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» Data Mining for Climate Change and Impacts
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ICDM
2008
IEEE
252views Data Mining» more  ICDM 2008»
13 years 11 months ago
Data Mining for Climate Change and Impacts
Knowledge discovery from temporal, spatial and spatiotemporal data is critical for climate change science and climate impacts. Climate statistics is a mature area. However, recent...
Auroop R. Ganguly, Karsten Steinhaeuser
ICDM
2009
IEEE
161views Data Mining» more  ICDM 2009»
13 years 2 months ago
Understanding Climate Change Patterns with Multivariate Geovisualization
Climate change has been a challenging and urgent research problem for many related research fields. Climate change trends and patterns are complex, which may involve many factors a...
Hai Jin, Diansheng Guo
JIDM
2010
145views more  JIDM 2010»
13 years 3 months ago
Mining Relevant and Extreme Patterns on Climate Time Series with CLIPSMiner
One of the most important challenges for the researchers in the 21st Century is related to global heating and climate change that can have as consequence the intensiļ¬cation of na...
Luciana A. S. Romani, Ana Maria Heuminski de &Aacu...
KDD
2009
ACM
129views Data Mining» more  KDD 2009»
13 years 11 months ago
Spatial-temporal causal modeling for climate change attribution
Aurelie C. Lozano, Hongfei Li, Alexandru Niculescu...
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. ...