Topological and statistical methods for complex data : tackling large-scale, high-dimensional, and multivariate data spaces /: tackling large-scale, high-dimensional, and multivariate data spaces. (2015)

• Record Type: Book
• Further Information: Note: Janine Bennett, Fabien Vivodtzev, Valerio Pascucci, editors ; contributors, Léo Allemand-Giorgis [and fifty-five others].
• Editors: Bennett, Janine; Vivodtzev, Fabien; Pascucci, Valerio
• Other Names: Allemand-Giorgis, Léo contributor.
• Contents: I. Large-scale data analysis: In-situ and distributed analysis -- II. Large-scale data analysis: Efficient representation of large-functions -- III. Multi-variate data analysis: Structural techniques -- IV. Multi-variate data analysis: Classification and visualization of vector fields -- V. High-dimensional data analysis: Exploration of high-dimensional models -- VI. High-dimensional data analysis: Analysis of large systems.
• Publisher Details: Heidelberg, Germany : Springer
• Publication Date: 2015
• Copyright Date: 2015
• Extent: 1 online resource (297 pages), illustrations (some color)
• Subjects: 514; Topology; Mathematical analysis; Visualization; Mathematical analysis; Topology; Visualization; Mathematics; Topology; Statistical Theory and Methods; Applications of Mathematics; Algorithms; Visualization; Manifolds and Cell Complexes (incl. Diff. Topology); Electronic books
• Languages: English
• ISBNs: 9783662449004; 3662449005; 3662448998; 9783662448991
• Related ISBNs: 9783662448991
• Notes: Note: Includes bibliographical references at the end of each chapters and index.; Note: Print version record.
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.