K-means clustering using principal component analysis to automate label organization in multi-attribute seismic facies analysis
Edric Brasileiro Troccoli, Alexsandro Guerra Cerqueira, Jonh Brian Lemos, Michael Holz
Topics & Concepts
Principal component analysisCluster analysisSimilarity (geometry)Pattern recognition (psychology)FaciesHierarchical clusteringArtificial intelligenceSeismic attributeComputer scienceComponent (thermodynamics)Data miningMeasure (data warehouse)Reservoir modelingUnsupervised learningGeologyImage (mathematics)PetrologyPaleontologyPhysicsStructural basinGeotechnical engineeringThermodynamicsSeismic Imaging and Inversion TechniquesDrilling and Well EngineeringSeismology and Earthquake Studies