|Worskhop on Data Mining in Earth System Science (DMESS 2011)|
Call for Papers
Worskhop on Data Mining in Earth System Science (DMESS 2011)
Forrest M. Hoffman, J. Walter Larson, and Richard Tran Mills
Held in Conjunction with:
International Conference on Computational Science (ICCS 2011)
Computational Science, University of Tsukuba, Japan
June 1-3, 2011
From field-scale measurements to global climate simulations and remote sensing, very large and long time series databases of Earth Science data are difficult to analyze and interpret. Data mining techniques--like cluster analysis, empirical orthogonal functions (EOFs), phase-space reconstruction, and neural networks--are being applied to problems of segmentation, feature extraction, model-data comparison, and validation. The size and complexity of Earth Science data, however, exceed the limits of most analysis tools. Scalable tools running on parallel supercomputers are required to analyze data of this size. This workshop will demonstrate how data mining techniques are applied in the Earth Sciences and describe innovative computer science methods that support analysis and discovery in Earth Sciences.
Program Committee Members:
Authors are invited to submit manuscripts of up to 10 (A4) pages reporting original, unpublished research and recent developments/theoretical considerations in applications of data mining to Earth sciences by January 8, 2011. Accepted papers will printed in the conference proceedings published by Elsevier Science in the open-access Procedia Computer Science series. Submitted papers must be camera-ready and formatted according to the rules of Procedia Computer Science (http://www.elsevier.com/wps/find/journaldescription.cws_home/719435/description#description). Submission implies the willingness of at least one of the authors to register and present the paper.
Please submit your paper via the conference website at http://www.iccs-meeting.org/iccs2011/papers/upload.phpand select the workshop "Data Mining in Earth System Science (DMESS 2011)".
- URL: http://www.climatemodeling.org/workshops/dmess2011/
- E-mail: email@example.com
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