Read e-book online Topological and Statistical Methods for Complex Data: PDF

By Janine Bennett, Fabien Vivodtzev, Valerio Pascucci

ISBN-10: 3662448998

ISBN-13: 9783662448991

ISBN-10: 3662449005

ISBN-13: 9783662449004

This ebook includes papers offered on the Workshop at the research of Large-scale, High-Dimensional, and Multi-Variate info utilizing Topology and records, held in Le Barp, France, June 2013. It beneficial properties the paintings of a few of the main sought after and well-known leaders within the box who research demanding situations in addition to aspect recommendations to the research of maximum scale data.

The booklet offers new tools that leverage the mutual strengths of either topological and statistical innovations to aid the administration, research, and visualization of advanced facts. It covers either idea and alertness and gives readers with an summary of significant key ideas and the newest study trends.

Coverage within the publication contains multi-variate and/or high-dimensional research suggestions, feature-based statistical tools, combinatorial algorithms, scalable records algorithms, scalar and vector box topology, and multi-scale representations. additionally, the e-book info algorithms which are greatly acceptable and will be utilized by program scientists to glean perception from quite a lot of complicated info sets.

Show description

Read Online or Download Topological and Statistical Methods for Complex Data: Tackling Large-Scale, High-Dimensional, and Multivariate Data Spaces PDF

Similar graph theory books

Download e-book for kindle: Graph Theory and Applications: With Exercises and Problems by Jean-Claude Fournier

Content material: bankruptcy 1 easy strategies (pages 21–43): bankruptcy 2 bushes (pages 45–69): bankruptcy three colorations (pages 71–82): bankruptcy four Directed Graphs (pages 83–96): bankruptcy five seek Algorithms (pages 97–118): bankruptcy 6 optimum Paths (pages 119–147): bankruptcy 7 Matchings (pages 149–172): bankruptcy eight Flows (pages 173–195): bankruptcy nine Euler excursions (pages 197–213): bankruptcy 10 Hamilton Cycles (pages 26–236): bankruptcy eleven Planar Representations (pages 237–245): bankruptcy 12 issues of reviews (pages 247–259): bankruptcy A Expression of Algorithms (pages 261–265): bankruptcy B Bases of Complexity conception (pages 267–276):

Theory and Application of Graphs - download pdf or read online

Within the spectrum of arithmetic, graph concept which reports a mathe­ matical constitution on a collection of parts with a binary relation, as a famous self-discipline, is a relative newcomer. In contemporary 3 a long time the fascinating and quickly transforming into zone of the topic abounds with new mathematical devel­ opments and demanding purposes to real-world difficulties.

Additional resources for Topological and Statistical Methods for Complex Data: Tackling Large-Scale, High-Dimensional, and Multivariate Data Spaces

Example text

It differs from EPSN in design by having lower requirements as it only needs the use of a single HDF5 library and file driver extension. Such solutions offer tools for researchers to interact with their simulations by allowing them, not only to monitor their current states but also to modify the parameters of the remaining simulation steps. Those computational steering solutions as well as the RealityGrid project [4] focus on interactivity with simulation whereas our main objective is to provide in-situ visualization operations to researchers while minimizing I/O overhead and disk space use.

In the past, studies and improvements in scientific simulation have been mainly focused on the solver, due to being the most cycle-consuming part in the simulation process. Thus, visualization has been traditionally run sequentially on a smaller computer and at the very end of the solver computation. At the time, this was easily explained by the small need for both memory and computation resources in most of the visualization cases. Nevertheless, with the increase of our computational capabilities, we tend to use and generate much more data than what we were used to.

In: Proceedings of the IEEE 2001 Symposium on Parallel and Large-Data Visualization and Graphics, pp. 125–159 (2001) 10. : In-situ visualization in fluid mechanics using catalyst: a case study for code saturne. In: IEEE Symposium on Large-Scale Data Analysis and Visualization (LDAV), pp. 53–57, (2013) 11. : Design issues for performing in situ analysis of simulation data. Technical Report SAND2009-2014, Sandia National Laboratories, pp. 7–18 (2009) 12. : Salome platform component model for numerical simulation.

Download PDF sample

Topological and Statistical Methods for Complex Data: Tackling Large-Scale, High-Dimensional, and Multivariate Data Spaces by Janine Bennett, Fabien Vivodtzev, Valerio Pascucci

by Kenneth

Rated 4.14 of 5 – based on 10 votes