963 results on '"liang, Yi-zeng"'
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2. Fisher optimal subspace shrinkage for block variable selection with applications to NIR spectroscopic analysis
3. Simultaneous determination of neutral and uronic sugars based on UV–vis spectrometry combined with PLS
4. Chemometrics applied to quality control and metabolomics for traditional Chinese medicines
5. Boosting in block variable subspaces: An approach of additive modeling for structure–activity relationship
6. Variable importance analysis based on rank aggregation with applications in metabolomics for biomarker discovery
7. A bootstrapping soft shrinkage approach for variable selection in chemical modeling
8. The equivalence of partial least squares and principal component regression in the sufficient dimension reduction framework
9. Model population analysis in chemometrics
10. In silico toxicity prediction of chemicals from EPA toxicity database by kernel fusion-based support vector machines
11. Weighted variable kernel support vector machine classifier for metabolomics data analysis
12. Rapid analysis of polysaccharides contents in Glycyrrhiza by near infrared spectroscopy and chemometrics
13. Purification, partial characterization and antioxidant activity of polysaccharides from Glycyrrhiza uralensis
14. A new strategy to prevent over-fitting in partial least squares models based on model population analysis
15. Systematic and practical solvent system selection strategy based on the nonrandom two-liquid segment activity coefficient model for real-life counter-current chromatography separation
16. Using variable combination population analysis for variable selection in multivariate calibration
17. Incorporating variable importance into kernel PLS for modeling the structure–activity relationship
18. A New Methodology for Uncovering the Bioactive Fractions in Herbal Medicine Using the Approach of Quantitative Pattern-Activity Relationship
19. A novel strategy for quantitative analysis of the formulated complex system using chromatographic fingerprints combined with some chemometric techniques
20. Mixture analysis using reverse searching and non-negative least squares
21. Using nonrandom two-liquid model for solvent system selection in counter-current chromatography
22. Using random forest to classify linear B-cell epitopes based on amino acid properties and molecular features
23. Exploring metabolic syndrome serum profiling based on gas chromatography mass spectrometry and random forest models
24. QSAR analysis of the effects of OATP1B1 transporter by structurally diverse natural products using a particle swarm optimization-combined multiple linear regression approach
25. A simple idea on applying large regression coefficient to improve the genetic algorithm-PLS for variable selection in multivariate calibration
26. A strategy that iteratively retains informative variables for selecting optimal variable subset in multivariate calibration
27. Simultaneous separation and determination of four main isoflavonoids in Astragali Radix by an isocratic LC/ESI-MS method
28. Selective of informative metabolites using random forests based on model population analysis
29. Using random forest to classify T-cell epitopes based on amino acid properties and molecular features
30. Pressor mechanism evaluation for phytochemical compounds using in silico compound–protein interaction prediction
31. Large-scale prediction of human kinase–inhibitor interactions using protein sequences and molecular topological structures
32. Correlation and prediction of partition coefficient using nonrandom two-liquid segment activity coefficient model for solvent system selection in counter-current chromatography separation
33. An efficient method of wavelength interval selection based on random frog for multivariate spectral calibration
34. Exploring the relationship between 5′AMP-activated protein kinase and markers related to type 2 diabetes mellitus
35. Application of fast Fourier transform cross-correlation and mass spectrometry data for accurate alignment of chromatograms
36. The continuity of sample complexity and its relationship to multivariate calibration: A general perspective on first-order calibration of spectral data in analytical chemistry
37. A model population analysis method for variable selection based on mutual information
38. Effects of injection volume on chromatographic features and resolution in the process of counter-current chromatography
39. A novel tree kernel support vector machine classifier for modeling the relationship between bioactivity and molecular descriptors
40. Large-scale prediction of drug–target interactions using protein sequences and drug topological structures
41. Tree-based ensemble methods and their applications in analytical chemistry
42. Informative metabolites identification by variable importance analysis based on random variable combination
43. Model-population analysis and its applications in chemical and biological modeling
44. Using core hydrophobicity to identify phosphorylation sites of human G protein-coupled receptors
45. Kernel k-nearest neighbor algorithm as a flexible SAR modeling tool
46. Multiscale peak alignment for chromatographic datasets
47. Comparison of quantitative structure–retention relationship models on four stationary phases with different polarity for a diverse set of flavor compounds
48. Peak alignment using wavelet pattern matching and differential evolution
49. A comprehensive investigation of proline fragmentation behavior in low-energy collision-induced dissociation peptide mass spectra
50. Exploring nonlinear relationships in chemical data using kernel-based methods
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