Building the Data Warehouse,3rd Edition
Building the Data Warehouse,3rd Edition
Introduction To Business Data Mining
Introduction To Business Data Mining
Data Mining: Concepts and Techniques
Data Mining: Concepts and Techniques
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Seismic exploration plays an important role in petroleum industry. It is widely admitted that there are a lot of limitations of conventional data analysis ways in oil and gas industry. Traditional methods in petroleum engineering are knowledge-driven and often neglect some underlying factors. On the contrary, data mining is to deal with mass of data and never overlook any important phenomena. Due to large volumes of seismic data, we apply data mining to seismic exploration in this paper. K-means based Cluster analysis is applied for the 3-D seismic and well log data. Comparing the clustering results with the well log data, it is easy to display the distribution of lithology in geo-space.