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explicit link between Gaussian fields and Gaussian Markov random fields: the stochastic partial differential equation approachJournal of the Royal Statistical Society. Series B, Statistical methodology, 2011-09, Vol.73 (4), p.423-498 [Peer Reviewed Journal]Copyright © 2011 The Royal Statistical Society and Blackwell Publishing Ltd. ;2011 Royal Statistical Society ;2015 INIST-CNRS ;ISSN: 1369-7412 ;EISSN: 1467-9868 ;DOI: 10.1111/j.1467-9868.2011.00777.xFull text available |
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Operator learning for predicting multiscale bubble growth dynamicsThe Journal of chemical physics, 2021-03, Vol.154 (10), p.104118-104118 [Peer Reviewed Journal]Author(s) ;2021 Author(s). Published under license by AIP Publishing. ;ISSN: 0021-9606 ;EISSN: 1089-7690 ;DOI: 10.1063/5.0041203 ;PMID: 33722055 ;CODEN: JCPSA6Full text available |
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A general framework for quantitatively assessing ecological stochasticityProceedings of the National Academy of Sciences - PNAS, 2019-08, Vol.116 (34), p.16892-16898 [Peer Reviewed Journal]Copyright National Academy of Sciences Aug 20, 2019 ;2019 ;ISSN: 0027-8424 ;EISSN: 1091-6490 ;DOI: 10.1073/pnas.1904623116 ;PMID: 31391302Full text available |
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Material Type: Article
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L1 Penalized Estimation in the Cox Proportional Hazards ModelBiometrical journal, 2010-02, Vol.52 (1), p.70-84 [Peer Reviewed Journal]Copyright © 2010 WILEY‐VCH Verlag GmbH & Co. KGaA, Weinheim ;2015 INIST-CNRS ;ISSN: 0323-3847 ;EISSN: 1521-4036 ;DOI: 10.1002/bimj.200900028 ;PMID: 19937997 ;CODEN: BIJODNFull text available |
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Material Type: Article
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Fast interpolation-based t-SNE for improved visualization of single-cell RNA-seq dataNature methods, 2019-03, Vol.16 (3), p.243-245 [Peer Reviewed Journal]2019© The Author(s), under exclusive licence to Springer Nature America, Inc. 2019 ;ISSN: 1548-7091 ;EISSN: 1548-7105 ;DOI: 10.1038/s41592-018-0308-4 ;PMID: 30742040Full text available |
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Material Type: Article
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On-line inference for multiple changepoint problemsJournal of the Royal Statistical Society. Series B, Statistical methodology, 2007-09, Vol.69 (4), p.589-605 [Peer Reviewed Journal]Copyright 2007 The Royal Statistical Society and Blackwell Publishing Ltd. ;2007 INIST-CNRS ;2007 Royal Statistical Society ;ISSN: 1369-7412 ;EISSN: 1467-9868 ;DOI: 10.1111/j.1467-9868.2007.00601.xFull text available |
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Material Type: Article
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Model selection and estimation in regression with grouped variablesJournal of the Royal Statistical Society. Series B, Statistical methodology, 2006-02, Vol.68 (1), p.49-67 [Peer Reviewed Journal]Copyright 2006 The Royal Statistical Society and Blackwell Publishing Ltd. ;2006 INIST-CNRS ;2006 Royal Statistical Society ;ISSN: 1369-7412 ;EISSN: 1467-9868 ;DOI: 10.1111/j.1467-9868.2005.00532.xFull text available |
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Material Type: Article
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Cooperating with machinesNature communications, 2018-01, Vol.9 (1), p.233-12, Article 233 [Peer Reviewed Journal]2018. This work is published under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;Distributed under a Creative Commons Attribution 4.0 International License ;The Author(s) 2018 ;ISSN: 2041-1723 ;EISSN: 2041-1723 ;DOI: 10.1038/s41467-017-02597-8 ;PMID: 29339817Full text available |
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Material Type: Article
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Global kriging surrogate modeling for general time-variant reliability-based design optimization problemsStructural and multidisciplinary optimization, 2018-09, Vol.58 (3), p.955-968 [Peer Reviewed Journal]Springer-Verlag GmbH Germany, part of Springer Nature 2018 ;Copyright Springer Science & Business Media 2018 ;Structural and Multidisciplinary Optimization is a copyright of Springer, (2018). All Rights Reserved. ;ISSN: 1615-147X ;EISSN: 1615-1488 ;DOI: 10.1007/s00158-018-1938-yFull text available |
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10 |
Material Type: Article
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A Statistical Framework to Investigate the Optimality of Signal-Reconstruction MethodsIEEE transactions on signal processing, 2023, Vol.71, p.2043-2055 [Peer Reviewed Journal]Distributed under a Creative Commons Attribution 4.0 International License ;ISSN: 1053-587X ;EISSN: 1941-0476 ;DOI: 10.1109/tsp.2023.3282062Digital Resources/Online E-Resources |
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11 |
Material Type: Article
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Inverse stochastic resonance in networks of spiking neuronsPLoS computational biology, 2017-07, Vol.13 (7), p.e1005646-e1005646 [Peer Reviewed Journal]COPYRIGHT 2017 Public Library of Science ;COPYRIGHT 2017 Public Library of Science ;2017 Public Library of Science. This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited: Uzuntarla M, Barreto E, Torres JJ (2017) Inverse stochastic resonance in networks of spiking neurons. PLoS Comput Biol 13(7): e1005646. https://doi.org/10.1371/journal.pcbi.1005646 ;2017 Uzuntarla et al 2017 Uzuntarla et al ;2017 Public Library of Science. This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited: Uzuntarla M, Barreto E, Torres JJ (2017) Inverse stochastic resonance in networks of spiking neurons. PLoS Comput Biol 13(7): e1005646. https://doi.org/10.1371/journal.pcbi.1005646 ;ISSN: 1553-7358 ;ISSN: 1553-734X ;EISSN: 1553-7358 ;DOI: 10.1371/journal.pcbi.1005646 ;PMID: 28692643Full text available |
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Material Type: Article
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TFHE: Fast Fully Homomorphic Encryption Over the TorusJournal of cryptology, 2020-01, Vol.33 (1), p.34-91 [Peer Reviewed Journal]Attribution ;ISSN: 0933-2790 ;EISSN: 1432-1378 ;DOI: 10.1007/s00145-019-09319-xDigital Resources/Online E-Resources |
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13 |
Material Type: Article
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New insights and best practices for the successful use of Empirical Mode Decomposition, Iterative Filtering and derived algorithmsScientific reports, 2020-09, Vol.10 (1), p.15161-15161, Article 15161 [Peer Reviewed Journal]The Author(s) 2020. This work is published under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;The Author(s) 2020 ;ISSN: 2045-2322 ;EISSN: 2045-2322 ;DOI: 10.1038/s41598-020-72193-2 ;PMID: 32939024Full text available |
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Material Type: Article
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Functional clustering and identifying substructures of longitudinal dataJournal of the Royal Statistical Society. Series B, Statistical methodology, 2007-09, Vol.69 (4), p.679-699 [Peer Reviewed Journal]Copyright 2007 The Royal Statistical Society and Blackwell Publishing Ltd. ;2007 INIST-CNRS ;2007 Royal Statistical Society ;ISSN: 1369-7412 ;EISSN: 1467-9868 ;DOI: 10.1111/j.1467-9868.2007.00605.xFull text available |
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Material Type: Article
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Stochastic Simulation of Biomolecular Networks in Dynamic EnvironmentsPLoS computational biology, 2016-06, Vol.12 (6), p.e1004923-e1004923 [Peer Reviewed Journal]COPYRIGHT 2016 Public Library of Science ;COPYRIGHT 2016 Public Library of Science ;2016 Public Library of Science. This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited: Voliotis M, Thomas P, Grima R, Bowsher CG (2016) Stochastic Simulation of Biomolecular Networks in Dynamic Environments. PLoS Comput Biol 12(6): e1004923. doi:10.1371/journal.pcbi.1004923 ;2016 Voliotis et al 2016 Voliotis et al ;2016 Public Library of Science. This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited: Voliotis M, Thomas P, Grima R, Bowsher CG (2016) Stochastic Simulation of Biomolecular Networks in Dynamic Environments. PLoS Comput Biol 12(6): e1004923. doi:10.1371/journal.pcbi.1004923 ;ISSN: 1553-7358 ;ISSN: 1553-734X ;EISSN: 1553-7358 ;DOI: 10.1371/journal.pcbi.1004923 ;PMID: 27248512Full text available |
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Material Type: Article
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A pathwise derivative approach to the computation of parameter sensitivities in discrete stochastic chemical systemsThe Journal of chemical physics, 2012-01, Vol.136 (3), p.034115-034115-13 [Peer Reviewed Journal]2012 American Institute of Physics ;Copyright © 2012 American Institute of Physics 2012 American Institute of Physics ;ISSN: 0021-9606 ;EISSN: 1089-7690 ;DOI: 10.1063/1.3677230 ;PMID: 22280752 ;CODEN: JCPSA6Full text available |
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Material Type: Article
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Perspective: Stochastic algorithms for chemical kineticsThe Journal of chemical physics, 2013-05, Vol.138 (17), p.170901-170901 [Peer Reviewed Journal]Copyright © 2013 AIP Publishing LLC 2013 AIP Publishing LLC ;ISSN: 0021-9606 ;EISSN: 1089-7690 ;DOI: 10.1063/1.4801941 ;PMID: 23656106Full text available |
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18 |
Material Type: Article
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Pressure control using stochastic cell rescalingThe Journal of chemical physics, 2020-09, Vol.153 (11), p.114107-114107 [Peer Reviewed Journal]Author(s) ;2020 Author(s). Published under license by AIP Publishing. ;ISSN: 0021-9606 ;EISSN: 1089-7690 ;DOI: 10.1063/5.0020514 ;PMID: 32962386 ;CODEN: JCPSA6Full text available |
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Material Type: Article
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Stochastic block models: A comparison of variants and inference methodsPloS one, 2019-04, Vol.14 (4), p.e0215296 [Peer Reviewed Journal]COPYRIGHT 2019 Public Library of Science ;COPYRIGHT 2019 Public Library of Science ;2019 Funke, Becker 2019 Funke, Becker ;ISSN: 1932-6203 ;EISSN: 1932-6203 ;DOI: 10.1371/journal.pone.0215296 ;PMID: 31013290Full text available |
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Material Type: Article
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The Performance of Risk Prediction ModelsBiometrical journal, 2008-08, Vol.50 (4), p.457-479 [Peer Reviewed Journal]Copyright © 2008 WILEY‐VCH Verlag GmbH & Co. KGaA, Weinheim ;2008 INIST-CNRS ;(c) 2008 WILEY-VCH Verlag GmbH & Co. KGaA, Weinheim ;ISSN: 0323-3847 ;EISSN: 1521-4036 ;DOI: 10.1002/bimj.200810443 ;PMID: 18663757 ;CODEN: BIJODNFull text available |