IEEE Standard for Safety Levels With Respect to Human Exposure to Radio Frequency Electromagnetic Fields, 3 kHz to 300 GHz ,
Stochastic Kriging for Simulation Metamodeling, Operations Research, vol.58, issue.2, pp.371-382, 2010. ,
Uncertainty and sensitivity analysis, Advances in Safety, Reliability and Risk Management, pp.2103-2103, 2011. ,
SURROGATE MODELING OF STOCHASTIC FUNCTIONS-APPLICATION TO COMPUTATIONAL ELECTROMAGNETIC DOSIMETRY, International Journal for Uncertainty Quantification, vol.9, issue.4, pp.351-363, 2019. ,
URL : https://hal.archives-ouvertes.fr/hal-02887155
SENSITIVITY ANALYSIS FOR STOCHASTIC SIMULATORS USING DIFFERENTIAL ENTROPY, International Journal for Uncertainty Quantification, vol.10, issue.1, pp.25-33, 2020. ,
URL : https://hal.archives-ouvertes.fr/hal-02887148
Stochastic finite element: a non intrusive approach by regression, European Journal of Computational Mechanics, vol.15, issue.1-3, pp.81-92, 2006. ,
URL : https://hal.archives-ouvertes.fr/hal-01665506
On a measure of divergence between two multinomial populations, Sankhy?: the indian journal of statistics, pp.401-406, 1946. ,
Pattern recognition and machine learning, 2006. ,
Sparse polynomial chaos expansions and adaptive stochastic finite elements using a regression approach, Comptes Rendus Mécanique, vol.336, issue.6, pp.518-523, 2008. ,
Adaptive sparse polynomial chaos expansion based on least angle regression, Journal of Computational Physics, vol.230, issue.6, pp.2345-2367, 2011. ,
A new uncertainty importance measure, Reliability Engineering & System Safety, vol.92, issue.6, pp.771-784, 2007. ,
Stochastic Simulators Based Optimization by Gaussian Process Metamodels - Application to Maintenance Investments Planning Issues, Quality and Reliability Engineering International, vol.32, issue.6, pp.2067-2080, 2016. ,
URL : https://hal.archives-ouvertes.fr/hal-01198463
Comparison of designs for computer experiments, Journal of Statistical Planning and Inference, vol.136, issue.3, pp.1103-1119, 2006. ,
Sensitivity analysis when model outputs are functions, Reliability Engineering & System Safety, vol.91, issue.10-11, pp.1468-1472, 2006. ,
Introduction, Springer Series in Statistics, pp.1-18, 2000. ,
URL : https://hal.archives-ouvertes.fr/pasteur-00327449
A Least-Squares Method for Sparse Low Rank Approximation of Multivariate Functions, SIAM/ASA Journal on Uncertainty Quantification, vol.3, issue.1, pp.897-921, 2015. ,
URL : https://hal.archives-ouvertes.fr/hal-00861913
Stochastic Dosimetry Based on Low Rank Tensor Approximations for the Assessment of Children Exposure to WLAN Source, IEEE Journal of Electromagnetics, RF and Microwaves in Medicine and Biology, vol.2, issue.2, pp.131-137, 2018. ,
URL : https://hal.archives-ouvertes.fr/hal-02097953
Stochastic Geometry and its Applications, 2013. ,
The Virtual Family?development of surface-based anatomical models of two adults and two children for dosimetric simulations, Physics in Medicine and Biology, vol.55, issue.2, pp.N23-N38, 2009. ,
Large scale machine learning, 2004. ,
Influence of Plane-Wave Incidence Angle on Whole Body and Local Exposure at 2100 MHz, IEEE Transactions on Electromagnetic Compatibility, vol.53, issue.1, pp.48-52, 2011. ,
, 2011 Index IEEE Transactions on Electromagnetic Compatibility Vol. 53, IEEE Transactions on Electromagnetic Compatibility, vol.53, issue.4, pp.1102-1120, 2011.
Variability analysis of SAR from 20 MHz to 2.4 GHz for different adult and child models using finite-difference time-domain, Physics in Medicine and Biology, vol.53, issue.6, pp.1511-1525, 2008. ,
Loss Systems, Stochastic Modeling and Analysis of Telecom Networks, pp.271-305, 2013. ,
URL : https://hal.archives-ouvertes.fr/hal-01297890
Elements of Information Theory, 1991. ,
Grammar Transfer in a Second Order Recurrent Neural Network, Advances in Neural Information Processing Systems 14, pp.472-478, 2002. ,
Least angle regression, The Annals of statistics, vol.32, pp.407-499, 2004. ,
A new metric for probability distributions, IEEE Transactions on Information Theory, vol.49, issue.7, pp.1858-1860, 2003. ,
The Arrangement of Field Experiments, Springer Series in Statistics, pp.82-91, 1992. ,
Programme GeoStat : Fiche technique, 2016. ,
Stochastic Finite Elements: A Spectral Approach, Stochastic Finite Elements: A Spectral Approach, 1991. ,
Deep learning, 2016. ,
On the efficiency of certain quasi-random sequences of points in evaluating multi-dimensional integrals, Numerische Mathematik, vol.2, issue.1, pp.84-90, 1960. ,
Generalized additive models, Generalized Additive Models, pp.136-173, 2017. ,
Model Inference and Averaging, The Elements of Statistical Learning, pp.225-256, 2001. ,
A Class of Statistics with Asymptotically Normal Distribution, The Annals of Mathematical Statistics, vol.19, issue.3, pp.293-325, 1948. ,
Ridge Regression: Biased Estimation for Nonorthogonal Problems, Technometrics, vol.12, issue.1, pp.55-67, 1970. ,
Comparison of average global exposure of population induced by a macro 3G network in different geographical areas in France and Serbia, Bioelectromagnetics, vol.37, issue.6, pp.382-390, 2016. ,
URL : https://hal.archives-ouvertes.fr/hal-02101640
Simplified Assessment Method for Population RF Exposure Induced by a 4G Network, IEEE Journal of Electromagnetics, RF and Microwaves in Medicine and Biology, vol.1, issue.1, pp.34-40, 2017. ,
URL : https://hal.archives-ouvertes.fr/hal-02100947
, ICNIRP STATEMENT ON THE ?GUIDELINES FOR LIMITING EXPOSURE TO TIME-VARYING ELECTRIC, MAGNETIC, AND ELECTROMAGNETIC FIELDS (UP TO 300 GHz)?, Health Physics, vol.97, issue.3, pp.257-258, 2009.
, Measurement procedure for the assessment of specific absorption rate of human exposure to radio frequency fields from hand-held and body-mounted wireless communication devices, IEC, vol.62209
Propagation factors controlling mean field strength on urban streets, IEEE Transactions on Antennas and Propagation, vol.32, issue.8, pp.822-829, 1984. ,
Global sensitivity analysis of computer models with functional inputs, Reliability Engineering & System Safety, vol.94, issue.7, pp.1194-1204, 2009. ,
URL : https://hal.archives-ouvertes.fr/hal-00243156
Global sensitivity analysis of stochastic computer models with generalized additive models, Technometrics, 2008. ,
URL : https://hal.archives-ouvertes.fr/cea-02355755
A new surrogate modeling technique combining Kriging and polynomial chaos expansions ? Application to uncertainty analysis in computational dosimetry, Journal of Computational Physics, vol.286, pp.103-117, 2015. ,
URL : https://hal.archives-ouvertes.fr/hal-01143146
Sensitivity analysis and optimization in simulation: design of experiments and case studies, Winter Simulation Conference Proceedings, 1995. ,
Polynomial meta-models with canonical low-rank approximations: Numerical insights and comparison to sparse polynomial chaos expansions, Journal of Computational Physics, vol.321, pp.1144-1169, 2016. ,
URL : https://hal.archives-ouvertes.fr/hal-01432141
An approximate sensitivity analysis of results from complex computer models in the presence of epistemic and aleatory uncertainties, Reliability Engineering & System Safety, vol.91, issue.10-11, pp.1210-1218, 2006. ,
Estimating the parameters of the generalized lambda distribution, Algo research quarterly, vol.3, pp.47-58, 2000. ,
A generalization of the Nataf transformation to distributions with elliptical copula, Probabilistic Engineering Mechanics, vol.24, issue.2, pp.172-178, 2009. ,
Relative Entropy Based Method for Probabilistic Sensitivity Analysis in Engineering Design, Journal of Mechanical Design, vol.128, issue.2, p.326, 2006. ,
Stochastic kriging for efficient nested simulation of expected shortfall, The Journal of Risk, vol.12, issue.3, pp.3-27, 2010. ,
A general multipurpose interpolation procedure: the magic points, Communications on Pure & Applied Analysis, vol.8, issue.1, pp.383-404, 2009. ,
URL : https://hal.archives-ouvertes.fr/hal-00174797
UQLab: A Framework for Uncertainty Quantification in Matlab, Vulnerability, Uncertainty, and Risk, pp.2554-2563, 2014. ,
Global sensitivity analysis of stochastic computer models with joint metamodels, Statistics and Computing, vol.22, issue.3, pp.833-847, 2011. ,
URL : https://hal.archives-ouvertes.fr/hal-00232805
ELECTRICITY AND MAGNETISM, A Treatise on Electricity and Magnetism, vol.1, pp.xxxi-xxxiv ,
An optimal tradeoff between explorations and repetitions in global sensitivity analysis for stochastic computer models, 2019. ,
URL : https://hal.archives-ouvertes.fr/hal-02113448
Comparison of Three Methods for Selecting Values of Input Variables in the Analysis of Output from a Computer Code, Technometrics, vol.21, issue.2, pp.239-245, 1979. ,
Factorial Sampling Plans for Preliminary Computational Experiments, Technometrics, vol.33, issue.2, pp.161-174, 1991. ,
Emulators for stochastic simulation codes, ESAIM: Proceedings and Surveys, vol.48, pp.116-155, 2015. ,
URL : https://hal.archives-ouvertes.fr/hal-01011770
Crack STIT tessellations: characterization of stationary random tessellations stable with respect to iteration, Advances in Applied Probability, vol.37, issue.4, pp.859-883, 2005. ,
, Electromagnetic fields report, 2010.
On the Choice of Nugget in Kriging Modeling for Deterministic Computer Experiments, Journal of Computational and Graphical Statistics, vol.23, issue.1, pp.151-168, 2014. ,
Building Accurate Emulators for Stochastic Simulations via Quantile Kriging, Technometrics, vol.56, issue.4, pp.466-473, 2014. ,
Game theoretic simulation metamodeling using stochastic kriging, Proceedings of the 2010 Winter Simulation Conference, pp.1456-1467, 2010. ,
Radial basis functions for multivariable interpolation: a review, 1987. ,
Design of computer experiments: space filling and beyond, Statistics and Computing, vol.22, issue.3, pp.681-701, 2011. ,
URL : https://hal.archives-ouvertes.fr/hal-00685876
Functional Data Analysis, 1997. ,
Wireless communications: principles and practice, vol.2, 1996. ,
Basic standard on measurement and calculation procedures for human exposure to electric, magnetic and electromagnetic fields (0 Hz - 300 GHz), Official Journal of the European Communities, vol.199 ,
Variable selection for high dimensional Bayesian density estimation: application to human exposure simulation, Journal of the Royal Statistical Society: Series C (Applied Statistics), vol.61, issue.1, pp.47-66, 2011. ,
Construction of Reference Centiles Using Mean and Dispersion Additive Models, Journal of the Royal Statistical Society: Series D (The Statistician), vol.49, issue.1, pp.41-50, 2000. ,
This is it: A primer on Shannon's entropy and information, Progress in Mathematical Physics, 2018. ,
Remarks on a Multivariate Transformation, The Annals of Mathematical Statistics, vol.23, issue.3, pp.470-472, 1952. ,
Learning representations by back-propagating errors, Nature, vol.323, issue.6088, pp.533-536, 1986. ,
Mobile propagation loss prediction for arbitrary urban environments, Electronics and Communications in Japan (Part I: Communications), vol.74, issue.10, pp.87-99, 1991. ,
Sensitivity Analysis in Practice, 2002. ,
The Design and Analysis of Computer Experiments, 2003. ,
On optimal and data-based histograms, Biometrika, vol.66, issue.3, pp.605-610, 1979. ,
A Mathematical Theory of Communication, Bell System Technical Journal, vol.27, issue.3, pp.379-423, 1948. ,
Global sensitivity indices for nonlinear mathematical models and their Monte Carlo estimates, Mathematics and Computers in Simulation, vol.55, issue.1-3, pp.271-280, 2001. ,
Global sensitivity indices for nonlinear mathematical models and their Monte Carlo estimates, Mathematics and Computers in Simulation, vol.55, issue.1-3, pp.271-280, 2001. ,
On the distribution of points in a cube and the approximate evaluation of integrals, USSR Computational Mathematics and Mathematical Physics, vol.7, issue.4, pp.86-112, 1967. ,
The Choice of a Class Interval, Journal of the American Statistical Association, vol.21, issue.153, pp.65-66, 1926. ,
Numerical maximum log likelihood estimation for generalized lambda distributions, Computational Statistics & Data Analysis, vol.51, issue.8, pp.3983-3998, 2007. ,
Global sensitivity analysis using polynomial chaos expansions, Reliability Engineering & System Safety, vol.93, issue.7, pp.964-979, 2008. ,
URL : https://hal.archives-ouvertes.fr/hal-01432217
Meta-models for Structural Reliability and Uncertainty Quantification, Proceedings of the 5th Asian-Pacific Symposium on Structural Reliability and its Applications, 2012. ,
URL : https://hal.archives-ouvertes.fr/hal-00683179
Ambiguous Emotional Processing and Embodiment, 5th Annual International Conference on Cognitive and Behavioral Psychology (CBP 2016), vol.173, 2016. ,
Global sensitivity analysis using polynomial chaos expansions, Reliability Engineering & System Safety, vol.93, issue.7, pp.964-979, 2008. ,
URL : https://hal.archives-ouvertes.fr/hal-01432217
Computational Electromagnetics: The Finite-Difference Time-Domain Method, The Electrical Engineering Handbook, pp.629-670, 2005. ,
Regression Shrinkage and Selection Via the Lasso, Journal of the Royal Statistical Society: Series B (Methodological), vol.58, issue.1, pp.267-288, 1996. ,
Signal Recovery From Random Measurements Via Orthogonal Matching Pursuit, IEEE Transactions on Information Theory, vol.53, issue.12, pp.4655-4666, 2007. ,
A deterministic ultra wideband channel modeling, 2002 IEEE Conference on Ultra Wideband Systems and Technologies (IEEE Cat. No.02EX580), pp.1-5 ,
URL : https://hal.archives-ouvertes.fr/hal-00958870
A novel method to assess human population exposure induced by a wireless cellular network, Bioelectromagnetics, vol.36, issue.6, pp.451-463, 2015. ,
URL : https://hal.archives-ouvertes.fr/hal-02287676
A novel method to assess human population exposure induced by a wireless cellular network, Bioelectromagnetics, vol.36, pp.451-463, 2015. ,
URL : https://hal.archives-ouvertes.fr/hal-02287676
Radio-Frequency Human Exposure Assessment, 2016. ,
URL : https://hal.archives-ouvertes.fr/hal-02287674
Numerical Methods for Stochastic Computations, 2010. ,
The Wiener--Askey Polynomial Chaos for Stochastic Differential Equations, SIAM Journal on Scientific Computing, vol.24, issue.2, pp.619-644, 2002. ,
Crack STIT tessellations for city modeling and impact of terrain topology on wireless propagation, Proc. 10th Int. Workshop on Wireless Network Measurements and Experimentation, 2014. ,
REPLICATION-BASED EMULATION OF THE RESPONSE DISTRIBUTION OF STOCHASTIC SIMULATORS USING GENERALIZED LAMBDA DISTRIBUTIONS, International Journal for Uncertainty Quantification, vol.10, issue.3, pp.249-275, 2020. ,
URL : https://hal.archives-ouvertes.fr/hal-02373464
SENSITIVITY ANALYSIS FOR STOCHASTIC SIMULATORS USING DIFFERENTIAL ENTROPY, International Journal for Uncertainty Quantification, vol.10, issue.1, pp.25-33, 2020. ,
URL : https://hal.archives-ouvertes.fr/hal-02887148
SURROGATE MODELING OF STOCHASTIC FUNCTIONS-APPLICATION TO COMPUTATIONAL ELECTROMAGNETIC DOSIMETRY, International Journal for Uncertainty Quantification, vol.9, issue.4, pp.351-363, 2019. ,
URL : https://hal.archives-ouvertes.fr/hal-02887155
2017 XXXIInd General Assembly and Scientific Symposium of the International Union of Radio Science (URSI GASS), 33rd General Assembly and Scientific Symposium of the International Union of Radio Science, 2017. ,
SENSITIVITY ANALYSIS FOR STOCHASTIC SIMULATORS USING DIFFERENTIAL ENTROPY, International Journal for Uncertainty Quantification, vol.10, issue.1, pp.25-33, 2020. ,
URL : https://hal.archives-ouvertes.fr/hal-02887148
SURROGATE MODELING OF STOCHASTIC FUNCTIONS-APPLICATION TO COMPUTATIONAL ELECTROMAGNETIC DOSIMETRY, International Journal for Uncertainty Quantification, vol.9, issue.4, pp.351-363, 2019. ,
URL : https://hal.archives-ouvertes.fr/hal-02887155
SENSITIVITY ANALYSIS FOR STOCHASTIC SIMULATORS USING DIFFERENTIAL ENTROPY, International Journal for Uncertainty Quantification, vol.10, issue.1, pp.25-33, 2020. ,
URL : https://hal.archives-ouvertes.fr/hal-02887148
Random Processes Metamodeling Applied to Dosimetry, 2018 2nd URSI Atlantic Radio Science Meeting (AT-RASC), p.4, 2018. ,
Simple analytical models for the calculation of the electric field radiated by the base station antenna, International Journal for Engineering Modelling, vol.31, issue.1-2, pp.31-42, 2018. ,
Random Processes Metamodeling Applied to Dosimetry, 2018 2nd URSI Atlantic Radio Science Meeting (AT-RASC), 2018. ,
Random Processes Metamodeling Applied to Dosimetry, 2018 2nd URSI Atlantic Radio Science Meeting (AT-RASC), 2018. ,
SURROGATE MODELING OF STOCHASTIC FUNCTIONS-APPLICATION TO COMPUTATIONAL ELECTROMAGNETIC DOSIMETRY, International Journal for Uncertainty Quantification, vol.9, issue.4, pp.351-363, 2019. ,
URL : https://hal.archives-ouvertes.fr/hal-02887155