Estimation of graphical models: An overview of selected topics
LP Chen - International Statistical Review, 2024 - Wiley Online Library
Graphical modelling is an important branch of statistics that has been successfully applied in
biology, social science, causal inference and so on. Graphical models illuminate …
biology, social science, causal inference and so on. Graphical models illuminate …
Statistical inference in a directed network model with covariates
Networks are often characterized by node heterogeneity for which nodes exhibit different
degrees of interaction and link homophily for which nodes sharing common features tend to …
degrees of interaction and link homophily for which nodes sharing common features tend to …
Identification of thin-layer coal texture using geophysical logging data: Investigation by wavelet transform and linear discrimination analysis
S Chen, P Liu, D Tang, S Tao, T Zhang - International Journal of Coal …, 2021 - Elsevier
The well log inversion has been widely applied to forecast coal texture distribution due to its
effectiveness and low investment. However, most research missed the low resolution of well …
effectiveness and low investment. However, most research missed the low resolution of well …
Computer vision applied to food and agricultural products
Computer vision (CV) has been applied for years to automate many human activities. It is
one of the key technologies for the modernization of the agri-food industry towards the fourth …
one of the key technologies for the modernization of the agri-food industry towards the fourth …
A Man's world? Comparing the structural positions of men and women in an organized criminal network
The crime gender gap is the difference between the levels of participation of men and
women in crime, with men responsible for more crime than women. Recent evidence …
women in crime, with men responsible for more crime than women. Recent evidence …
Forensic classification of black inkjet prints using Fourier transform near-infrared spectroscopy and Linear Discriminant Analysis
This work presents a study regarding the forensic discrimination of black inkjet-printed
documents in question. Nondestructive Fourier transform near-infrared (FT-NIR) …
documents in question. Nondestructive Fourier transform near-infrared (FT-NIR) …
Prediction models on biomass and yield of rice affected by metal (oxide) nanoparticles using nano-specific descriptors
J Li, L Yue, Q Zhao, X Cao, W Tang, F Chen, C Wang… - NanoImpact, 2022 - Elsevier
The use of in silico tools to investigate the interactions between metal (oxide) nanoparticles
(NPs) and plant biological responses is preferred because it allows us to understand …
(NPs) and plant biological responses is preferred because it allows us to understand …
Network-based discriminant analysis for multiclassification
LP Chen - Journal of Classification, 2022 - Springer
Classification for multi-label responses, known as multiclassification, has been an important
problem in supervised learning and has attracted our attention. In the framework of statistical …
problem in supervised learning and has attracted our attention. In the framework of statistical …
Hyperspectral band selections for enhancing the discrimination of difficult targets using local band index and particle swarm optimization
H Wang, C Yan, J Yuan, Q Lu - Applied Sciences, 2022 - mdpi.com
Due to their similar color and material variability, some ground objects have similar
characteristics and overlap in some bands. This leads to a drop in the classification accuracy …
characteristics and overlap in some bands. This leads to a drop in the classification accuracy …
A mathematical method to identify and forecast coal texture of multiple and thin coal seams by using logging data in the Panguan syncline, western Guizhou, China
Z Zhao, S Tao, D Tang, S Chen, P Ren - Journal of Petroleum Science and …, 2020 - Elsevier
There are abundant coalbed methane (CBM) resources in the western Guizhou Province,
China. The high efficiency development of CBM in western Guizhou is restricted to a great …
China. The high efficiency development of CBM in western Guizhou is restricted to a great …