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10.1016/j.gsf.2020.01.011

Non-parametric machine learning methods for interpolation of spatially varying non-stationary and non-Gaussian geotechnical properties


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10.21511/ppm.19(3).2021.07

Factors of national environmental performance in sustainability management aspect


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10.1007/s11004-021-09957-7

Stochastic Local Interaction Model: An Alternative to Kriging for Massive Datasets


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10.1371/journal.pone.0251239

Modeling non-Gaussian data analysis on determinants of underweight among under five children in rural Ethiopia: Ethiopian demographic and health survey 2016 evidences


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10.1016/J.SPASTA.2021.100520

Compositionally-warped additive mixed modeling for a wide variety of non-Gaussian spatial data


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10.1109/CISS50987.2021.9400215

Investigating the Statistical Assumptions of Naïve Bayes Classifiers


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10.1016/j.ecosta.2021.08.010

Improved Inference of Gaussian Mixture Copula Model for Clustering and Reproducibility Analysis using Automatic Differentiation



Estimation of Factors Using Higher-order Multi-cumulants in Weak Factor Models



Ising Model for Interpolation of Spatial Data on Regular Grids


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10.1109/ICASSP39728.2021.9414347

Robust PCA Through Maximum Correntropy Power Iterations


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10.1016/J.INS.2021.05.061

Additive noise model structure learning based on rank correlation


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10.1016/J.INS.2021.07.088

Fast local representation learning via adaptive anchor graph for image retrieval


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10.1177/01423312211044742

Batch process monitoring based on global enhanced multiple neighborhoods preserving embedding



Lifestyle Intervention in Reducing Cardiometabolic Risk Factors in Students with Dyslipidemia and Abdominal Obesity: A Randomized Study


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10.1007/s00180-020-01002-1

A Bayesian quantile regression approach to multivariate semi-continuous longitudinal data


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10.1109/ACCESS.2021.3078670

Markov Chain Monte Carlo-Based Bayesian Inference for Learning Finite and Infinite Inverted Beta-Liouville Mixture Models


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10.1007/s11004-021-09969-3

A Hybrid Estimation Technique Using Elliptical Radial Basis Neural Networks and Cokriging


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10.1016/J.RESS.2021.107808

Integration of Hidden Markov Modelling and Bayesian Network for fault detection and prediction of complex engineered systems


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10.1088/1475-7516/2021/03/012

Filling in Cosmic Microwave Background map missing regions via Generative Adversarial Networks


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10.1080/10485252.2021.1921176

Regularised rank quasi-likelihood estimation for generalised additive models


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10.26438/ijcse/v7i7.176180

Independnt Component Analysis for Separation and Artifact Removal of Ballistocardiogram Signal



Conjugate Bayesian Unit-level Modeling of Count Data Under Informative Sampling Designs.


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10.5220/0007707003730380

A Probabilistic Approach based on a Finite Mixture Model of Multivariate Beta Distributions


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10.1109/ACCESS.2019.2900499

Fault Monitoring Based on Adaptive Partition Non-Negative Matrix Factorization for Non-Gaussian Processes


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10.1016/j.scitotenv.2019.04.256

Using permutational and multivariate statistics to understand inorganic well water chemistry and the occurrence of methane in groundwater, southeastern New Brunswick, Canada.


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10.5194/GMD-12-2009-2019

Bayesian inference and predictive performance of soil respiration models in the presence of model discrepancy


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10.1016/j.jmsy.2019.07.005

A simple approach to multivariate monitoring of production processes with non-Gaussian data


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10.1109/INDIN41052.2019.8972064

Chatter Detection in Hot Strip Mill Process based on Modified Independent Component Analysis


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10.1016/j.neunet.2019.06.012

Compositionally-Warped Gaussian Processes


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10.15588/1607-3274-2019-2-17

A MULTIPLE NON-LINEAR REGRESSION MODEL TO ESTIMATE THE AGILE TESTING EFFORTS FOR SMALL WEB PROJECTS



Wind Power Prediction Based on Extreme Learning Machine with Kernel Mean p -Power Error Loss


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10.1109/EMBC.2019.8857380

Higher Order Statistical Analysis for Thyroid Texture Classification and Segmentation in 2D ultrasound Images


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10.1007/S40314-019-0901-X

Non-linear data assimilation via trust region optimization


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10.1016/J.SPL.2018.10.008

On LR simultaneous test of high-dimensional mean vector and covariance matrix under non-normality


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10.1016/J.MEASUREMENT.2019.02.066

A Bayesian wavelet packet denoising criterion for mechanical signal with non-Gaussian characteristic


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10.1007/s11634-018-0329-y

From here to infinity: sparse finite versus Dirichlet process mixtures in model-based clustering


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10.1590/0103-6440201902400

Effects of Different Protocols of Low-Level Laser Therapy on Collagen Deposition in Wound Healing.


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10.1109/CCDC.2019.8833214

Feature extraction using nonparametric margin discriminant analysis


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10.1109/ICDMW.2019.00038

Nearest-Neighbor Neural Networks for Geostatistics


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10.3970/CMC.2018.903.694

Analyzing Dynamic Change in Social Network Based on Distribution-Free Multivariate Process Control Method



Statistical and Computational Properties of Some “User-Friendly” Methods for High-Dimensional Estimation


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10.1007/978-3-030-36204-1_32

Causal Discovery of Linear Non-Gaussian Acyclic Model with Small Samples


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10.1109/CAMSAP45676.2019.9022495

A new clustering algorithm for PolSAR images segmentation


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10.1109/ACCESS.2019.2906669

Positive Data Modeling Using a Mixture of Mixtures of Inverted Beta Distributions


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10.1016/J.JPROCONT.2019.06.007

Gaussian process modelling with Gaussian mixture likelihood


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