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1دورية أكاديمية
المؤلفون: Patric Wyss, David Ginsbourger, Haochang Shou, Christos Davatzikos, Stefan Klöppel, Ahmed Abdulkadir
المصدر: Scientific Reports, Vol 13, Iss 1, Pp 1-12 (2023)
وصف الملف: electronic resource
Relation: https://doaj.org/toc/2045-2322
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2دورية أكاديمية
المؤلفون: Olivier Roustant, David Ginsbourger, Yves Deville
المصدر: Journal of Statistical Software, Vol 51, Iss 1 (2012)
مصطلحات موضوعية: computer experiments, Gaussian processes, global optimization, Statistics, HA1-4737
وصف الملف: electronic resource
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المؤلفون: David Ginsbourger, Niklas Linde, Eliane Maalouf
المصدر: Machine Learning, Optimization, and Data Science ISBN: 9783030954666
مصطلحات موضوعية: 510 Mathematics, 360 Social problems & social services
URL الوصول: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::f19ebf7b23bf3a250e93857b38b9379c
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4دورية أكاديمية
المؤلفون: Mickaël Binois, David Ginsbourger, Olivier Roustant
المصدر: Springer, Journal of Global Optimization. 76(1):69-90
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المؤلفون: Christos Davatzikos, Ahmed Abdulkadir, David Ginsbourger, Patric Wyss, Stefan Klöppel, Haochang Shou
المصدر: Wyss, Patric; Ginsbourger, David; Shou, Haochang; Davatzikos, Christos; Klöppel, Stefan; Abdulkadir, Ahmed (2023). Adaptive data-driven selection of sequences of biological and cognitive markers in pre-clinical diagnosis of dementia. Scientific Reports, 13(1), p. 6406. Nature Publishing Group 10.1038/s41598-023-32867-z <http://dx.doi.org/10.1038/s41598-023-32867-z>
مصطلحات موضوعية: Multidisciplinary, Computer science, business.industry, 610 Medicine & health, Cognition, Interval (mathematics), medicine.disease, Machine learning, computer.software_genre, Data-driven, 510 Mathematics, 360 Social problems & social services, medicine, Range (statistics), Dementia, Sensitivity (control systems), Artificial intelligence, business, computer, Selection (genetic algorithm), Sequential algorithm
وصف الملف: application/pdf
URL الوصول: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::fe342528d3efabedf58963ba7d1fcffa
https://doi.org/10.1101/2021.10.26.21265515 -
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المؤلفون: David Ginsbourger, Lea Friedli, Arnaud Doucet, Niklas Linde
المصدر: Geophysical Journal International, vol. 228, no. 2, pp. 839-856
مصطلحات موضوعية: FOS: Computer and information sciences, Markov chain, Posterior probability, Monte Carlo method, Statistical parameter, FOS: Physical sciences, Statistics - Applications, Geophysics (physics.geo-ph), Physics::Geophysics, Physics - Geophysics, Geophysics, 510 Mathematics, Geochemistry and Petrology, Prior probability, Ground-penetrating radar, 550 Earth sciences & geology, Applications (stat.AP), Latent variable model, Algorithm, Geology, Importance sampling
وصف الملف: application/pdf
URL الوصول: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::7d39581e439f00669398f48d81108556
http://arxiv.org/abs/2110.05210 -
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المؤلفون: Athénaïs Gautier, David Ginsbourger, Guillaume Pirot
المصدر: Gautier, Athénaïs; Ginsbourger, David; Pirot, Guillaume (August 2021). Goal-oriented adaptive sampling under random field modelling of response probability distributions. ESAIM: Proceedings and Surveys, 71, pp. 89-100. EDP Sciences 10.1051/proc/202171108 <http://dx.doi.org/10.1051/proc/202171108>
University of Western Australia
ESAIM: Proceedings and Surveys, Vol 71, Pp 89-100 (2021)مصطلحات موضوعية: FOS: Computer and information sciences, Adaptive sampling, Computer science, Calibration (statistics), Bayesian probability, Machine Learning (stat.ML), Probability density function, Statistics - Applications, Statistics - Computation, Methodology (stat.ME), 510 Mathematics, Statistics - Machine Learning, 360 Social problems & social services, FOS: Mathematics, QA1-939, Applications (stat.AP), Mathematics - Optimization and Control, Statistics - Methodology, Computation (stat.CO), T57-57.97, Applied mathematics. Quantitative methods, Random field, Probabilistic logic, Distribution (mathematics), Optimization and Control (math.OC), Probability distribution, Algorithm, Mathematics
وصف الملف: application/pdf
URL الوصول: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::fd8b19f8980bbe4f9539eee0a4fc121f
https://boris.unibe.ch/168972/1/proc2107108.pdf -
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المصدر: Annals of Applied Statistics
مصطلحات موضوعية: FOS: Computer and information sciences, Statistics and Probability, 0209 industrial biotechnology, Computer Science - Machine Learning, Computer science, Gaussian, Boundary (topology), Machine Learning (stat.ML), 02 engineering and technology, computer.software_genre, 01 natural sciences, Statistics - Applications, Statistics - Computation, Field (computer science), Machine Learning (cs.LG), 010104 statistics & probability, Bernoulli's principle, symbols.namesake, 020901 industrial engineering & automation, 510 Mathematics, Statistics - Machine Learning, Applications (stat.AP), 14. Life underwater, 0101 mathematics, Gaussian process, Computation (stat.CO), Physics::Atmospheric and Oceanic Physics, Random field, Sampling (statistics), 13. Climate action, Modeling and Simulation, symbols, Variance reduction, Data mining, Statistics, Probability and Uncertainty, computer
وصف الملف: application/pdf
URL الوصول: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::d17d768569999e444f6b66e52e2b1899
https://hdl.handle.net/11250/2826156 -
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المؤلفون: David Ginsbourger, Olivia Martius, Clément Chevalier
المصدر: Chevalier, Clément; Martius, Olivia; Ginsbourger, David (2020). Modeling non-stationary extreme dependence with stationary max-stable processes and multidimensional scaling. Journal of computational and graphical statistics : JCGS, 30(3), pp. 745-755. American Statistical Association 10.1080/10618600.2020.1844213 <http://dx.doi.org/10.1080/10618600.2020.1844213>
مصطلحات موضوعية: FOS: Computer and information sciences, Statistics and Probability, Computer science, 910 Geography & travel, 01 natural sciences, Task (project management), Methodology (stat.ME), 010104 statistics & probability, 510 Mathematics, Joint probability distribution, 360 Social problems & social services, 0502 economics and business, 550 Earth sciences & geology, Discrete Mathematics and Combinatorics, Statistical physics, Multidimensional scaling, 0101 mathematics, Extreme value theory, Statistics - Methodology, 050205 econometrics, 05 social sciences, Extreme events, Statistics, Probability and Uncertainty
وصف الملف: application/pdf
URL الوصول: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::47dd0da4dffdb0f6bea8ed98deb92cfb
https://boris.unibe.ch/148264/1/chevalier_2020_a_modeling.pdf -
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المؤلفون: David Ginsbourger, Mickaël Binois, Olivier Roustant
المساهمون: Technocentre Renault [Guyancourt], RENAULT, Méthodes d'Analyse Stochastique des Codes et Traitements Numériques (GdR MASCOT-NUM), Centre National de la Recherche Scientifique (CNRS), Laboratoire d'Informatique, de Modélisation et d'Optimisation des Systèmes (LIMOS), Ecole Nationale Supérieure des Mines de St Etienne-Université Clermont Auvergne [2017-2020] (UCA [2017-2020])-Centre National de la Recherche Scientifique (CNRS), École des Mines de Saint-Étienne (Mines Saint-Étienne MSE), Institut Mines-Télécom [Paris] (IMT), Institut Henri Fayol (FAYOL-ENSMSE), Institut Mines-Télécom [Paris] (IMT)-Institut Mines-Télécom [Paris] (IMT), Département Génie mathématique et industriel (FAYOL-ENSMSE), Ecole Nationale Supérieure des Mines de St Etienne-Institut Henri Fayol, Institute of Mathematical Statistics and Actuarial Science [Bern] (IMSV), University of Bern, Ecole Nationale Supérieure des Mines de St Etienne (ENSM ST-ETIENNE)-Université Clermont Auvergne [2017-2020] (UCA [2017-2020])-Centre National de la Recherche Scientifique (CNRS), Ecole Nationale Supérieure des Mines de St Etienne (ENSM ST-ETIENNE)-Institut Henri Fayol
المصدر: Journal of Global Optimization
Journal of Global Optimization, Springer Verlag, 2020, 76, pp.69-90. ⟨10.1007/s10898-019-00839-1⟩
Journal of Global Optimization, 2020, 76, pp.69-90. ⟨10.1007/s10898-019-00839-1⟩مصطلحات موضوعية: FOS: Computer and information sciences, Mathematical optimization, Control and Optimization, Optimization problem, 0211 other engineering and technologies, Machine Learning (stat.ML), 02 engineering and technology, Management Science and Operations Research, REMBO, Domain (software engineering), Methodology (stat.ME), Random search, [STAT.ML]Statistics [stat]/Machine Learning [stat.ML], Statistics - Machine Learning, Robustness (computer science), FOS: Mathematics, low effective dimensionality, Mathematics - Optimization and Control, Global optimization, Statistics - Methodology, Mathematics, Bayesian optimization, 021103 operations research, Applied Mathematics, Expensive black-box optimization, Computer Science Applications, Optimization and Control (math.OC), zonotope, Embedding, [MATH.MATH-OC]Mathematics [math]/Optimization and Control [math.OC], [STAT.ME]Statistics [stat]/Methodology [stat.ME], Curse of dimensionality
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