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Topological and statistical methods for complex data. Tackling large-scale, high-dimensional, and multivariate data spaces. Selected papers based on the presentations at the workshop on the analysis of large-scale, high-dimensional, and multivariate data using topology and statistics, Le Barp, France, June 12–14, 2013. (English) Zbl 1304.54001
Mathematics and Visualization. Berlin: Springer (ISBN 978-3-662-44899-1/hbk; 978-3-662-44900-4/ebook). xv, 297 p. (2015).

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The articles of this volume will be reviewed individually.
Indexed articles:
Harrison, Cyrus; Weiler, Jordan; Bleile, Ryan; Gaither, Kelly; Childs, Hank, A distributed-memory algorithm for connected components labeling of simulation data, 3-19 [Zbl 1312.65028]
Ribés, Alejandro; Lorendeau, Benjamin; Jomier, Julien; Fournier, Yvan, In-situ visualization in computational fluid dynamics using open-source tools: Integration of Catalyst into Code_Saturne, 21-37 [Zbl 1334.76118]
Seshadhri, C.; Pinar, Ali; Thompson, David; Bennett, Janine C., Sublinear algorithms for extreme-scale data analysis, 39-54 [Zbl 1312.65009]
Tierny, Julien; Günther, David; Pascucci, Valerio, Optimal general simplification of scalar fields on surfaces, 57-71 [Zbl 1312.65027]
Allemand-Giorgis, Léo; Bonneau, Georges-Pierre; Hahmann, Stefanie; Vivodtzev, Fabien, Piecewise polynomial monotonic interpolation of 2D gridded data, 73-91 [Zbl 1312.65011]
Biasotti, Silvia; Cerri, Andrea; Spagnuolo, Michela; Falcidieno, Bianca, Shape analysis and description using real functions, 93-107 [Zbl 1312.65018]
Zhang, Eugene; Zhang, Yue, 3D symmetric tensor fields: What we know and where to go next, 111-124 [Zbl 1312.65029]
Huettenberger, Lars; Garth, Christoph, A comparison of Pareto sets and Jacobi sets, 125-141 [Zbl 1312.65023]
Berres, Anne; Hagen, Hans; Hahmann, Stefanie, Deformations preserving Gauss curvature, 143-163 [Zbl 1312.65017]
Sadlo, Filip, Lyapunov time for 2D Lagrangian visualization, 167-181 [Zbl 1312.65026]
Oberson Ausoni, Chantal; Frey, Pascal, Geometric algebra for vector field analysis and visualization: Mathematical settings, overview and applications, 183-203 [Zbl 1312.65024]
Gyulassy, Attila; Bhatia, Harsh; Bremer, Peer-Timo; Pascucci, Valerio, Computing accurate Morse-Smale complexes from gradient vector fields, 205-218 [Zbl 1312.65021]
Ebeida, Mohamed S.; Mitchell, Scott A.; Patney, Anjul; Davidson, Andrew A.; Tzeng, Stanley; Awad, Muhammad A.; Mahmoud, Ahmed H.; Owens, John D., Exercises in high-dimensional sampling: maximal Poisson-disk sampling and \(k\)-d darts, 221-238 [Zbl 1309.65013]
Razafindrazaka, Faniry; Polthier, Konrad, Realization of regular maps of large genus, 239-252 [Zbl 1312.65025]
Anthony, Eleanor; Grant, Sheridan; Gritzmann, Peter; Rojas, J. Maurice, Polynomial-time amoeba neighborhood membership and faster localized solving, 255-277 [Zbl 1312.65080]
Crossno, Patricia J.; Shead, Timothy M.; Sielicki, Milosz A.; Hunt, Warren L.; Martin, Shawn; Hsieh, Ming-Yu, Slycat ensemble analysis of electrical circuit simulations, 279-294 [Zbl 1316.78007]

MSC:
54-02 Research exposition (monographs, survey articles) pertaining to general topology
62-02 Research exposition (monographs, survey articles) pertaining to statistics
00B25 Proceedings of conferences of miscellaneous specific interest
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