Conference paper - Peer-reviewed, 2010
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Coupling visualization and data analysis for knowledge discovery from multi-dimensional scientific data
Ruebel, Oliver; Ahern, Sean; Bethel, E. Wes; Biggin, Mark D.; Childs, Hank; Cormier-Michel, Estelle; DePace, Angela; Eisen, Michael B.; Fowlkes, Charless C.; Geddes, Cameron G. R.; Hagen, Hans; Hamann, Bernd; Huang, Min-Yu; Keraenen, Soile V. E.; Knowles, David W.; Hendriks, Cris L. Luengo; Malik, Jitendra; Meredith, Jeremy; Messmer, Peter; Prabhat;Show more authors
Abstract
Knowledge discovery from large and complex scientific data is a challenging task. With the ability to measure and simulate more processes at increasingly finer spatial and temporal scales, the growing number of data dimensions and data objects presents tremendous challenges for effective data analysis and data exploration methods and tools. The combination and close integration of methods from scientific visualization, information visualization, automated data analysis, and other enabling technologies - such as efficient data management- supports knowledge discovery from multi-dimensional scientific data. This paper surveys two distinct applications in developmental biology and accelerator physics, illustrating the effectiveness of the described approach. (C) 2010 Published by Elsevier Ltd.Keywords
scientific visualization; information visualization; data analysis; multi-dimensional data; laser wakefield particle acceleration; 3D gene expressionPublished in
Procedia Computer Science2010, volume: 1, number: 1, pages: 1751-1758
Publisher: ELSEVIER ACADEMIC PRESS INC, 525 B STREET, SUITE 1900, SAN DIEGO, CA 92101-4495 USA
Conference
The International Conference on Computational Science 2010Authors' information
Rübel, Oliver
Ahern, Sean
Bethel, E. Wes
Biggin, Mark D.
Childs, Hank
Cormier-Michel, Estelle
DePace, Angela
Eisen, Michael B.
Fowlkes, Charles C.
Geddes, Cameron G. R.
Hagen, Hans
Hamann, Bernd
Huang, Min-Yu
Keränen, Soile V.E.
Knowles, David W.
Luengo, Cris
Swedish University of Agricultural Sciences, Centre for Image Analysis
Malik, Jitendra
Meredith, Jeremy
Messmer, Peter
Prabhat,
UKÄ Subject classification
Computer Science
Publication Identifiers
DOI: https://doi.org/10.1016/j.procs.2010.04.197
URI (permanent link to this page)
https://res.slu.se/id/publ/31857