Unsupervised Machine Learning Applied to Seismic Interpretation: Towards an Unsupervised Automated Interpretation Tool

A Review of Exploration, Development, and Production Cost Offshore Newfoundland

(2021) Mark J. Kaiser   Natural Resources Research

Dimensionality Reduction With Enhanced Hybrid-Graph Discriminant Learning for Hyperspectral Image Classification

(2020) Fulin Luo et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Few-Shot Hyperspectral Image Classification With Unknown Classes Using Multitask Deep Learning

(2020) Shengjie Liu et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Influence of normalization and color features on super-pixel classification: application to cytological image segmentation

(2019) Mohammed El Amine Bechar et al.   AUSTRALASIAN PHYSICAL & ENGINEERING SCIENCES IN MEDICINE

Machine learning in oil and gas; a SWOT analysis approach

(2019) Yasin Hajizadeh   JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING

Seismic structure interpretation based on machine learning: A case study in coal mining

(2019) Dong Li et al.   Interpretation-A Journal of Subsurface Characterization

Unsupervised seismic facies analysis via deep convolutional autoencoders

(2018) Feng Qian et al.   GEOPHYSICS

SEISMIC FACIES ANALYSIS USING MACHINE-LEARNING

(2018) T. Wrona et al.   GEOPHYSICS

Fault Detection Based on AP Clustering and PCA

(2018) Lei Chen et al.   INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE

Unsupervised seismic facies analysis with spatial constraints using regularized fuzzy c-means

(2017) Chengyun Song et al.   Journal of Geophysics and Engineering

Geologic pattern recognition from seismic attributes: Principal component analysis and self-organizing maps

(2015) Rocky Roden et al.   Interpretation-A Journal of Subsurface Characterization

SLIC Superpixels Compared to State-of-the-Art Superpixel Methods

(2012) R. Achanta et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Face recognition using Histograms of Oriented Gradients

(2011) O. Déniz et al.   PATTERN RECOGNITION LETTERS