Evaluation of principal component analysis for reducing seismic attributes dimensions: Implication for supervised seismic facies classification of a fluvial reservoir from the Malay Basin, offshore Malaysia
Ismailalwali Babikir, Mohamed Elsaadany, Muhammad Sajid, Carolan Laudon
Topics & Concepts
Principal component analysisPattern recognition (psychology)FaciesArtificial intelligenceDimensionality reductionSupport vector machineSeismic attributeRandom forestArtificial neural networkFeature extractionData miningComputer scienceGeologyStructural basinSeismologyPaleontologySeismic Imaging and Inversion TechniquesHydrocarbon exploration and reservoir analysisReservoir Engineering and Simulation Methods