Enhanced safety prediction of vault settlement in urban tunnels using the pair-copula and Bayesian network

X Wu, Z Feng, Y Liu, Y Qin, T Yang, J Duan - Applied Soft Computing, 2023 - Elsevier
To analyze and study the key control factors of the risk of vault deformation in tunnels
excavated at small clear distances, a risk assessment method based on a pair-copula …

Computational frameworks integrating deep learning and statistical models in mining multimodal omics data

L Lac, CK Leung, P Hu - Journal of Biomedical Informatics, 2024 - Elsevier
Background In health research, multimodal omics data analysis is widely used to address
important clinical and biological questions. Traditional statistical methods rely on the strong …

Best crop rotation selection with GIS-AHP technique using soil nutrient variability

C Singha, KC Swain, SK Swain - Agriculture, 2020 - mdpi.com
Crop selections and rotations are very important in optimising land and labour productivities,
enhancing higher crop** intensities, producing better crop yield. A land suitability analysis …

VISCOUS: A variance‐based sensitivity analysis using copulas for efficient identification of dominant hydrological processes

R Sheikholeslami, S Gharari… - Water Resources …, 2021 - Wiley Online Library
Global sensitivity analysis (GSA) has long been recognized as an indispensable tool for
model analysis. GSA has been extensively used for model simplification, identifiability …

Batch and online variational learning of hierarchical Dirichlet process mixtures of multivariate Beta distributions in medical applications

N Manouchehri, N Bouguila, W Fan - Pattern Analysis and Applications, 2021 - Springer
Thanks to the significant developments in healthcare industries, various types of medical
data are generated. Analysing such valuable resources aid healthcare experts to …

Artificial Intelligence Analysis and Reverse Engineering of Molecular Subtypes of Diffuse Large B-Cell Lymphoma Using Gene Expression Data

J Carreras, Y Yukie Kikuti, M Miyaoka, S Miyahara… - …, 2024 - mdpi.com
Diffuse large B-cell lymphoma is one of the most frequent mature B-cell hematological
neoplasms and non-Hodgkin lymphomas. Despite advances in diagnosis and treatment …

RgCop-A regularized copula based method for gene selection in single-cell RNA-seq data

S Lall, S Ray, S Bandyopadhyay - PLoS computational biology, 2021 - journals.plos.org
Gene selection in unannotated large single cell RNA sequencing (scRNA-seq) data is
important and crucial step in the preliminary step of downstream analysis. The existing …

Generation of realistic synthetic data using multimodal neural ordinary differential equations

P Wendland, C Birkenbihl, M Gomez-Freixa… - NPJ Digital …, 2022 - nature.com
Individual organizations, such as hospitals, pharmaceutical companies, and health
insurance providers, are currently limited in their ability to collect data that are fully …

A bayesian nonparametric mixture model for grou** dependence structures and selecting copula functions

H Zhuang, L Diao, YY Grace - Econometrics and Statistics, 2022 - Elsevier
The demand for advanced dependence modeling arises in a variety of fields, including
finance, insurance and health science. When analyzing dependent data, it is important but …

基于混合 Copula 函数的洪水联合概率计算方法

蔺文慧, 宋松柏 - 水力发电学报, 2021 - slfdxb.cn
洪水频率计算是涉水工程规模确定的依据. 混合Copula 函数比单一Copula 函数能够更好地刻画
多维洪水随机变量的分布特征. 本文以加拿大魁北克省马达瓦斯克河流域的洪水数据为例 …