Guillaume Perrin - Concepedia

Author

Guillaume Perrin

Also Known As

Defaux, Gilles, G Perrin, G. PERRIN, G. Perrin, Garnier, Josselin, Guillaume PERRIN, Guillaume Perrin, M. Papadrakakis, Perrin, G., Perrin, Guillaume

184

Publications

1.4K

Citations

H-Index

117

Concepts

All Affiliations

CEA DAM Île-de-France Commissariat à l'Énergie Atomique et aux Énergies Alternatives Centre National de la Recherche Scientifique Société Nationale des Chemins de Fer Français (France)Laboratoire Modélisation et Simulation Multi-Echelle

About

Guillaume Perrin is an author at CEA DAM Île-de-France specializing in engineering, natural sciences, and data science.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	20	29	1K
2	Natural Sciences	10	10	334
3	Business	2	2	35
4	Health Sciences	2	2	72
5	Education	1	1	33

Guillaume Perrin

Publications

1.1K

Citations

H-Index

Page 1

	Year	Citations
Comparison of six individual tree crown detection algorithms evaluated under varying forest conditions Morten Andreas Dahl Larsen, Mats Eriksson, Xavier Descombes, International Journal of Remote Sensing Detection/delineation AlgorithmsForest BiometricsEngineeringTree GrowthForestry	2011	138
Track irregularities stochastic modeling Guillaume Perrin, Christian Soize, Denis Duhamel, Probabilistic Engineering Mechanics EngineeringUncertainty QuantificationStochastic SystemProbability TheoryStochastic Phenomenon	2013	76
A marked point process model for tree crown extraction in plantations Guillaume Perrin, Xavier Descombes, Josiane Zerubia Plantation ImagesEngineeringForest BiometricsForestryAgricultural Economics	2005	61
A Deep Reinforcement Learning Approach for Early Classification of Time Series C. Martinez, Guillaume Perrin, Emmanuel Ramasso, Artificial IntelligenceEarly ClassificationEngineeringMachine LearningData Science	2018	58
3D particle shape modelling and optimization through proper orthogonal decomposition Noura Ouhbi, Charles Voivret, Guillaume Perrin, Granular Matter Geometric ModelingNumerical AnalysisEngineeringNatural SciencesStatistical Shape Analysis	2017	52
Identification of Polynomial Chaos Representations in High Dimension from a Set of Realizations Guillaume Perrin, Christian Soize, Denis Duhamel, SIAM Journal on Scientific Computing Numerical AnalysisAttractorNonlinear System IdentificationNew FormulationPolynomial Chaos Identification	2012	49
Sum rules for gyromagnetic permeability of ferromagnetic thin films: Theoretical and experimental results Guillaume Perrin, O. Acher, J.C. Peuzin, Journal of Magnetism and Magnetic Materials Materials ScienceMagnetismFerromagnetismEngineeringGyromagnetic Permeability	1996	45
High-speed train suspension health monitoring using computational dynamics and acceleration measurements David Lebel, Christian Soize, Christine Fünfschilling, Vehicle System Dynamics Railway TrafficEngineeringAcceleration MeasurementsVehicle DynamicComputational Mechanics	2019	40
Active learning surrogate models for the conception of systems with multiple failure modes Guillaume Perrin Reliability Engineering & System Safety Reliability EngineeringEngineeringMachine LearningReliability ModellingFailure Analysis	2016	39
Group kernels for Gaussian process metamodels with categorical inputs Olivier Roustant, Espéran Padonou, Yves Deville, HAL (Le Centre pour la Communication Scientifique Directe) EngineeringData ScienceGroup KernelsGaussian ProcessReproducing Kernel Method	2018	39

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