of Plant Pathology, 135 (3), 611-617. DOI : 10.1007/s10658-012-0126-y
http://prodinra.inra.fr/record/170281

Bergez, J.-E., Chabrier, P., Gary, C., Jeuffroy, M.-H., Makowski, D., Quesnel, G., Ramat, E., Raynal, H., Rousse, N., Wallach, D., Debaeke, P., Durand, P., Duru, M., Dury, J., Faverdin, P., Gascuel-Odoux, C., Garcia, F. (2013). An open platform to build, evaluate and simulate integrated models of farming and agro-ecosystems. Environmental Modelling and Software, 39, 39-49. DOI : 10.1016/j.envsoft.2012.03.011
http://prodinra.inra.fr/record/210627


Brunette, M., Couture, S. (2013). Risk management behaviour of a forest owner to address growth risk. Agricultural and Resource Economics Review, 42 (2), 349-364.
http://prodinra.inra.fr/record/262815


Brunette, M., Cabantous, L., Couture, S., Stenger-Letheux, A. (2013). The impact of governmental assistance on insurance demand under ambiguity: a theoretical model and an experimental test. Theory and Decision, 75 (2), 153 - 174. DOI : 10.1007/s11238-012-9321-8
http://prodinra.inra.fr/record/207110

Brunette, M., Couture, S. (2013). Risk management behaviour of a forest owner against growth risk. Agricultural and Resource Economics Review, 42 (2), 349-364.
http://prodinra.inra.fr/record/183120

Calonnec, A., Richard, B., Andrivon, D., Baranger, A., Chauvin, J.-E., Faivre, R., Casadebaig, P., Guyader, S., Bussière, F., Langlais, M., Tivoli, B. (2013). PROJET 'ARCHIDEMIO'. Modéliser les interactions entre développement de la plante, architecture du couvert et épidémies de maladies fongiques aériennes, pour une gestion durable des cultures. Innovations Agronomiques (28), 201-219.
http://prodinra.inra.fr/record/223816

Charras-Garrido, M., Azizi, L., Forbes, F., Doyle, S., Peyrard, N., Abrial, D. (2013). On the difficulty to delimit disease risk hot spots. International Journal of Applied Earth Observation and Geoinformation, 22, 99-105.
http://prodinra.inra.fr/record/226382

Chauvin, J.-E., Esnault, F., Pellé, R., Andrivon, D., Gaucher, D., Faivre, R. (2013). Projet Archidémio. Surface foliaire et mildiou étroitement liés. Pomme de Terre Française (590), 38-39.
http://prodinra.inra.fr/record/263193

Chevalier, C., Bect, J., Ginsbourger, D., Vazquez, E., Picheny, V., Richet, Y. (2013). Fast kriging-based stepwise uncertainty reduction with application to the identification of an excursion set. Technometrics. DOI : 10.1080/00401706.2013.860918
http://prodinra.inra.fr/record/262315

Martin, G., Martin-Clouaire, R., Duru, M. (2013). Farming system design to feed the changing world. A review. Agronomy for Sustainable Development, 33 (1), 131-149. DOI : 10.1007/s13593-011-0075-4
http://prodinra.inra.fr/record/181218

Peyrard, N., Sabbadin, R., Spring, D., Brook, B., Mac Nally, R. (2013). Model-based adaptive spatial sampling for occurrence map construction. Statistics and Computing, 3 (1), 29-42. DOI : 10.1007/s11222-011-9287-3
http://prodinra.inra.fr/record/179435


Picheny, V., Ginsbourger, D., Richet, Y., Caplin, G. (2013). Quantile-based optimization of noisy computer experiments with tunable precision. Technometrics, 55 (1), 2-13. DOI : 10.1080/00401706.2012.707580
http://prodinra.inra.fr/record/262324

Picheny, V., Ginsbourger, D. (2013). A nonstationary space-time gaussian process model for partially converged simulations. SIAM/ASA Journal on Uncertainty Quantification, 1 (1), 57–78. DOI : 10.1137/120882834
http://prodinra.inra.fr/record/262322

Picheny, V., Ginsbourger, D., Richet, Y., Caplin, G. (2013). Rejoinder. Technometrics, 55 (1), 31-36. DOI : 10.1080/00401706.2012.759155
http://prodinra.inra.fr/record/216909

Picheny, V., Wagner, T., Ginsbourger, D. (2013). A benchmark of kriging-based infill criteria for noisy optimization. STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION, 48 (3), 607 - 626. DOI : 10.1007/s00158-013-0919-4
http://prodinra.inra.fr/record/219453

Quesnel, G., Akplogan, M., Bonneau, M., Martin-Clouaire, R., Peyrard, N., Rellier, J.-P., Sabbadin, R., Trepos, R. (2013). Décision dans les agro-écosystèmes. Revue d'Intelligence Artificielle, 27 (4-5), 409-442. DOI : 10.3166/ria.27.409-442
http://prodinra.inra.fr/record/258440

Richard, B., Bussière, F., Langrume, C., Rouault, F., Jumel, S., Faivre, R., Tivoli, B. (2013). Effect of pea canopy architecture on microclimate and consequences on ascochyta blight infection under field conditions. European Journal of Plant Pathology, 135 (3), 509-524. DOI : 10.1007/s10658-012-0132-0
http://prodinra.inra.fr/record/187087

Richet, Y., Caplin, G., Crevel, J., Ginsbourger, D., Picheny, V. (2013). Using the Efficient Global Optimization Algorithm to Assist Nuclear Criticality Safety Assessment. NUCLEAR SCIENCE AND ENGINEERING, 175 (1), 1 - 18.
http://prodinra.inra.fr/record/213849

Roux, O., Duvivier, D., Quesnel, G., Ramat, E. (2013). Optimization of preventive maintenance through a combined maintenance-production simulation model. International Journal of Production Economics, 143 (1), 3 - 12. DOI : 10.1016/j.ijpe.2010.11.004
http://prodinra.inra.fr/record/208700


Sautier, M., Martin-Clouaire, R., Faivre, R., Duru, M. (2013). Assessing climatic exposure of grassland-based livestock systems with seasonal-scale indicators. Climatic Change, 120 (1-2), 341-355. DOI : 10.1007/s10584-013-0808-2
http://prodinra.inra.fr/record/199241

Sautier, M., Martin-Clouaire, R., Duru, M. (2013). Caractérisation du changement et de la variabilité climatiques en vue de l'adaptation des systèmes fourragers à base d'herbe. Fourrages, 215, 201-209.
http://prodinra.inra.fr/record/258420

Sautier, M., Duru, M., Martin-Clouaire, R. (2013). Use of productivity-defined indicators to assess exposure of grassland-based livestock systems to climate change and variability. Crop and Pasture Science, 64 (7), 641 - 651. DOI : 10.1071/CP13076
http://prodinra.inra.fr/record/219472

Tixier, P., Peyrard, N., Aubertot, J.-N., Gaba, S., Radoszycki, J., Caron-Lormier, G., Vinatier, F., Mollot, G., Sabbadin, R. (2013). Modelling interaction networks for enhanced ecosystem services in agroecosystems. In: Ecological Networks in an Agricultural World (p. 437-480). Advances In Ecological Research, 49. DOI : 10.1016/B978-0-12-420002-9.00007-X
http://prodinra.inra.fr/record/260290

Edition de livre

Faivre, R. (Editeur), Iooss, B. (Editeur), Mahévas , S. (Editeur), Makowski, D. (Editeur), Monod, H. (Editeur) (2013). Analyse de sensibilité et exploration de modèles. Application aux sciences de la nature et de l'environnement . Collection Savoir-Faire. Versailles, FRA : Editions Quae.
http://prodinra.inra.fr/record/192204

Chapitres de livre

Boussard, M., Bouzid, M., Mouaddib, A.-I., Sabbadin, R., Weng, P. (2013). Non-standard criteria. In: Olivier Buffet, Olivier Sigaud, dir., Markov Decision Processes in Artificial Intelligence (p. 319-360). USA : John Wiley & Sons. DOI : 10.1002/9781118557426.ch10
http://prodinra.inra.fr/record/267538

Faivre, R., Makowski, D., Wang, J., Richard, H., Monod, H. (2013). Exploration numérique d'un modèle agronomique avec le package mtk. In: Robert Faivre, Bertrand Iooss,Stéphanie Mahévas, David Makowski, Hervé Monod ., Analyse de sensibilité et exploration de modèles . Application aux sciences de la nature et de l'environnement (p. 277-304). Collection Savoir-Faire. Versailles, FRA : Editions Quae.
http://prodinra.inra.fr/record/192170


Faivre, R. (2013). Exploration par construction de métamodèles. In: Robert Faivre, B. Iooss, S. Mahévas, D. Makowski, Hervé Monod, Analyse de sensibilité et exploration de modèles. Applications aux sciences de la nature et de l'environnement (p. 159-194). Collection Savoir-Faire. Versailles, FRA : Editions Quae.
http://prodinra.inra.fr/record/263043


Wang, J., Richard, H., Faivre, R., Monod, H. (2013). Le package mtk, une bibliothèque R pour l’exploration numérique des modèles. In: Robert.Faivre@toulouse.inra.fr. Application aux sciences de la nature et de l'environnement (p. 255-275). Collection Savoir-Faire.
http://prodinra.inra.fr/record/192186

Actes de conférences

Abrial, D., Charras-Garrido, M., De Goer De Herve, J., Peyrard, N. (2013). Méthode de classification pour la cartographie du risque basée sur les champs de Markov cachés discrets. Presented at Journées d'animation scientifique du Département de Santé Animale, Cap d'Agde, FRA (2013-10-15 - 2013-10-18).
http://prodinra.inra.fr/record/257177
 
Aubertot, J.-N., Holst, N., Messean, A., Hennen, W., Langrel, S., Angevin, F., Bockstaller, C., Bout, A., Buurma, J., Daehmlow, D., Ernst, D., Fortino, G., Golla, B., Grechi, I., Grognard, F., Gutsche, V., Heijne, B., Horney, P., Lefebvre, M, Pelzer, E., Ould Ahmed, S. M., Mailleret, L., Peyrard, N., Sabbadin, R., Strassemeyer, J., Teixeira Alves, M., Thiard, J., Trepos, R., Zerourou, A., Lescourret, F. (2013). Methods for IPM : advances in the methodological workpackage of PURE. In: Future IPM in Europe (p. 209). Presented at Future IPM in Europe, Riva del Garda, Italy, ITA (2013-03-19 - 2013-05-21).
http://prodinra.inra.fr/record/198630
 
Martin-Clouaire, R., Couture, S. (2013). Towards a better understanding of operational decision making in agricultural production systems. Presented at Farming systems design 2013, Lanzhou, CHN (2013-08-19 - 2013-08-22).
http://prodinra.inra.fr/record/258448
 
Martin-Clouaire, R., Rellier, J.-P., Pare, N., Voltz, M., Biarnes, A. (2013). Modeling work organization in grape production to study its environmental impacts. Presented at modsim 2013, Adelaide, AUS (2013-12-01 - 2013-12-06).
http://prodinra.inra.fr/record/258452
 
Radoszycki, J., Peyrard, N., Sabbadin, R. (2013). Algorithme VBEM pour le processus de Cox log gaussien. Application a la cartographie des adventices. Presented at 45e journées de statistique de la Société Française de Statistique, Toulouse, FRA (2013-05-27 - 2013-05-31).
http://prodinra.inra.fr/record/262088
 
Sabbadin, R., Viet, A. F. (2013). A tractable Leader-Follower MDP model for animal disease management. In: Conference on Association for the Advancement of Artificial Intelligence (AAAI) (p. 1320-1326). Conference on Association for the Advancement of Artificial Intelligence (AAAI) (27ème ed.). Presented at 27. AAAI-13 Conference on Association for the Advancement of Artificial Intelligence (AAAI), Bellevue, Washington, USA (2013-07-14 - 2013-07-18).
http://prodinra.inra.fr/record/257492


2012

Journaux


Bect, J., Ginsbourger, D., Li, L., Picheny, V., Vazquez, E. (Auteur de correspondance) (2012). Sequential design of computer experiments for the estimation of a probability of failure. Statistics and Computing, 22 (3), 773-793. DOI : 10.1007/s11222-011-9241-4
http://prodinra.inra.fr/record/262325

Brunette, M., Cabantous, L., Couture, S., Stenger, A. (2012). The impact of governmental assistance on insurance demand under ambiguity : A theoretical model and an experimental test. Theory and Decision, 75 (2), 153-174. DOI : 10.1007/s11238-012-9321-8
http://prodinra.inra.fr/record/168190

Casadebaig, P., Quesnel, G., Langlais, M., Faivre, R. (2012). A generic model to simulate air-borne diseases as a function of crop architecture. Plos One, 7 (11), 1-12. DOI : 10.1371/journal.pone.0049406
http://prodinra.inra.fr/record/184262

Chardon, X., Rigolot, C., Baratte, C., Espagnol, S., Raison, C., Martin-Clouaire, R., Rellier, J.-P., Le Gall, A., Dourmad, J.-Y., Piquemal, B., Leterme, P., Paillat, J.-M., Delaby, L., Garcia, F., Peyraud, J.-L., Poupa, J.-C., Morvan, T., Faverdin, P. (2012). MELODIE: a whole-farm model to study the dynamics of nutrients in dairy and pig farms with crops. Animal, 6 (10), 1711-1721. DOI : 10.1017/S1751731112000687
http://prodinra.inra.fr/record/171621

Charras-Garrido, M., Abrial, D., De Goer De Herve, J., Dachian, S., Peyrard, N. (2012). Classification method for disease risk mapping based on discrete hidden Markov random fields. Biostatistics, 13 (2), 241-255. DOI : 10.1093/biostatistics/kxr043
http://prodinra.inra.fr/record/50793

Couture, S., Garcia, S., Reynaud, A. (2012). Household energy choices and fuelwood consumption: an econometric approach to the french data. Energy Economics, 34 (6), 1972-1981.
http://prodinra.inra.fr/record/178029

Couture, S., Garcia, S., Reynaud, A. (2012). Household energy choices and fuelwood consumption: An econometric approach using French data. Energy Economics, 34 (6), 1972 - 1981. DOI : 10.1016/j.eneco.2012.08.022
http://prodinra.inra.fr/record/212892

Duboz, R., Bonté, B., Quesnel, G. (2012). Vers une spécification des modèles de simulation de systèmes complexes. Studia Informatica Universalis, Vol. 10 (no. 1), 07-37.
http://prodinra.inra.fr/record/164529

Quesnel, G., Ramat, E., Soulié, J.-C., Duvivier, D., Duboz, R. (2012). Virtual Laboratory Environment. un environnement de multimodélisation et de simulation de systèmes complexes. Studia Informatica Universalis, Vol. 10 (no. 1), 205-234.
http://prodinra.inra.fr/record/164537

Rakotonindraina, T., Chauvin, J.-E., Pellé, R., Faivre, R., Chatot, C., Savary, S., Aubertot, J.-N. (2012). Modeling of yield losses caused by potato late blight on eight cultivars with different levels of resistance to phytophthora infestans. Plant Disease, 96 (7), 935 - 942. DOI : 10.1094/PDIS-09-11-0752
http://prodinra.inra.fr/record/214716

Reynaud, A., Couture, S. (2012). Stability of risk preference measures: results from a field experiment on French farmers. Theory and Decision, 73 (2), 203 - 221. DOI : 10.1007/s11238-012-9296-5
http://prodinra.inra.fr/record/214463

Actes de conférences

Akplogan, M., dury, J., De Givry, S., Quesnel, G., Joannon, A., Garcia, F. (2012). Résolution du problème d’allocation de culture par satisfaction de contraintes pondérées. In: Calibrating mathematical programming spatial models (p. 5-14). Presented at 8. Journées Francophones de Programmation par Contraintes , Toulouse, FRA (2012-05-22 - 2012-05-24).
http://prodinra.inra.fr/record/226487
 
Andrivon, D., Giorgetti, C., Baranger, A., Calonnec, A., Cartolaro, P., Faivre, R., Guyader, S., Lauri, P.-E., Lescourret, F., Parisi, L., Ney, B., Tivoli, B., Sache, I. (2012). Defining and designing architectural ideotypes to control epidemics?. In: Integrated pest-disease management using canopy architecture. Presented at Plant and canopy architecture impact on disease epidemiology and development international conference,, Rennes, FRA (2012-07-01 - 2012-07-05).
http://prodinra.inra.fr/record/209418
 
Bonneau, M., Peyrard, N., Sabbadin, R. (2012). Reinforcement-learning for sampling design in Markov random fields. In: 20th International Conference on Computational Statistics (p. 1-12). Presented at International Conference on Computational Statistics, Limassol, Chypre (2012-08-27 - 2012-08-31).
http://prodinra.inra.fr/record/179451
 
Bonneau, M., Peyrard, N., Sabbadin, R. (2012). A reinforcement-learning algorithm for sampling design in Markov random fields. Frontiers in Artificial Intelligence and Applications, 242. Presented at 20. European Conference on Artificial Intelligence, Montpellier, FRA (2012-08-21 - 2012-08-27). Amsterdam, NLD : IOS Press. DOI : 10.3233/978-1-61499-098-7-181
http://prodinra.inra.fr/record/172724
 
Casadebaig, P., Langlais, M., Fournier, C., Faivre, R. (2012). Design steps of a generic model to simulate air borne diseases as a function of crop architecture project. Presented at ECA International Conference on "Plant and Canopy Architecture Impact on Disease Epidemiology and Pest Development", Rennes, FRA (2013-07-01 - 2013-07-05).
http://prodinra.inra.fr/record/263195
 
Chadès, I., Carwardine, J., Martin, T. G., Nicol, S., Sabbadin, R., Buffet, O. (2012). MOMDPs: a solution for modelling adaptive management problems. Presented at Twenty-Sixth AAAI Conference (AAAI-12), Torronto, Canada (2012-07-22 - 2012-07-26).
http://prodinra.inra.fr/record/166686


Han, L., Costes, E., Boudon, F., Cokelaer, T., Pradal, C., Da Silva, D., Faivre, R. (2012). Investigating the influence of geometrical traits on light interception efficiency of apple trees: a Modelling study with MAppleT . In: Plant Growth Modeling, Simulation, Visualization and Applications (p. 152-159 ). Proceedings of the IEEE. Presented at Proceedings of the IEEE, Shanghai, Chine (2012-10-31 - 2012-11-03).
http://prodinra.inra.fr/record/182871  


Probert, W., Sabbadin, R., Dubois-Peyrard, N., MacDonald-Madden, E. (2012). Computational issues surrounding the dynamic optimisation of management of an ecological food web. In: 20th European Conference on Artificial Intelligence. Presented at ECAI 2012 Workshop AIGM, Montpellier, FRA (2012-08-27 - 2012-08-31). IOS Press.
http://prodinra.inra.fr/record/177823


Roussy, C., RIDIER, A., Chaib , K., Reynaud, A., Couture, S. (2012). A methodological way of evaluating innovative cropping systems integrating risk beliefs and risk preferences. In: Les 6èmes journées de recherches en sciences sociales INRA–SFER–CIRAD. Presented at 6.Journées de Recherches Sciences Sociales, Toulouse, FRA (2012-12-13 - 2012-12-14).
http://prodinra.inra.fr/record/194935
 
Sautier, M., Martin-Clouaire, R., Duru, M. (2012). An intelligible assessment of climatic exposure of grassland-based livestock systems. In: Proceedings of the sixth biannial meeting of the International Environmental Modelling and Software Society (p. 613-620). Presented at 6.International Congress on Environmental Modelling and Softwar 2012 (iEMSs 2012), Leipzig, DEU (2012-07-01 - 2012-07-05). CHE : International Environmental Modelling and Software Society .
http://prodinra.inra.fr/record/258450
 
Sautier, M., Martin, G., Martin-Clouaire, R., Piquet, M., Duru, M. (2012). Participatory design of livestock systems adapted to new climatic conditions. Presented at The 10th European IFSA Symposium, Aarhus, DNK (2012-07-01 - 2012-07-04).
http://prodinra.inra.fr/record/258428


2011

Journaux

Couture, S., Reynaud, A. (2011). Forest management under fire risk when forest carbon sequestration has value. Ecological Economics, 70 (11), 2002-2011. DOI : 10.1016/j.ecolecon.2011.05.016
http://prodinra.inra.fr/record/164686

Peyrard, N., Sabbadin, R., Spring, D., Brook, B., Mac Nally, R. (2011). Model-based adaptive spatial sampling for occurence map construction. Statistics and Computing, 23 (1), 29-42. DOI : 10.1007/s11222-011-9287-3
http://prodinra.inra.fr/record/164125

Duru, M., Martin-Clouaire, R. (2011). Cognitive tools to support learning about farming system management: a case study in grazing systems. Crop and Pasture Science, 62 (9), 790-802. DOI : 10.1071/CP11121
http://prodinra.inra.fr/record/47031

Faverdin, P., Chardon, X., Rigolot, C., Baratte, C., Raison, C., Piquemal, B., Martin-Clouaire, R., Rellier, J.-P., Le Gall, A., Dourmad, J.-Y., Leterme, P., Paillat, J.-M., Delaby, L., Garcia, F., Peyraud, J.-L., Poupa, J.-C., Morvan, T., Espagnol, S. (2011). Mélodie, un simulateur d'une exploitation d'élevage pour étudier les relations entre conduites des systèmes et risques pour l'environnement. Innovations Agronomiques, 12, 109-119.
http://prodinra.inra.fr/record/164694

Foisnet, A., Farmer, C., David, C., Quesnel, H. (2011). Farrowing induction induces transient alterations in prolactin concentrations and colostrum composition in primiparous sows. Journal of Animal Science, 89 (10), 3048-3059. DOI : 10.2527/jas.2010-3507
http://prodinra.inra.fr/record/43276

Forsell, N., Wikstrom, P., Garcia, F., Sabbadin, R., Blennow, K., Eriksson, L. O. (2011). Management of the risk of wind damage in forestry: a graph-based Markovdecision process approach. Annals of Operations Research, 190 (1), 57 - 74. DOI : 10.1007/s10479-009-0522-7
http://prodinra.inra.fr/record/220791


Martin, G., Martin-Clouaire, R., Rellier, J.-P., Duru, M. (2011). A simulation framework for the design of grassland-based beef-cattle farms. Environmental Modelling and Software, 26 (4), 371-385. DOI : 10.1016/j.envsoft.2010.10.002
http://prodinra.inra.fr/record/164701

Martin, G., Martin-Clouaire, R., Rellier, J.-P., Duru, M. (2011). A conceptual model of grassland-based beef systems. International Journal of Agricultural and Environmental Information Systems, 2 (1), 20-39.
http://prodinra.inra.fr/record/171649

Martin, G., Theau, J. P., Therond, O., Martin-Clouaire, R., Duru, M. (2011). Diagnosis and simulation: a suitable combination to support farming systems design. Crop and Pasture Science, 62 (4), 328-336. DOI : 10.1071/CP10361
http://prodinra.inra.fr/record/164709

Ripoche, A., Rellier, J.-P., Martin-Clouaire, R., Pare, N., Biarnès, A., Gary, C. (2011). Modelling adaptive management of intercropping in vineyards to satisfy agronomic and environmental performances under Mediterranean climate. Environmental Modelling and Software, 26 (12), 1467-1480. DOI : 10.1016/j.envsoft.2011.08.003
http://prodinra.inra.fr/record/50238

Sabbadin, R., Peyrard, N., Forsell, N. (2011). A framework and a mean-field algorithm for the local control of spatial processes. International Journal of Approximate Reasoning, 53 (1), 66-86. DOI : 10.1016/j.ijar.2011.09.007
http://prodinra.inra.fr/record/42032

Chapitres de livre

Chardon, X., Rigolot, C., Baratte, C., Martin-Clouaire, R., Rellier, J.-P., Raison, C., Le Gall, A., Poupa, J.-C., Dourmad, J.-Y., Delaby, L., Morvan, T., Leterme, P., Paillat, J.-M., Espagnol, S., Faverdin, P. (2011). A whole farm-model to simulate the environmental impacts of animal farming system: MELODIE. In: Daniel Sauvant (Editeur), Jacob Van Milgen (Editeur), Philippe Faverdin (Editeur), Nicolas Friggens (Editeur), Modelling nutrient digestion and utilization in farm animals (p. 403-411). Wageningen, NLD : Wageningen Academic Publisher.
http://prodinra.inra.fr/record/41456


Martin-Clouaire, R., Rellier, J.-P. (2011). A generic framework for simulating agricultural production systems. In: Sauvant, Daniel (Editeur) ; Van Milgen, Jacob (Editeur) ; Faverdin, Philippe (Editeur) ; Figgens, Nicolas (Editeur), Modelling nutrient digestion and utilsation in farm animals (p. 13-21).
http://prodinra.inra.fr/record/164734


Rellier, J.-P., Martin-Clouaire, R., Cialdella, N., Jeuffroy, M.-H., Meynard, J. M. (2011). Modélisation de l'organisation du travail en système de grande culture : méthode et application à l'évaluation ex ante d'innovations variétales de pois. In: Le travail en agriculture : son organisation et ses valeurs face à l’innovation (p. 205-221). FRA : Editeur L'Harmattan.
http://prodinra.inra.fr/record/164716


Sabbadin, R. (2011). Planning under uncertainty with markov decision processes. In: Denis Bouyssou (Editeur), Didier Dubois (Editeur), Henri Prade (Editeur), Marc Pirlot (Editeur), Decision making process: concepts and methods (p. 541--577). New York, USA : Wiley.
http://prodinra.inra.fr/record/46533

Actes de conférences

Akplogan, M., dury, J., De Givry, S., Quesnel, G., Joannon, A., Reynaud, A., Bergez, J.-E., Garcia, F. (2011). A weighted CSP approach for solving spatio-temporal farm planning problems. In: 11th Workshop on Preferences and Soft Constraints Soft 2011. Presented at 11. Workshop on Preferences and Soft Constraints Soft 2011 , Perugia, ITA (2011-09-12).
http://prodinra.inra.fr/record/164543
 
Bonneau, M., Peyrard, N., Sabbadin, R. (2011). Echantillonnage adaptatif optimal dans les champs de Markov discrets. Presented at JFPDA 2011 - Sixièmes journées francophones de planification, décision et apprentissage pour la conduite de systèmes, Rouen, FRA (2011-06-23 - 2011-06-24).
http://prodinra.inra.fr/record/164143
  
Brunette, M., Cabantous, L., Couture, S. (2011). Comparing group and individual choices under risk and ambiguity: an experimental study. ICBBR Working Paper (2011-01), 23 p.
http://prodinra.inra.fr/record/47838
 
Brunette, M., Couture, S., Garcia, S. (2011). Determinants of insurance demand against forest fire risk: Evidence from experimental and real world data. Presented at Journées Internationales du Risque, Niort, FRA (2011-05-26 - 2011-05-27).
http://prodinra.inra.fr/record/164677
  
Couture, S. (2011). Les approches employées par les économistes pour étudier les risques en forêt : revue de la littérature. Comptes Rendus de l'Académie d'Agriculture de France, 97 (2). Presented at Les forestiers français face aux risques, Paris, FRA.
http://prodinra.inra.fr/record/164690
 
Martin-Clouaire, R., Rellier, J.-P. (2011). Dynamic resource allocation in a farm management simulation. Presented at MODSIM 2011 - 19th International Congress on Modelling and Simulation, Perth, AUS (2011-12-12 - 2011-12-16).
http://prodinra.inra.fr/record/164731
 
Quesnel, G., Trepos, R., Chabrier, P., Baudet, J., Duboz, R., Ramat, E. (2011). Observations in DEVS framework. Presented at Symposium on Theory of Modeling and Simulation (DEVS/TMS 2011), Boston, USA (2011-04-04 - 2011-04-07).
http://prodinra.inra.fr/record/164576
  
Ripoche, A., Rellier, J.-P., Martin-Clouaire, R., Gary, C. (2011). The management of intercrops in vineyards should be adaptive to buffer the effects of climate variability on the grapevine performances. In: 17. international Giesco Symposium (Groupe International d'Experts en systèmes viti-vinicoles pour la Coopération) (p. 103-106). Presented at Journées GiESCO n°17 d'Asti/Alba, Asti, ITA (2011-09-01 - 2011-09-07).
http://prodinra.inra.fr/record/47565
 


2010
 

Journaux

Franc, A., Goulard, M., Peyrard, N. (2010). Chordal graphs to identify graphical model solutions of maximum of entropy under constraints on marginals. SIAM Journal on Discrete Mathematics, 24 (3), 1104-1116. DOI : 10.1137/080736466
http://prodinra.inra.fr/record/40140


Picheny, V., Ginsbourger, D., Roustant, O., Haftka, R., Kim, N.-h. (2010). Adaptive designs of experiments for accurate approximation of a target region. JOURNAL OF MECHANICAL DESIGN, 132 (7). DOI : 10.1115/1.4001873
http://prodinra.inra.fr/record/262326

Chapitres de livre

Franc, A., Peyrard, N. (2010). Rôle de la géométrie du réseau d'interaction dans l'émergence d'une maladie. In: Jacques Barnouin (Coordinateur), Ivan Sache (Coordinateur), Les maladies émergentes. Épidémiologie chez le végétal, l'animal et l'homme (p. 139-144). Synthèses (INRA). Versailles, FRA : Editions Quae.
http://prodinra.inra.fr/record/47670

Actes de conférences

Bergez, J.-E., CARPANI, M., Monod, H., Angevin, F., Colomb, B., Faivre, R. (2010). Sensitivity analysis of DEXi type models applied to design cropping systems. In: Proceedings of Agro 2010, the XI ESA Congress (p. 807-808). Presented at 11. ESA Congress, Montpellier, FRA (2010-08-29 - 2010-09-03).
http://prodinra.inra.fr/record/36906
 
Bonneau, M., Peyrard, N., Sabbadin, R. (2010). Echantillonnage spatial basé sur le krigeage pour la reconstruction de carte d’occurrence. In: 17e Congrès Francophone AFRIF-AFIA - RFIA2010. Presented at 17. Congrès francophone AFRIF-AFIA : Reconnaissance des Formes et Intelligence Artificielle. RFIA 2010., Caen, FRA (2010-01-19 - 2010-01-22).
http://prodinra.inra.fr/record/262089
  
Dubois-Peyrard, N., Sabbadin, R., Spring, D., Mac Nally, R., Brook, B. (2010). Spatial sampling in HMRF mapping problems: static and adaptive algorithms. In: European Conference on Complex Systems (ECCS'10) Brook (2010). Presented at ECCS10 European Conference on Complex Systems, Lisbonne, PRT (2010-09-13 - 2010-09-17).
http://prodinra.inra.fr/record/262096
 
Martin, G., Theau, J. P., Therond, O., Magne, M.-A., Martin-Clouaire, R., Duru, M. (2010). Combining plot‐scale indicators and farm‐scale simulation to support the design of novel grassland‐based beef systems. In: Building sustainable rural futures. The added value of systems approaches in times of change and uncertainty (p. 360-370). Presented at 9. European IFSA Symposium : Building sustainable rural futures. The added value of systems approaches in times of change and uncertainty, Vienne, AUT (2010-07-04 - 2010-07-07). Vienne, Autriche : University of Natural Resources and Applied Life Sciences.
http://prodinra.inra.fr/record/46110

Peyrard, N., Sabbadin, R., niaz, U. (2010). Decision-theoretic optimal sampling in Hidden Markov Random Fiels. Presented at ECAI'10: 19th European Conference on Artificial Intelligence, Lisbon, PRT. DOI : 10.3233/978-1-60750-606-5-687
http://prodinra.inra.fr/record/262092
 
Ripoche, A., Metay, A., Rellier, J.-P., Martin-Clouaire, R., Celette, F., Gary, C. (2010). Learning from experiment and modelling to better anticipate the climate variability and maintain agronomic and environmental performances of perennial cropping systems. In: AGRO2010, The International Scientific Week around Agronomy (p. 791-792). Presented at 9. European Society for Agronomy (ESA), Montpellier, FRA (2010-08-29 - 2010-09-03). Montpellier, FRA : Agropolis International.
http://prodinra.inra.fr/record/41613


2009

Journaux

Brunette, M., Couture, S., Langlais, E. (2009). Amenities and risk in forest management. Cahiers du LEF.
http://prodinra.inra.fr/record/43136


Brunette, M., Cabantous, L., Couture, S., Stenger, A. (2009). Assurance, intervention publique et ambiguïté : une étude expérimentale auprès de propriétaires forestiers privés. Economie et Prévision (190-191), 123-134.
http://prodinra.inra.fr/record/33029


Couture, S. (2009). Analyse du comportement individuel et collectif des professionnels forestiers face aux risques, réflexion sur la dimension assurantielle. Innovations Agronomiques, 6, 73-85.
http://prodinra.inra.fr/record/30764


Martin-Clouaire, R., Rellier, J.-P. (2009). Modelling and simulating work practices in agriculture. International Journal of Metadata, Semantics and Ontologies, 4 (1-2), 42-53. DOI : 10.1504/IJMSO.2009.026253
http://prodinra.inra.fr/record/171848

Martin, G., Hossard, L., Theau, J. P., Therond, O., Josien, E., Cruz, P., Rellier, J.-P., Martin-Clouaire, R., Duru, M. (2009). Characterizing potential flexibility in grassland use : An application to the French Aubrac region. Agronomy for Sustainable Development, 29 (2), 381-389. DOI : 10.1051/agro:2008063
http://prodinra.inra.fr/record/29577

Martin, G., Cruz, P., Theau, J. P., Jouany, C., Fleury, P., Granger, S., Faivre, R., Balent, G., Lavorel, S., Duru, M. (2009). A multi-site study to classify semi-natural grassland types. Agriculture, Ecosystems and Environment, 129 (4), 508-515. DOI : 10.1016/j.agee.2008.11.005
http://prodinra.inra.fr/record/28658

Martin, G., Hossard, L., Theau, J. P., Therond, O., Josien, E., Cruz, P., Rellier, J.-P., Martin-Clouaire, R., Duru, M. (2009). Characterizing potential flexibility in grassland use. Application to the French Aubrac area. Agronomy for Sustainable Development, 29, p. 381 - p. 389.
http://prodinra.inra.fr/record/244516


Picheny, V., Kim, N. H. (Auteur de correspondance), Haftka, R. T. (2009). Application of bootstrap method in conservative estimation of reliability with limited samples. STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION, 41 (2), 205-217. DOI : 10.1007/s00158-009-0419-8
http://prodinra.inra.fr/record/262329


Chapitres de livre


Faivre, R., Burger-Leenhardt, D., Voltz, M., Benoit, M., Papy, F., Dedieu, G., Wallach, D. (2009). Spatialising crop models. In: Eric Lichtfouse (Editeur), Mireille Navarrete (Editeur), Philippe Debaeke (Editeur), Veronique Souchere (Editeur), Caroline Alberola (Editeur), Sustainable agriculture (p. 687-706). New York, USA : Springer. DOI : 10.1007/978-90-481-2666-8
http://prodinra.inra.fr/record/47110

Peyrard, N., Franc, A., Roche, B. (2009). Propagation d’agents pathogènes dans les réseaux. In: Jean-François Guégan, Marc Choisy, dir., Introduction à l'épidémiologie intégrative des maladies infectieuses et parasitaires (p. 81-116). Bruxelles, BEL : De Boeck.
http://prodinra.inra.fr/record/262097


Actes de conférences

Bergez, J.-E., Chabrier, P., Garcia, F., Gary, C., Makowski, D., Quesnel, G., Ramat, E., Raynal, H., Rousse, N., Wallach, D. (2009). RECORD: a new software platform to model and simulate cropping systems. In: Methodologies for integrated analysis of farm production systems (p. 107-108). Presented at Farming systems design 2009. International symposium on methodologies for integrated analysis of farm production systems, Monterey, USA (2009-08-23 - 2009-08-26).
http://prodinra.inra.fr/record/45635
 
Chardon, X., Rigolot, C., Baratte, C., Martin-Clouaire, R., Rellier, J.-P., Raison, C., Le Gall, A., Dourmad, J.-Y., Poupa, J.-C., Delaby, L., Morvan, T., Leterme, P., Paillat, J.-M., Espagnol, S., Faverdin, P. (2009). A whole farm-model to simulate the environmental impacts of animal farming system: Melodie. In: Modelling nutrient digestion and utilization in farm animals (p. 70). Presented at 7. International Workshop. Modelling nutrient digestion and utilization in farm animals, Paris, FRA (2009-09-10 - 2009-09-12).
http://prodinra.inra.fr/record/39615
 
Forsell, N. P., Garcia, F., Sabbadin, R. (2009). Reinforcement learning for spatial processes. In: The 18th World IMACS Congress and MODSIM09 International Congress on Modelling and Simulation (p. 755-761). Presented at 18. World IMACS Congress and MODSIM09. International Congress on Modelling and Simulation, Cairns, AUS (2009-07-13 - 2009-07-17).
http://prodinra.inra.fr/record/261258
 
MARTIN, G., Duru, M., Martin-Clouaire, R., Rellier, J.-P., Theau, J. P. (2009). Taking advantage of grassland and animal diversity in managing livestock systems: A simulation study. . Presented at Proceedings of Farming Systems Design 2009, MONTEREY (2009-08-23 - 2009-08-26).
http://prodinra.inra.fr/record/271461
 
Rigolot, C., Rellier, J.-P., Martin-Clouaire, R., Faverdin, P., Baratte, C., Dourmad, J.-Y. (2009). A model relating management practices and nutrient flows in indoor pig farming. In: Modelling nutrient digestion and utilization in farm animals (p. 65-65). Presented at 7. International Workshop. Modelling Nutrient Digestion and Utilization in Farm Animals, Paris, FRA (2009-09-10 - 2009-09-12).
http://prodinra.inra.fr/record/42300
 

Ripoche, A., Rellier, J.-P., Martin-Clouaire, R., Biarnes, A., Pare, N., Gary, C. (2009). Modeling dynamically the management of intercropped vineyards to control the grapevine water status. In: Methodologies for Integrated Analysis of Farm Production Systems (p. 227-228). Presented at Farming Systems Design 2009, Monterey (CA), USA (2009-08-23 - 2009-08-26).
http://prodinra.inra.fr/record/41017


G Quesnel, R Duboz, D Versmisse, and E Ramat. Devs coupling of spatial and ordinary differential equations: Vle framework. In Proceedings of the Open International Conference on Modeling and Simulation, pages 281-294, Clermont- Ferrand, France, June 2005.

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