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Data Mining as a Tool for Analysing Environmental Systems
Published on Feb 25, 20076712 Views
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Chapter list
Data Mining as a Tool for Analyzing Environmental Systems00:00
Outline02:20
Environmental Systems 03:14
Characteristics of Environmental Systems 03:33
Data Collection and Knowledge Acquisition Step06:33
Data Mining and Knowledge Discovery08:16
DM Application Areas08:44
Data Mining and Knowledge Discovery pt 109:19
Data Mining and Knowledge Discovery pt 210:37
Is It Important to Prepare the Data?12:19
Good Data Mining Preprocessing12:39
Preprocessing13:20
KDD Techniques14:40
Common Models15:44
Clustering and Density Estimation16:16
Regression17:06
Spatial and Temporal Aspects17:42
Guidelines Proposal: Good DM practice19:43
Existing Software24:11
Software Popularity26:04
Conclusions26:29
Challenges for DM in the ES27:06
Data Mining as a Tool for Analyzing Environmental Systems - End28:24