The DATA Bonanza : Improving Knowledge Discovery in Science, Engineering, and Business /
edited by Malcolm Atkinson, Rob Baxter, Michelle Galea, Mark Parsons, Peter Brezany, Oscar Corcho, Jano van Hemert, David Snelling.
- 1 online resource (xxx, 543 pages) : illustrations (chiefly color), maps.
- Wiley series on parallel and distributed computing .
- Wiley series on parallel and distributed computing. .
Includes bibliographical references and index.
STRATEGIES FOR SUCCESS IN THE DIGITAL-DATA REVOLUTION -- The Digital-Data Challenge / The Digital-Data Revolution / The Data-Intensive Survival Guide / Data-Intensive Thinking with DISPEL / Malcolm Atkinson and Mark Parsons -- Malcolm Atkinson -- Malcolm Atkinson -- Malcolm Atkinson. PART I. 1. 2. 3. 4. DATA-INTENSIVE KNOWLEDGE DISCOVERY -- Data-Intensive Analysis / Problem Solving in Data-Intensive Knowledge Discovery / Data-Intensive Components and Usage Patterns / Sharing and Reuse in Knowledge Discovery / Oscar Corcho and Jano van Hemert -- Oscar Corcho and Jano van Hemert -- Oscar Corcho -- Oscar Corcho. PART II. 5. 6. 7. 8. DATA-INTENSIVE ENGINEERING -- Platforms for Data-Intensive Analysis / Definition of the DISPEL Language / DISPEL Development / DISPEL Enactment / David Snelling -- Paul Martin and Gagarine Yaikhom -- Adrian Mouat and David Snelling -- Chee Sun Liew, Amrey Krause, and David Snelling. PART III. 9. 10. 11. 12. DATA-INTENSIVE APPLICATION EXPERIENCE -- The Application Foundations of DISPEL / Analytical Platform for Customer Relationship Management / Environmental Risk Management / Analyzing Gene Expression Imaging Data in Developmental Biology / Data-Intensive Seismology: Research Horizons / Rob Baxter -- Maciej Jarka and Mark Parsons -- Ladislav Hluchý, Ondrej Habala, Viet Tran, and Branislav Šimo -- Liangxiu Han, Jano van Hemert, Ian Overton, Paolo Besana, and Richard Baldock -- Michelle Galea, Andreas Rietbrock, Alessandro Spinuso, and Luca Trani. PART IV. 13. 14. 15. 16. 17. DATA-INTENSIVE BEACONS OF SUCCESS -- Data-Intensive Methods in Astronomy / The World at One's Fingertips: Interactive Interpretation of Environmental Data / Data-Driven Research in the Humanities--the DARIAH Research Infrastructure / Analysis of Large and Complex Engineering and Transport Data / Estimating Species Distributions--Across Space, Through Time, and with Features of the Environment / Thomas D. Kitching, Robert G. Mann, Laura E. Valkonen, Mark S. Holliman, Alastair Hume, and Keith T. Noddle -- Jon Blower, Keith Haines, and Alastair Gemmell -- Andreas Aschenbrenner, Tobias Blanke, Christiane Fritze, and Wolfgang Pempe -- Jim Austin -- Steve Kelling, Daniel Fink, Wesley Hochachka, Ken Rosenberg, Robert Cook, Theodoros Damoulas, Claudio Silva, and William Michener. PART V. 18. 19. 20. 21. 22. THE DATA-INTENSIVE FUTURE -- Data-Intensive Trends / Data-Rich Futures / Glossary / DISPEL Reference Manual / Component Definitions / Malcolm Atkinson and Paolo Besana -- Malcolm Atkinson. -- Michelle Galea and Malcolm Atkinson -- Paul Martin -- Malcolm Atkinson and Chee Sun Liew. PART VI. 23. 24. Appendix A. Appendix B. Appendix C.
This book presents the most up-to-date opportunities and challenges emerging in knowledge discovery, helping readers develop the technical skills to design and develop data-intensive methods and processes. Offering an introduction to the current R and D efforts worldwide, the book includes examples and case studies with strategies for addressing a wide variety of data-intensive challenges. The book includes a discussion of the DISPEL language, its development, enactment, and applications as well as data-intensive beacons of success, focusing on methods in astronomy, interactive interpretation.