Descriptor Selection via Log-Sum Regularization for the Biological Activities of Chemical Structure

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Descriptor Selection via Log-Sum Regularization for the Biological Activities of Chemical Structure is …
instance of (P31):
scholarly articleQ13442814

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P356DOI10.3390/IJMS19010030
P932PMC publication ID5795980
P698PubMed publication ID29271922

P2093author name stringHua Chai
Yong Liang
Xiao-Jun Yao
Yu-Wei Wang
Liang-Yong Xia
De-Yu Meng
P2860cites workL1/2 regularization: a thresholding representation theory and a fast solverQ51349398
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Least absolute shrinkage and selection operator and dimensionality reduction techniques in quantitative structure retention relationship modeling of retention in hydrophilic interaction liquid chromatographyQ57211808
Screening and Ranking of POPs for Global Half-Life: QSAR Approaches for Prioritization Based on Molecular StructureQ57819458
Optimized Particle Swarm Optimization (OPSO) and its application to artificial neural network trainingQ21284277
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QSAR modeling of imbalanced high-throughput screening data in PubChemQ30756714
Sparse logistic regression with a L1/2 penalty for gene selection in cancer classificationQ34777109
Bayesian regularization of neural networksQ37344410
QSAR modeling for quinoxaline derivatives using genetic algorithm and simulated annealing based feature selectionQ37595567
Quantitative Correlation of Physical and Chemical Properties with Chemical Structure: Utility for PredictionQ37781801
Descriptor selection methods in quantitative structure-activity relationship studies: a review studyQ38119005
Prediction of acute toxicity of emerging contaminants on the water flea Daphnia magna by Ant Colony Optimization-Support Vector Machine QSTR modelsQ38943960
QSARINS-chem: Insubria datasets and new QSAR/QSPR models for environmental pollutants in QSARINS.Q39237832
High-dimensional QSAR modelling using penalized linear regression model with L1/2-norm.Q39389810
The importance of molecular structures, endpoints' values, and predictivity parameters in QSAR research: QSAR analysis of a series of estrogen receptor bindersQ39928309
A new adaptive L1-norm for optimal descriptor selection of high-dimensional QSAR classification model for anti-hepatitis C virus activity of thiourea derivatives.Q40345144
Daphnia and fish toxicity of (benzo)triazoles: validated QSAR models, and interspecies quantitative activity-activity modelling.Q43980660
Prediction of aqueous solubility and partition coefficient optimized by a genetic algorithm based descriptor selection methodQ47886757
VSMP: a novel variable selection and modeling method based on the predictionQ47886769
P275copyright licenseCreative Commons Attribution 4.0 InternationalQ20007257
P6216copyright statuscopyrightedQ50423863
P433issue1
P407language of work or nameEnglishQ1860
P577publication date2017-12-22
P1433published inInternational Journal of Molecular SciencesQ3153277
P1476titleDescriptor Selection via Log-Sum Regularization for the Biological Activities of Chemical Structure
P478volume19

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cites work (P2860)
Q91690995A novel Log penalty in a path seeking scheme for biomarker selection
Q90418732Prediction Model with High-Performance Constitutive Androstane Receptor (CAR) Using DeepSnap-Deep Learning Approach from the Tox21 10K Compound Library

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