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Keywords: unsupervised classification
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Proceedings Papers

Paper presented at the 2014 SEG Annual Meeting, October 26–31, 2014
Paper Number: SEG-2014-1586
... classification Unsupervised classification of attributes derived from well log data in the Barnett Shale Bradley C. Wallet*,1, Roderick P. Altimar2, and Roger M. Slatt1 1)University of Oklahoma, Norman, OK USA; 2)DrillingInfo, Houston, TX, USA Summary Development of shale reservoirs such as the Barnett Shale...
Proceedings Papers

Paper presented at the 2003 SEG Annual Meeting, October 26–31, 2003
Paper Number: SEG-2003-0169
... transferring the PS data to PP time) in an unsupervised classification. An expectation maximation type of clustering algorithm is applied with the underlying model assumption that attributes within each class follow a Gaussian distribution. The parameters of the Gaussian Figure 2: Generalized PP and PS AVO...
Proceedings Papers

Paper presented at the 2002 SEG Annual Meeting, October 6–11, 2002
Paper Number: SEG-2002-2221
... Summary We investigate three methods for unsupervised classification of seismic data: k-means clustering, agglomerative hierarchical clustering, and the Kohonen self-organizing feature map (SOFM). Our tests include five variants of k-means and both 1-D and 2-D architectures for the Kohonen...
Proceedings Papers

Paper presented at the 1996 SEG Annual Meeting, November 10–15, 1996
Paper Number: SEG-1996-1150
... ABSTRACT No preview is available for this paper. information watson carbonate structural geology unsupervised classification environmental impact assessment application reservoir characterization composition social responsibility recent application emissivity thermal data...
Proceedings Papers

Paper presented at the 1996 SEG Annual Meeting, November 10–15, 1996
Paper Number: SEG-1996-1779
... ABSTRACT No preview is available for this paper. gullfaks field training data artificial intelligence mapping classification method unsupervised classification caprock supervised classification method seismic data upstream oil & gas seismic response drainage reservoir...

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