Key wavelengths screening using competitive adaptive reweighted sampling method for multivariate calibration

Hong‐Dong Li, Yi‐Zeng Liang, Qing‐Song Xu, +1

Analytica Chimica Acta

RadarEngineeringCalibrationMultispectral ImagingSpectral Imaging +10

protr/ProtrWeb: R package and web server for generating various numerical representation schemes of protein sequences

Nan Xiao, Dongsheng Cao, Minfeng Zhu, +1

Bioinformatics

libPLS: An integrated library for partial least squares regression and linear discriminant analysis

Hong‐Dong Li, Qing‐Song Xu, Yi‐Zeng Liang

Chemometrics and Intelligent Laboratory Systems

Linear Discriminant AnalysisEngineeringMachine LearningData ScienceHigh-dimensional Method +7

Random frog: An efficient reversible jump Markov Chain Monte Carlo-like approach for variable selection with applications to gene selection and disease classification

Hong‐Dong Li, Qing‐Song Xu, Yi‐Zeng Liang

Analytica Chimica Acta

EngineeringGene SelectionSequential Monte CarloComputational BiologyFeature Selection +10

A strategy that iteratively retains informative variables for selecting optimal variable subset in multivariate calibration

Yong‐Huan Yun, Wei‐Ting Wang, Minli Tan, +5

Analytica Chimica Acta

Sensor CalibrationModel OptimizationInformative VariablesEngineeringData Science +8

Using variable combination population analysis for variable selection in multivariate calibration

Yong‐Huan Yun, Wei‐Ting Wang, Baichuan Deng, +6

Analytica Chimica Acta

Sensor CalibrationEngineeringCalibrationBiostatisticsStatistical Inference +4

An efficient method of wavelength interval selection based on random frog for multivariate spectral calibration

Yong‐Huan Yun, Hong‐Dong Li, Leslie Wood, +5

Spectrochimica Acta Part A Molecular and Biomolecular Spectroscopy

EngineeringCalibrationSpectroscopySpectral ImagingSpectral Analysis +11

A hybrid variable selection strategy based on continuous shrinkage of variable space in multivariate calibration

Yong‐Huan Yun, Jun Bin, Dongli Liu, +4

Analytica Chimica Acta

Continuous ShrinkageVariable SpaceEngineeringCalibrationFeature Selection +8

Model population analysis for variable selection

Hong‐Dong Li, Yi‐Zeng Liang, Qing‐Song Xu, +1

Journal of Chemometrics

Feature SelectionPharmacodynamic ModelingSystems PharmacologyNew MethodsBiostatistics +17

Model-population analysis and its applications in chemical and biological modeling

Hong‐Dong Li, Yi‐Zeng Liang, Dongsheng Cao, +1

TrAC Trends in Analytical Chemistry

Model-population AnalysisEngineeringModeling MethodComputational BiologyPopulation Dynamic +5