The Resource Topological methods in data analysis and visualization II : theory, algorithms, and applications, Ronald Peikert [and others], editors

Topological methods in data analysis and visualization II : theory, algorithms, and applications, Ronald Peikert [and others], editors

Label
Topological methods in data analysis and visualization II : theory, algorithms, and applications
Title
Topological methods in data analysis and visualization II
Title remainder
theory, algorithms, and applications
Statement of responsibility
Ronald Peikert [and others], editors
Contributor
Provider
Subject
Genre
Language
eng
Summary
When scientists analyze datasets in a search for underlying phenomena, patterns or causal factors, their first step is often an automatic or semi-automatic search for structures in the data. Of these feature-extraction methods, topological ones stand out due to their solid mathematical foundation. Topologically defined structures—as found in scalar, vector and tensor fields—have proven their merit in a wide range of scientific domains, and scientists have found them to be revealing in subjects such as physics, engineering, and medicine. Full of state-of-the-art research and contemporary hot topics in the subject, this volume is a selection of peer-reviewed papers originally presented at the fourth Workshop on Topology-Based Methods in Data Analysis and Visualization, TopoInVis 2011, held in Zurich, Switzerland. The workshop brought together many of the leading lights in the field for a mixture of formal presentations and discussion. One topic currently generating a great deal of interest, and explored in several chapters here, is the search for topological structures in time-dependent flows, and their relationship with Lagrangian coherent structures. Contributors also focus on discrete topologies of scalar and vector fields, and on persistence-based simplification, among other issues of note. The new research results included in this volume relate to all three key areas in data analysis—theory, algorithms and applications
Member of
Cataloging source
GW5XE
Image bit depth
0
LC call number
QA611.A1
LC item number
T67 2012eb
Literary form
non fiction
Nature of contents
dictionaries
http://library.link/vocab/relatedWorkOrContributorName
  • SpringerLink
  • Peikert, Ronald
Series statement
Mathematics and Visualization,
http://library.link/vocab/subjectName
  • Algorithms
  • Electronic Data Processing
  • Data Display
  • Mathematics
  • Topology
  • Mathematical analysis
  • Mathematical analysis
  • Topology
Label
Topological methods in data analysis and visualization II : theory, algorithms, and applications, Ronald Peikert [and others], editors
Instantiates
Publication
Antecedent source
mixed
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
not applicable
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
Part I: Discrete Morse Theory.- Part II: Hierarchical Methods for Extracting and Visualizing Topological Structures -- Part III: Visualization of Dynamical Systems, Vector and Tensor Fields -- Part IV: Topological Visualization of Unsteady Flow
Dimensions
unknown
Extent
1 online resource (xi, 299 pages)
File format
multiple file formats
Form of item
  • online
  • electronic
Isbn
9783642231759
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other physical details
illustrations (some color).
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
  • (OCoLC)773812352
  • (OCoLC)ocn773812352
Label
Topological methods in data analysis and visualization II : theory, algorithms, and applications, Ronald Peikert [and others], editors
Publication
Antecedent source
mixed
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
not applicable
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
Part I: Discrete Morse Theory.- Part II: Hierarchical Methods for Extracting and Visualizing Topological Structures -- Part III: Visualization of Dynamical Systems, Vector and Tensor Fields -- Part IV: Topological Visualization of Unsteady Flow
Dimensions
unknown
Extent
1 online resource (xi, 299 pages)
File format
multiple file formats
Form of item
  • online
  • electronic
Isbn
9783642231759
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other physical details
illustrations (some color).
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
  • (OCoLC)773812352
  • (OCoLC)ocn773812352

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