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» Data analysis tools for sensor-based science
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ESANN
2008
13 years 6 months ago
Methodology and standards for data analysis with machine learning tools
Many tools for data mining are complex and require skills and experience to be used successfully. Therefore, data mining is often considered an art as much as science. This paper p...
Damien François
LREC
2010
171views Education» more  LREC 2010»
13 years 6 months ago
WebLicht: Web-based LRT Services in a Distributed eScience Infrastructure
eScience - enhanced science - is a new paradigm of scientific work and research. In the humanities, eScience environments can be helpful in establishing new workflows and lifecycl...
Marie Hinrichs, Thomas Zastrow, Erhard W. Hinrichs
ICDM
2009
IEEE
162views Data Mining» more  ICDM 2009»
13 years 2 months ago
The Flexible Climate Data Analysis Tools (CDAT) for Multi-model Climate Simulation Data
Being able to incorporate, inspect, and analyze data with newly developed technologies, diagnostics, and visualizations in an easy and flexible way has been a longstanding challen...
Dean N. Williams, Charles M. Doutriaux, Robert S. ...
CSCW
2004
ACM
13 years 10 months ago
Capturing and supporting contexts for scientific data sharing via the biological sciences collaboratory
Scientific collaboration is largely focused on the sharing and joint analysis of scientific data and results. Today, a movement is afoot within the scientific computing community ...
George Chin Jr., Carina Lansing
BMCBI
2010
154views more  BMCBI 2010»
13 years 4 months ago
An eScience-Bayes strategy for analyzing omics data
Background: The omics fields promise to revolutionize our understanding of biology and biomedicine. However, their potential is compromised by the challenge to analyze the huge da...
Martin Eklund, Ola Spjuth, Jarl E. S. Wikberg