Dongsheng Cao
Alma Mater:Central South University
Journal Publications
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ADME properties evaluation in drug discovery: prediction of Caco-2 cell permeability using a combination of NSGA-II and boosting[J].Journal of chemical information and modeling, 2016, 56 (4) : 763-773.
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Boosting in block variable subspaces: An approach of additive modeling for structure–activity relationship[J].Chemometrics and Intelligent Laboratory Systems, 2016, 152: 134-139.
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Variable importance analysis based on rank aggregation with applications in metabolomics for biomarker discovery[J].Analytica chimica acta, 2016, 911: 27-34.
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A bootstrapping soft shrinkage approach for variable selection in chemical modeling[J].Analytica chimica acta, 2016, 908: 63-74.
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A novel local manifold-ranking based K-NN for modeling the regression between bioactivity and molecular descriptors[J].Chemometrics and Intelligent Laboratory Systems, 2016, 151: 71-77.
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Correction: Interpretation of type 2 diabetes mellitus relevant GC-MS metabolomics fingerprints by using random forests[J].Analytical Methods, 2016, 8: 1950-1951.
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ChemDes: an integrated web-based platform for molecular descriptor and fingerprint computation[J].Journal of cheminformatics, 2015, 7 (1) : 1-10.
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Incorporating PLS model information into particle swarm optimization for descriptor selection in QSAR/QSPR[J].Journal of Chemometrics, 2015, 29 (12) : 627-636.
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Integrating multiple evidence sources to predict adverse drug reactions based on a systems pharmacology model[J].CPT: pharmacometrics & systems pharmacology, 2015, 4 (9) : 498-506.
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Value of Neutrophil Counts in Predicting Surgery-Related Acute Kidney Injury and the Interaction of These Counts With Diabetes in Chronic Kidney Disease Patients With Hypertension[J].Medicine, 2015, 94 (47) : e1780.
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In silico toxicity prediction of chemicals from EPA toxicity database by kernel fusion-based support vector machines[J].Chemometrics and Intelligent Laboratory Systems, 2015, 146: 494-502.
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Ratiometric and colorimetric detection of hydrogen sulfide with high selectivity and sensitivity using a novel FRET-based fluorescence probe[J].Dyes and Pigments, 2015, 118: 88-94.
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In silico evaluation of logD7.4 and comparison with other prediction methods[J].Journal of Chemometrics, 2015, 29 (7) : 389-398.
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A new strategy to prevent over-fitting in partial least squares models based on model population analysis[J].Analytica chimica acta, 2015, 880: 32-41.
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Cascade reaction and FRET-based fluorescent probe for the colorimetric and ratiometric signaling of hydrogen sulfide[J].Tetrahedron Letters, 2015, 56 (24) : 3769-3773.
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rDNAse: R package for generating various numerical representation schemes of DNA sequences[J].Bioinformatics, 2015, 31 (11) : 1857-9.
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The research of semi-supervised manifold learning algorithm based on markov property[J].SCIENTIA SINICA Mathematica, 2015, 45 (5) : 703-712.
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A Green and Efficient One-pot Synthesis of 1,2,3-Trisubstituted Pyrroles via Iodine-catalyzed Tandem Reaction[J].Letters in Organic Chemistry, 2015, 12 (4) : 290-298.
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Sparse canonical correlation analysis applied to‐omics studies for integrative analysis and biomarker discovery[J].Journal of Chemometrics, 2015, 29 (6) : 371-378.
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Rcpi: R/Bioconductor package to generate various descriptors of proteins, compounds and their interactions[J].Bioinformatics, 2015, 31 (2) : 279-281.