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Computational Science – ICCS 2005 [electronic resource] :5th International Conference, Atlanta, GA, USA, May 22-25, 2005. Proceedings, Part I / edited by Vaidy S. Sunderam, Geert Dick Albada, Peter M. A. Sloot, Jack J. Dongarra.

by Sunderam, Vaidy S [editor.]; Albada, Geert Dick [editor.]; Sloot, Peter M. A [editor.]; Dongarra, Jack J [editor.]; SpringerLink (Online service).
Material type: materialTypeLabelBookSeries: Lecture Notes in Computer Science: 3514Publisher: Berlin, Heidelberg : Springer Berlin Heidelberg, 2005.Description: LXIII, 1089 p. Also available online. online resource.ISBN: 9783540321118.Subject(s): Computer science | Software engineering | Information theory | Electronic data processing | Information systems | Computer simulation | Computer vision | Computer Science | Software Engineering/Programming and Operating Systems | Theory of Computation | Numeric Computing | Information Systems and Communication Service | Computer Imaging, Vision, Pattern Recognition and Graphics | Simulation and ModelingDDC classification: 005.1 Online resources: Click here to access online
Contents:
Numerical Methods -- Algorithms and Computational Kernels -- Nonnumerical Algorithms -- Parallel Algorithms -- Environments and Libraries -- Performance and Scalability -- Programming Techniques -- Networks and Distributed Algorithms -- Parallel and Distributed Computing -- Grid Computing -- Failure Handling -- Optimization -- Modeling and Simulation -- Image Analysis and Processing -- Graphics and Visualization -- Computation as a Scientific Paradigm -- Hybrid Computational Methods -- Complex Systems -- Applications -- Biomedical Applications -- Data Mining and Computation -- Education in Computational Science -- Emerging Trends.
In: Springer eBooksSummary: The three-volume set LNCS 3514-3516 constitutes the refereed proceedings of the 5th International Conference on Computational Science, ICCS 2005, held in Atlanta, GA, USA in May 2005. The 464 papers presented were carefully reviewed and selected from a total of 834 submissions for the main conference and its 21 topical workshops. The papers span the whole range of computational science, ranging from numerical methods, algorithms, and computational kernels to programming environments, grids, networking, and tools. These fundamental contributions dealing with computer science methodologies and techniques are complemented by papers discussing computational applications and needs in virtually all scientific disciplines applying advanced computational methods and tools to achieve new discoveries with greater accuracy and speed.
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Numerical Methods -- Algorithms and Computational Kernels -- Nonnumerical Algorithms -- Parallel Algorithms -- Environments and Libraries -- Performance and Scalability -- Programming Techniques -- Networks and Distributed Algorithms -- Parallel and Distributed Computing -- Grid Computing -- Failure Handling -- Optimization -- Modeling and Simulation -- Image Analysis and Processing -- Graphics and Visualization -- Computation as a Scientific Paradigm -- Hybrid Computational Methods -- Complex Systems -- Applications -- Biomedical Applications -- Data Mining and Computation -- Education in Computational Science -- Emerging Trends.

The three-volume set LNCS 3514-3516 constitutes the refereed proceedings of the 5th International Conference on Computational Science, ICCS 2005, held in Atlanta, GA, USA in May 2005. The 464 papers presented were carefully reviewed and selected from a total of 834 submissions for the main conference and its 21 topical workshops. The papers span the whole range of computational science, ranging from numerical methods, algorithms, and computational kernels to programming environments, grids, networking, and tools. These fundamental contributions dealing with computer science methodologies and techniques are complemented by papers discussing computational applications and needs in virtually all scientific disciplines applying advanced computational methods and tools to achieve new discoveries with greater accuracy and speed.

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