Improved well-log classification using semisupervised label propagation and self-training, with comparisons to popular supervised algorithms

Semisupervised multiattribute seismic facies analysis

(2016) Jie Qi et al.   Interpretation-A Journal of Subsurface Characterization

Unknown

(2016)   Molecular Informatics

Seismic facies analysis from well logs based on supervised classification scheme with different machine learning techniques

(2014) Majid Bagheri et al.   Arabian Journal of Geosciences

Generative topographic mapping for seismic facies estimation of a carbonate wash, Veracruz Basin, southern Mexico

(2014) Atish Roy et al.   Interpretation-A Journal of Subsurface Characterization

A self-trained semisupervised SVM approach to the remote sensing land cover classification

(2013) Ying Liu et al.   COMPUTERS & GEOSCIENCES

Identifying organic-rich Marcellus Shale lithofacies by support vector machine classifier in the Appalachian basin

(2013) Guochang Wang et al.   COMPUTERS & GEOSCIENCES

Fast and simple gradient-based optimization for semi-supervised support vector machines

(2013) Fabian Gieseke et al.   NEUROCOMPUTING

Classification and identification of hydrocarbon reservoir lithofacies and their heterogeneity using seismic attributes, logs data and artificial neural networks

(2012) Morteza Raeesi et al.   JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING

Artificial neural networks workflow and its application in the petroleum industry

(2010) N. I. Al-Bulushi et al.   NEURAL COMPUTING & APPLICATIONS

Semisupervised Remote Sensing Image Classification With Cluster Kernels

(2009) D. Tuia et al.   IEEE Geoscience and Remote Sensing Letters

Development of artificial neural network models for predicting water saturation and fluid distribution

(2009) Nabil Al-Bulushi et al.   JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING

Semisupervised Image Classification With Laplacian Support Vector Machines

(2008) L. Gomez-Chova et al.   IEEE Geoscience and Remote Sensing Letters