Extreme learning machine for multivariate reservoir characterization

Deep learning reservoir porosity prediction based on multilayer long short-term memory network

(2020) Wei Chen et al.   GEOPHYSICS

Lithofacies identification using support vector machine based on local deep multi-kernel learning

(2020) Xing-Ye Liu et al.   Petroleum Science

Facies Identification Based on Multikernel Relevance Vector Machine

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

Pre-stack and Post-stack inversion using a Physics-Guided Convolutional Neural Network

(2019) Reetam Biswas et al.   Interpretation-A Journal of Subsurface Characterization

Coal Quality Exploration Technology Based on an Incremental Multilayer Extreme Learning Machine and Remote Sensing Images

(2019) Ba Tuan Le et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

CONVOLUTIONAL NEURAL NETWORK FOR SEISMIC IMPEDANCE INVERSION

(2019) Vishal Das et al.   GEOPHYSICS

A comparison of deep machine learning and Monte Carlo methods for facies classification from seismic data

(2019) Dario Grana et al.   GEOPHYSICS

Seismic Noise Attenuation Using Unsupervised Sparse Feature Learning

(2019) Mi Zhang et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Deep-Learning Inversion of Seismic Data

(2019) Shucai Li et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Stochastic inversion of facies and reservoir properties based on multi-point geostatistics

(2018) Xingye Liu et al.   Journal of Geophysics and Engineering

Biased Dropout and Crossmap Dropout: Learning towards effective Dropout regularization in convolutional neural network

(2018) Alvin Poernomo et al.   NEURAL NETWORKS

Regularization of deep neural networks with spectral dropout

(2018) Salman H. Khan et al.   NEURAL NETWORKS

Data-driven time-frequency analysis of seismic data using non-stationary Prony method

(2017) Guoning Wu et al.   GEOPHYSICAL PROSPECTING

Data-driven multitask sparse dictionary learning for noise attenuation of 3D seismic data

(2017) Mohammad Amir Nazari Siahsar et al.   GEOPHYSICS

Prestack AVA inversion of exact Zoeppritz equations based on modified Trivariate Cauchy distribution

(2017) Lin Zhou et al.   JOURNAL OF APPLIED GEOPHYSICS

Estimation of porosity from seismic attributes using a committee model with bat-inspired optimization algorithm

(2017) Amin Gholami et al.   JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING

Bayesian discriminant analysis of lithofacies integrate the Fisher transformation and the kernel function estimation

(2017) Xingye Liu et al.   Interpretation-A Journal of Subsurface Characterization

DropConnect Regularization Method with Sparsity Constraint for Neural Networks

(2016) Zifeng Lian et al.   CHINESE JOURNAL OF ELECTRONICS

A Novel Preprocessing Scheme to Improve the Prediction of Sand Fraction From Seismic Attributes Using Neural Networks

(2015) Soumi Chaki et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

DropELM: Fast neural network regularization with Dropout and DropConnect

(2015) Alexandros Iosifidis et al.   NEUROCOMPUTING

On the kernel Extreme Learning Machine classifier

(2015) Alexandros Iosifidis et al.   PATTERN RECOGNITION LETTERS

Genetic ensemble of extreme learning machine

(2013) Xiaowei Xue et al.   NEUROCOMPUTING

Dynamic action recognition based on dynemes and Extreme Learning Machine

(2012) Alexandros Iosifidis et al.   PATTERN RECOGNITION LETTERS

Evolutionary selection extreme learning machine optimization for regression

(2012) Guorui Feng et al.   SOFT COMPUTING

Extreme Learning Machine for Regression and Multiclass Classification

(2011) Guang-Bin Huang et al.   IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS

TROP-ELM: A double-regularized ELM using LARS and Tikhonov regularization

(2011) Yoan Miche et al.   NEUROCOMPUTING

Handwritten character recognition using wavelet energy and extreme learning machine

(2011) Binu P. Chacko et al.   International Journal of Machine Learning and Cybernetics

Probabilistic petrophysical-properties estimation integrating statistical rock physics with seismic inversion

(2010) Dario Grana et al.   GEOPHYSICS

OP-ELM: Optimally Pruned Extreme Learning Machine

(2009) Yoan Miche et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS