Statistics and Computing Short Title: Stat. Comput. Publisher: Springer US, New York, NY ISSN: 0960-3174; 1573-1375/e Online: http://link.springer.com/journal/volumesAndIssues/11222 Comments: Indexed cover-to-cover Documents Indexed: 1,042 Publications (since 2002) References Indexed: 1,017 Publications with 38,686 References. all top 5 Latest Issues 33, No. 1 (2023) 32, No. 6 (2022) 32, No. 5 (2022) 32, No. 4 (2022) 32, No. 3 (2022) 32, No. 2 (2022) 32, No. 1 (2022) 31, No. 6 (2021) 31, No. 5 (2021) 31, No. 4 (2021) 31, No. 3 (2021) 31, No. 2 (2021) 31, No. 1 (2021) 30, No. 6 (2020) 30, No. 5 (2020) 30, No. 4 (2020) 30, No. 3 (2020) 30, No. 2 (2020) 30, No. 1 (2020) 29, No. 6 (2019) 29, No. 5 (2019) 29, No. 4 (2019) 29, No. 3 (2019) 29, No. 2 (2019) 29, No. 1 (2019) 28, No. 6 (2018) 28, No. 5 (2018) 28, No. 4 (2018) 28, No. 3 (2018) 28, No. 2 (2018) 28, No. 1 (2018) 27, No. 6 (2017) 27, No. 5 (2017) 27, No. 4 (2017) 27, No. 3 (2017) 27, No. 2 (2017) 27, No. 1 (2017) 26, No. 6 (2016) 26, No. 5 (2016) 26, No. 4 (2016) 26, No. 3 (2016) 26, No. 1-2 (2016) 25, No. 6 (2015) 25, No. 5 (2015) 25, No. 4 (2015) 25, No. 3 (2015) 25, No. 2 (2015) 25, No. 1 (2015) 24, No. 6 (2014) 24, No. 5 (2014) 24, No. 4 (2014) 24, No. 3 (2014) 24, No. 2 (2014) 24, No. 1 (2014) 23, No. 6 (2013) 23, No. 5 (2013) 23, No. 4 (2013) 23, No. 3 (2013) 23, No. 2 (2013) 23, No. 1 (2013) 22, No. 6 (2012) 22, No. 5 (2012) 22, No. 4 (2012) 22, No. 3 (2012) 22, No. 2 (2012) 22, No. 1 (2012) 21, No. 4 (2011) 21, No. 3 (2011) 21, No. 2 (2011) 21, No. 1 (2011) 12, No. 1 (2002) all top 5 Authors 19 Jasra, Ajay 12 Kneib, Thomas 11 Friel, Nial 11 Nott, David John 9 Cao, Jiguo 9 Drovandi, Christopher C. 9 Särkkä, Simo 8 Eckley, Idris A. 8 Fearnhead, Paul 8 Griffin, Jim E. 8 Hooker, Giles 8 Robin, Stéphane 7 Forbes, Florence 7 Mayo-Iscar, Agustin 7 Míguez, Joaquín 7 Ntzoufras, Ioannis 7 Oates, Chris J. 7 Tran, Minh Ngoc 7 Vehtari, Aki 6 Bouveyron, Charles 6 Corander, Jukka 6 García-Escudero, Luis Angel 6 Heard, Nicholas A. 6 Kypraios, Theodore 6 Liang, Faming 6 McLachlan, Geoffrey John 6 Moulines, Eric 6 Nunes, Matthew A. 6 Roberts, Gareth O. 6 Tempone, Raúl F. 6 Tutz, Gerhard E. 6 Walker, Stephen Grahm 6 Wong, Wengkee 5 Adams, Niall M. 5 Dellaportas, Petros 5 Duarte, Belmiro P. M. 5 Gelman, Andrew 5 Golightly, Andrew 5 Greselin, Francesca 5 Hennig, Philipp 5 Huang, Jianhua Z. 5 Kottas, Athanasios 5 Latouche, Pierre 5 Lian, Heng 5 Pettitt, Anthony N. 5 Picheny, Victor 5 Rue, Håvard 5 Singh, Sumeetpal S. 5 Wang, Yong 5 Zhu, Lixing 4 Beskos, Alexandros 4 Chen, Ray-Bing 4 Chopin, Nicolas 4 Everitt, Richard Geoffrey 4 Farcomeni, Alessio 4 Fried, Roland 4 Galimberti, Giuliano 4 Genton, Marc G. 4 Girard, Stéphane 4 Hahn, Georg 4 Josse, Julie 4 Kohn, Robert J. 4 Marra, Giampiero 4 Mateu, Jorge 4 McNicholas, Paul D. 4 Meligkotsidou, Loukia 4 Mrkvička, Tomáš 4 Murphy, Thomas Brendan 4 Pereyra, Marcelo 4 Preston, Simon P. 4 Rosenthal, Jeffrey S. 4 Salmaso, Luigi 4 Sherlock, Chris 4 Sisson, Scott A. 4 Soffritti, Gabriele 4 Stuart, Andrew M. 4 Tan, Linda S. L. 4 Wilkinson, Darren James 4 Wood, Simon N. 4 Yan, Jun 3 Akyildiz, Ömer Deniz 3 Allard, Denis 3 Alquier, Pierre 3 Andrews, Jeffrey L. 3 Arbel, Julyan 3 Atkinson, Anthony C. 3 Baddeley, Adrian John 3 Barbillon, Pierre 3 Ben Rached, Nadhir 3 Berger, Moritz 3 Bierkens, Joris 3 Botev, Zdravko I. 3 Bürkner, Paul-Christian 3 Cappozzo, Andrea 3 Caron, François 3 Celeux, Gilles 3 Corneli, Marco 3 Crisan, Dan O. 3 Del Moral, Pierre 3 Doucet, Arnaud ...and 1,844 more Authors all top 5 Fields 1,014 Statistics (62-XX) 327 Numerical analysis (65-XX) 172 Probability theory and stochastic processes (60-XX) 51 Computer science (68-XX) 35 Operations research, mathematical programming (90-XX) 23 Biology and other natural sciences (92-XX) 20 Combinatorics (05-XX) 15 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 11 Geophysics (86-XX) 10 Information and communication theory, circuits (94-XX) 9 Systems theory; control (93-XX) 7 Harmonic analysis on Euclidean spaces (42-XX) 5 General and overarching topics; collections (00-XX) 5 History and biography (01-XX) 5 Linear and multilinear algebra; matrix theory (15-XX) 3 Dynamical systems and ergodic theory (37-XX) 3 Functional analysis (46-XX) 3 Differential geometry (53-XX) 2 Commutative algebra (13-XX) 2 Partial differential equations (35-XX) 2 Calculus of variations and optimal control; optimization (49-XX) 1 Number theory (11-XX) 1 Special functions (33-XX) 1 Ordinary differential equations (34-XX) 1 Approximations and expansions (41-XX) 1 Integral equations (45-XX) 1 Convex and discrete geometry (52-XX) 1 Algebraic topology (55-XX) 1 Statistical mechanics, structure of matter (82-XX) 1 Relativity and gravitational theory (83-XX) 1 Astronomy and astrophysics (85-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 707 Publications have been cited 5,135 times in 3,677 Documents Cited by ▼ Year ▼ Approximate Bayesian computational methods. Zbl 1252.62022Marin, Jean-Michel; Pudlo, Pierre; Robert, Christian P. Robert; Ryder, Robin J. 120 2012 Understanding predictive information criteria for Bayesian models. Zbl 1332.62090Gelman, Andrew; Hwang, Jessica; Vehtari, Aki 108 2014 Slice sampling mixture models. Zbl 1256.65006Kalli, Maria; Griffin, Jim E.; Walker, Stephen G. 91 2011 An adaptive sequential Monte Carlo method for approximate Bayesian computation. Zbl 1252.65025Del Moral, Pierre; Doucet, Arnaud; Jasra, Ajay 84 2012 On Bayesian model and variable selection using MCMC. Zbl 1247.62086Dellaportas, Petros; Forster, Jonathan J.; Ntzoufras, Ioannis 78 2002 Practical Bayesian model evaluation using leave-one-out cross-validation and WAIC. Zbl 06737719Vehtari, Aki; Gelman, Andrew; Gabry, Jonah 74 2017 Finite mixtures of multivariate skew \(t\)-distributions: some recent and new results. Zbl 1325.62107Lee, Sharon; McLachlan, Geoffrey J. 62 2014 Slope heuristics: overview and implementation. 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H. 40 2012 Extending mixtures of multivariate \(t\)-factor analyzers. Zbl 1255.62171Andrews, Jeffrey L.; McNicholas, Paul D. 39 2011 Model-based clustering based on sparse finite Gaussian mixtures. Zbl 1342.62109Malsiner-Walli, Gertraud; Frühwirth-Schnatter, Sylvia; Grün, Bettina 37 2016 D-optimal designs via a cocktail algorithm. Zbl 1270.62107Yu, Yaming 35 2011 Finite mixtures of canonical fundamental skew \(t\)-distributions. The unification of the restricted and unrestricted skew \(t\)-mixture models. Zbl 1420.60020Lee, Sharon X.; McLachlan, Geoffrey J. 34 2016 Noisy Monte Carlo: convergence of Markov chains with approximate transition kernels. Zbl 1342.60122Alquier, P.; Friel, N.; Everitt, R.; Boland, A. 33 2016 Estimation and selection for the latent block model on categorical data. Zbl 1331.62149Keribin, Christine; Brault, Vincent; Celeux, Gilles; Govaert, Gérard 32 2015 Filtering via approximate Bayesian computation. Zbl 1252.62093Jasra, Ajay; Singh, Sumeetpal S.; Martin, James S.; McCoy, Emma 32 2012 Numerical maximum likelihood estimation for the \(g\)-and-\(k\) and generalized \(g\)-and-\(h\) distributions. Zbl 1247.62069Rayner, G. D.; MacGillivray, H. L. 30 2002 Hierarchical Bayesian level set inversion. Zbl 1384.62084Dunlop, Matthew M.; Iglesias, Marco A.; Stuart, Andrew M. 29 2017 A new family of multivariate heavy-tailed distributions with variable marginal amounts of tailweight: application to robust clustering. Zbl 1332.62204Forbes, Florence; Wraith, Darren 29 2014 A fast unified algorithm for solving group-lasso penalize learning problems. Zbl 1331.62343Yang, Yi; Zou, Hui 28 2015 Exploring the number of groups in robust model-based clustering. Zbl 1221.62093García-Escudero, L. A.; Gordaliza, A.; Matrán, C.; Mayo-Iscar, A. 28 2011 Quantile regression for longitudinal data based on latent Markov subject-specific parameters. Zbl 1322.62206Farcomeni, Alessio 28 2012 Robust adaptive Metropolis algorithm with coerced acceptance rate. Zbl 1252.65024Vihola, Matti 27 2012 Block clustering with collapsed latent block models. Zbl 1322.62046Wyse, Jason; Friel, Nial 27 2012 Statistical inference for a single-index varying-coefficient model. Zbl 1322.62126Xue, Liugen; Pang, Zhen 27 2013 Non-reversible Metropolis-Hastings. Zbl 1360.65040Bierkens, Joris 26 2016 Estimation in nonlinear mixed-effects models using heavy-tailed distributions. Zbl 1322.62030Meza, Cristian; Osorio, Felipe; De la Cruz, Rolando 26 2012 Flexible mixture modelling using the multivariate skew-\(t\)-normal distribution. Zbl 1325.62113Lin, Tsung-I; Ho, Hsiu J.; Lee, Chia-Rong 26 2014 Model-free feature screening for ultrahigh dimensional censored regression. Zbl 1384.62144Zhou, Tingyou; Zhu, Liping 25 2017 Efficient Monte Carlo simulation via the generalized splitting method. Zbl 1322.65002Botev, Zdravko I.; Kroese, Dirk P. 25 2012 Sequential Monte Carlo methods for Bayesian elliptic inverse problems. Zbl 1331.65012Beskos, Alexandros; Jasra, Ajay; Muzaffer, Ege A.; Stuart, Andrew M. 24 2015 An advancement in clustering via nonparametric density estimation. Zbl 1322.62175Menardi, Giovanna; Azzalini, Adelchi 24 2014 Comparison of Bayesian predictive methods for model selection. Zbl 06737693Piironen, Juho; Vehtari, Aki 23 2017 Shape constrained additive models. Zbl 1331.62367Pya, Natalya; Wood, Simon N. 23 2015 Sequential Monte Carlo on large binary sampling spaces. Zbl 1322.62035Schäfer, Christian; Chopin, Nicolas 23 2013 Linear quantile mixed models. Zbl 1325.62010Geraci, Marco; Bottai, Matteo 23 2014 Likelihood-free inference via classification. Zbl 1384.62089Gutmann, Michael U.; Dutta, Ritabrata; Kaski, Samuel; Corander, Jukka 22 2018 Statistical analysis of differential equations: introducing probability measures on numerical solutions. 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Zbl 1325.62006Aune, Erlend; Simpson, Daniel P.; Eidsvik, Jo 20 2014 Free energy methods for Bayesian inference: efficient exploration of univariate Gaussian mixture posteriors. Zbl 1252.62015Chopin, Nicolas; Lelièvre, Tony; Stoltz, Gabriel 19 2012 Smooth functional tempering for nonlinear differential equation models. Zbl 1322.62011Campbell, David; Steele, Russell J. 19 2012 A review and some new results on permutation testing for multivariate problems. Zbl 1322.62155Pesarin, Fortunato; Salmaso, Luigi 19 2012 Bayesian quantile regression for single-index models. Zbl 1325.62089Hu, Yuao; Gramacy, Robert B.; Lian, Heng 19 2013 Avoiding spurious local maximizers in mixture modeling. Zbl 1331.62100García-Escudero, L. A.; Gordaliza, A.; Matrán, C.; Mayo-Iscar, A. 18 2015 A goodness-of-fit test for multivariate multiparameter copulas based on multiplier central limit theorems. Zbl 1274.62400Kojadinovic, Ivan; Yan, Jun 18 2011 Maximum likelihood inference for mixtures of skew Student-\(t\)-normal distributions through practical EM-type algorithms. Zbl 1322.62087Ho, Hsiu J.; Pyne, Saumyadipta; Lin, Tsung I. 18 2012 Model based labeling for mixture models. Zbl 1322.62047Yao, Weixin 18 2012 On confidence intervals for semiparametric expectile regression. Zbl 1322.62136Sobotka, Fabian; Kauermann, Göran; Waltrup, Linda Schulze; Kneib, Thomas 18 2013 Global sensitivity analysis of stochastic computer models with joint metamodels. Zbl 1252.62120Marrel, Amandine; Iooss, Bertrand; da Veiga, Sébastien 17 2012 Flexible mixture modeling via the multivariate \(t\) distribution with the Box-Cox transformation: an alternative to the skew-\(t\) distribution. Zbl 1322.62173Lo, Kenneth; Gottardo, Raphael 17 2012 A semiparametric Bayesian approach to extreme value estimation. Zbl 1322.62049Ferraz do Nascimento, Fernando; Gamerman, Dani; Lopes, Hedibert Freitas 17 2012 Interacting multiple try algorithms with different proposal distributions. Zbl 1322.65003Casarin, Roberto; Craiu, Radu; Leisen, Fabrizio 17 2013 Mixture of latent trait analyzers for model-based clustering of categorical data. Zbl 1325.62122Gollini, Isabella; Murphy, Thomas Brendan 17 2014 On parallel implementation of sequential Monte Carlo methods: the island particle model. Zbl 1331.65023Vergé, Christelle; Dubarry, Cyrille; Del Moral, Pierre; Moulines, Eric 16 2015 Fast simulation of truncated Gaussian distributions. Zbl 1284.65015Chopin, Nicolas 16 2011 Simultaneous inference in structured additive conditional copula regression models: a unifying Bayesian approach. Zbl 06604169Klein, Nadja; Kneib, Thomas 15 2016 Model-based clustering using copulas with applications. Zbl 06652996Kosmidis, Ioannis; Karlis, Dimitris 15 2016 A reweighting approach to robust clustering. Zbl 1384.62193Dotto, Francesco; Farcomeni, Alessio; García-Escudero, Luis Angel; Mayo-Iscar, Agustín 15 2018 Pre-processing for approximate Bayesian computation in image analysis. Zbl 1331.62158Moores, Matthew T.; Drovandi, Christopher C.; Mengersen, Kerrie; Robert, Christian P. 15 2015 Sparse estimation via nonconcave penalized likelihood in factor analysis model. Zbl 1332.62194Hirose, Kei; Yamamoto, Michio 15 2015 On sequential Monte Carlo, partial rejection control and approximate Bayesian computation. Zbl 1252.65022Peters, G. W.; Fan, Y.; Sisson, S. A. 15 2012 Extending mixtures of multivariate \(t\)-factor analyzers. Zbl 1255.62175Andrews, Jeffrey L.; Mcnicholas, Paul D. 15 2011 Multivariate linear regression with non-normal errors: a solution based on mixture models. Zbl 1221.62106Soffritti, Gabriele; Galimberti, Giuliano 15 2011 Improving power posterior estimation of statistical evidence. Zbl 1322.62098Friel, Nial; Hurn, Merrilee; Wyse, Jason 15 2014 Computing projection depth and its associated estimators. Zbl 1325.62014Liu, Xiaohui; Zuo, Yijun 15 2014 Hilbert space methods for reduced-rank Gaussian process regression. Zbl 1436.62316Solin, Arno; Särkkä, Simo 14 2020 Snipping for robust \(k\)-means clustering under component-wise contamination. Zbl 1332.62203Farcomeni, Alessio 14 2014 Minimax optimal designs via particle swarm optimization methods. Zbl 1332.62265Chen, Ray-Bing; Chang, Shin-Perng; Wang, Weichung; Tung, Heng-Chih; Wong, Weng Kee 14 2015 Marginal maximum a posteriori estimation using Markov chain Monte Carlo. Zbl 1247.62087Doucet, Arnaud; Godsill, Simon J.; Robert, Christian P. 14 2002 Exact posterior distributions and model selection criteria for multiple change-point detection problems. Zbl 1252.62027Rigaill, G.; Lebarbier, Émilie; Robin, Stéphane 14 2012 Segmentation of the mean of heteroscedastic data via cross-validation. Zbl 1221.62061Arlot, Sylvain; Celisse, Alain 14 2011 Straightforward intermediate rank tensor product smoothing in mixed models. Zbl 1322.62197Wood, Simon N.; Scheipl, Fabian; Faraway, Julian J. 14 2013 Likelihood-based and Bayesian methods for Tweedie compound Poisson linear mixed models. Zbl 1322.62198Zhang, Yanwei 14 2013 Orthogonal Stiefel manifold optimization for eigen-decomposed covariance parameter estimation in mixture models. Zbl 1325.62008Browne, Ryan P.; McNicholas, Paul D. 14 2014 Multilevel structured additive regression. Zbl 1325.62179Lang, Stefan; Umlauf, Nikolaus; Wechselberger, Peter; Harttgen, Kenneth; Kneib, Thomas 14 2014 Robust estimation of mixtures of regressions with random covariates, via trimming and constraints. Zbl 06697663García-Escudero, L. A.; Gordaliza, A.; Greselin, F.; Ingrassia, S.; Mayo-Iscar, A. 13 2017 Inference in finite state space non parametric hidden Markov models and applications. 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Zbl 1475.62065Wang, Linna; Qin, Yichen; Li, Yang 1 2021 Bayesian numerical methods for nonlinear partial differential equations. Zbl 1475.62064Wang, Junyang; Cockayne, Jon; Chkrebtii, Oksana; Sullivan, T. J.; Oates, Chris. J. 1 2021 Ensemble slice sampling. Parallel, black-box and gradient-free inference for correlated & multimodal distributions. Zbl 1475.62040Karamanis, Minas; Beutler, Florian 1 2021 Generalized parallel tempering on Bayesian inverse problems. Zbl 1476.62015Latz, Jonas; Madrigal-Cianci, Juan P.; Nobile, Fabio; Tempone, Raúl 1 2021 Hilbert space methods for reduced-rank Gaussian process regression. Zbl 1436.62316Solin, Arno; Särkkä, Simo 14 2020 Random time step probabilistic methods for uncertainty quantification in chaotic and geometric numerical integration. Zbl 07241238Abdulle, Assyr; Garegnani, Giacomo 8 2020 Approximation and sampling of multivariate probability distributions in the tensor train decomposition. Zbl 1436.62192Dolgov, Sergey; Anaya-Izquierdo, Karim; Fox, Colin; Scheichl, Robert 8 2020 The minimum regularized covariance determinant estimator. Zbl 1436.62197Boudt, Kris; Rousseeuw, Peter J.; Vanduffel, Steven; Verdonck, Tim 7 2020 Variance reduction for Markov chains with application to MCMC. Zbl 1447.62107Belomestny, D.; Iosipoi, L.; Moulines, E.; Naumov, A.; Samsonov, S. 6 2020 Robust Bayesian synthetic likelihood via a semi-parametric approach. Zbl 1436.62090An, Ziwen; Nott, David J.; Drovandi, Christopher 6 2020 Central quantile subspace. Zbl 1437.62140Christou, Eliana 6 2020 Faster model matrix crossproducts for large generalized linear models with discretized covariates. Zbl 1436.62352Li, Zheyuan; Wood, Simon N. 5 2020 Weight-preserving simulated tempering. Zbl 1431.60082Tawn, Nicholas G.; Roberts, Gareth O.; Rosenthal, Jeffrey S. 5 2020 Fast and exact simulation of Gaussian random fields defined on the sphere cross time. 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Zbl 1452.62355Roy, Angshuman; Sarkar, Soham; Ghosh, Anil K.; Goswami, Alok 1 2020 ...and 607 more Documents all cited Publications top 5 cited Publications all top 5 Cited by 6,190 Authors 45 McNicholas, Paul D. 38 Jasra, Ajay 30 Drovandi, Christopher C. 27 Lin, Tsung I. 26 Kneib, Thomas 24 Nott, David John 24 Punzo, Antonio 22 Walker, Stephen Grahm 20 Lachos Dávila, Víctor Hugo 20 Lian, Heng 19 Mayo-Iscar, Agustin 19 McLachlan, Geoffrey John 18 Browne, Ryan P. 18 Friel, Nial 18 García-Escudero, Luis Angel 17 Farcomeni, Alessio 17 Tran, Minh Ngoc 17 Wang, Wan-Lun 17 Zhang, Jun 16 Bouveyron, Charles 16 Yao, Weixin 15 Fearnhead, Paul 15 Marra, Giampiero 15 Murphy, Thomas Brendan 15 Ntzoufras, Ioannis 15 Pettitt, Anthony N. 14 Vehtari, Aki 13 Klein, Nadja 13 Pauly, Markus 13 Roberts, Gareth O. 13 Sisson, Scott A. 12 Dellaportas, Petros 12 Lee, Sharon X. 12 Oates, Chris J. 12 Rosenthal, Jeffrey S. 12 Stuart, Andrew M. 11 Cao, Jiguo 11 Chen, Xiaolin 11 Genton, Marc G. 11 Ginsbourger, David 11 Girolami, Mark A. 11 Ingrassia, Salvatore 11 Lelièvre, Tony 11 Mateu, Jorge 11 Müller, Peter 11 Riani, Marco 11 Singh, Sumeetpal S. 10 Bachoc, François 10 Castro, Luis Mauricio 10 Corander, Jukka 10 Dunson, David Brian 10 Eckley, Idris A. 10 Greselin, Francesca 10 Griffin, Jim E. 10 Jamalizadeh, Ahad 10 Lai, Peng 10 Maruotti, Antonello 10 Pereyra, Marcelo 10 Radice, Rosalba 10 Wong, Wengkee 9 Alhamzawi, Rahim 9 Arellano-Valle, Reinaldo Boris 9 Cerioli, Andrea 9 Forbes, Florence 9 Gordaliza, Alfonso 9 Greven, Sonja 9 Harman, Radoslav 9 Kohn, Robert J. 9 McGree, James M. 9 Míguez, Joaquín 9 Moulines, Eric 9 Mulder, Joris 9 Porcu, Emilio 9 Quintana, Fernando Andrés 9 Salmaso, Luigi 9 Sherlock, Chris 9 Tjøstheim, Dag B. 9 Yang, Hu 9 Zhang, Qingzhao 9 Zhao, Weihua 9 Zhigljavsky, Anatoly A. 9 Zhu, Xuwen 8 Alquier, Pierre 8 Beskos, Alexandros 8 Cabral, Celso Rômulo Barbosa 8 Chen, Ray-Bing 8 Del Moral, Pierre 8 Duarte, Belmiro P. 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