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Genetic Algorithm Guided Selection: Variable Selection and Subset Selection

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Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1002/qsar.19940130104openalex-snapshot
On Identifying Likely Determinants of Biological Activity in High Dimensional QSAR Problems
inferredcites →https://doi.org/10.1002/qsar.19940130403openalex-snapshot
Variable Selection in QSAR Studies. II. A Highly Efficient Combination of Systematic Search and Evolution
inferredcites →https://doi.org/10.1016/s0169-7439(00)00113-1openalex-snapshot
Variable and subset selection in PLS regression
inferredcites →https://doi.org/10.1021/ci00046a002openalex-snapshot
Atom pairs as molecular features in structure-activity studies: definition and applications
inferredcites →https://doi.org/10.1021/ci00046a003openalex-snapshot
Computer code for producing Eh-pH plots of equilibrium chemical systems
inferredcites →https://doi.org/10.1021/ci950274jopenalex-snapshot
Chemical Similarity Using Physiochemical Property Descriptors
inferredcites →https://doi.org/10.1021/ci980405ropenalex-snapshot
Development and Validation of a Novel Variable Selection Technique with Application to Multidimensional Quantitative Structure−Activity Relationship Studies
inferredcites →https://doi.org/10.1021/ja00901a033openalex-snapshot
The Correlation of Biological Activity of Plant Growth Regulators and Chloromycetin Derivatives with Hammett Constants and Partition Coefficients
inferredcites →https://doi.org/10.1021/ja00901a034openalex-snapshot
Isolation, Configuration, and Synthesis of Natural cis- and trans-3-Hydroxyprolines
inferredcites →https://doi.org/10.1021/ja01062a036openalex-snapshot
Deoxyribonucleoside-3′,5′ Cyclic Phosphates. Synthesis and Acid-Catalyzed and Enzymic Hydrolysis
inferredcites →https://doi.org/10.1021/jm00163a023openalex-snapshot
Structure-activity relationships of antifilarial antimycin analogs: a multivariate pattern recognition study
inferredcites →https://doi.org/10.1021/jm00163a024openalex-snapshot
Synthesis and structure-activity relationships of new 7-[3-(fluoromethyl)piperazinyl]- and -(fluorohomopiperazinyl)quinolone antibacterials
inferredcites →https://doi.org/10.1021/jm00223a002openalex-snapshot
Synthesis and adrenoreceptor blocking action of aziridinium ions derived from phenoxybenzamine and dibenamine
inferredcites →https://doi.org/10.1038/scientificamerican0792-66openalex-snapshot
Genetic Algorithms
inferredcites →https://doi.org/10.1038/scientificamerican0892-72openalex-snapshot
Naked Mole Rats
inferredcites →https://doi.org/10.1126/science.8346439openalex-snapshot
Genetic Algorithms: Principles of Natural Selection Applied to Computation
inferredcites →https://doi.org/10.1248/cpb.42.976openalex-snapshot
Comparison of Reliability of log P Values for Drugs Calculated by Several Methods.

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Incoming claims: where this work appears in other papers’ reference lists and arguments.

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Evolutionary Algorithms and Their Applications in Chemistry
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Genetic algorithm optimization in drug design QSAR: Bayesian-regularized genetic neural networks (BRGNN) and genetic algorithm-optimized support vectors machines (GA-SVM)
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Variable selection and identification of high-dimensional nonparametric nonlinear systems by directional regression
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Molecular features of thymidine analogues governing the activity of human thymidine kinase
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Chemometric outlook on correlations between retention parameters of polar and semipolar HPLC columns and physicochemical characteristics of ampholytic substances of biological and pharmaceutical relevance
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Determination of biochemical oxygen demand and dissolved oxygen for semi-arid river environment: application of soft computing models
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Application of artificial neural networks and genetic algorithm in optimization of concrete shear wall design
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Genetic Algorithm Optimization of Bayesian-Regularized Artificial Neural Networks in Drug Design
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Detecting “bad” regression models: multicriteria fitness functions in regression analysis
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QSAR analysis of a series of 2-aryl(heteroaryl)-2,5-dihydropyrazolo[4,3-c]quinolin-3-(3H)-ones using piecewise hyper-sphere modeling by particle swarm optimization
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An efficient variable selection method based on the use of external memory in ant colony optimization. Application to QSAR/QSPR studies
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4D-QSAR analysis and pharmacophore modeling: Electron conformational-genetic algorithm approach for penicillins
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QSAR study of anti-HIV HEPT analogues based on multi-objective genetic programming and counter-propagation neural network
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Uninformative variable elimination assisted by Gram–Schmidt Orthogonalization/successive projection algorithm for descriptor selection in QSAR
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QSPR between molecular structures of polymers and micellar properties based on block unit autocorrelation (BUA) descriptors
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The detonation heat prediction of nitrogen-containing compounds based on quantitative structure-activity relationship (QSAR) combined with random forest (RF)
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Region of interest selection in heterogeneous digital image: Wine age prediction by comprehensive two-dimensional gas chromatography
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Group subset selection for linear regression
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Quantitative structure–activity relationship study of serotonin (5-HT7) receptor inhibitors using modified ant colony algorithm and adaptive neuro-fuzzy interference system (ANFIS)
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Application of genetic algorithm-support vector machine (GA-SVM) for prediction of BK-channels activity
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Pharmacophore identification and bioactivity prediction for triaminotriazine derivatives by electron conformational-genetic algorithm QSAR method
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A hybrid decision trees-adaptive neuro-fuzzy inference system in prediction of anti-HIV molecules
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Box office forecasting using machine learning algorithms based on SNS data
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Prediction of the maximum absorption wavelength of azobenzene dyes by QSPR tools
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A robust hybrid between genetic algorithm and support vector machine for extracting an optimal feature gene subset
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Big Data Challenges Targeting Proteins in GPCR Signaling Pathways; Combining PTML-ChEMBL Models and [35S]GTPγS Binding Assays
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Optimized Partition of Minimum Spanning Tree for Piecewise Modeling by Particle Swarm Algorithm. QSAR Studies of Antagonism of Angiotensin II Antagonists
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Jackknife-Based Selection of Gram−Schmidt Orthogonalized Descriptors in QSAR
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Cellular Quantitative Structure–Activity Relationship (Cell-QSAR): Conceptual Dissection of Receptor Binding and Intracellular Disposition in Antifilarial Activities of Selwood Antimycins
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A Quantitative Structure-Property Relationship for Predicting Drug Solubility in PEG 400/Water Cosolvent Systems
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Estimation of melting points of pyridinium bromide ionic liquids with decision trees and neural networks
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Comparative Hazard Characterization in Food Toxicology
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Fuzzy structure-activity relationships
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A modified uncorrelated linear discriminant analysis model coupled with recursive feature elimination for the prediction of bioactivity
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Structure–activity relationship study of trifluoromethylketone inhibitors of insect juvenile hormone esterase: Comparison of several classification methods
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Genetic algorithms for simultaneous variable and sample selection in metabonomics
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Research article: QSAR Study of Phenoxypyrimidine Derivatives as Potent Inhibitors of p38 Kinase Using different Chemometric Tools
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Exploring QSAR for Substituted 2‐Sulfonyl‐Phenyl‐Indol Derivatives as Potent and Selective COX‐2 Inhibitors Using Different Chemometrics Tools
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Predicting the Binding Affinity of Epitope‐Peptides with HLA‐A*0201 by Encoding Atom‐Pair Non‐covalent Interaction Information between Receptor and Ligands
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QSAR Study of 4‐Aryl‐4H‐Chromenes as a New Series of Apoptosis Inducers Using Different Chemometric Tools
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QSAR, Molecular Docking and protein ligand interaction fingerprint studies of N-phenyl dichloroacetamide derivatives as anticancer agents
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VARIABLE SELECTION IN NONLINEAR MODELING BASED ON RBF NETWORKS AND EVOLUTIONARY COMPUTATION
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Clustered subset selection and its applications on it service metrics
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A Robust Hybrid Approach Based on Estimation of Distribution Algorithm and Support Vector Machine for Hunting Candidate Disease Genes
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Box Office Forecasting considering Competitive Environment and Word-of-Mouth in Social Networks: A Case Study of Korean Film Market
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The C1C2: A framework for simultaneous model selection and assessment
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Identification of a small optimal subset of CpG sites as bio-markers from high-throughput DNA methylation profiles
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Random forests for feature selection in QSPR Models - an application for predicting standard enthalpy of formation of hydrocarbons
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QSAR study of 1-(3, 3-diphenylpropyl)-piperidinyl amides and ureas using genetic algorithms and artificial neural networks
inferred← citeshttps://doi.org/10.1533/9781908818263.261openalex-snapshot
Metabolomics data analysis – processing and analysis of a dataset
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Gene mining and functional analysis related to maize (Zea mays L.) seed size
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Estudio de la Relación Cuantitativa Estructura-Actividad de pesticidas mediante técnicas de clasificación
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QSAR Study on Diketo Acid and Carboxamide Derivatives as Potent HIV- 1 Integrase Inhibitor
inferred← citeshttps://doi.org/10.2174/1570180815666180926104319openalex-snapshot
DNA Cleavage Properties, Antimicrobial and Cytotoxic Activity and 4D-QSAR Analysis of Some Pyrazole Derivatives
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Evolutionary Computation and QSAR Research
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Prediction of anti-cancer activity of 1,8-naphthyridin derivatives by using of genetic algorithm-stepwise multiple linear regression
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QSAR-guided discovery of novel KRAS inhibitors for lung cancer therapy
inferred← citeshttps://doi.org/10.3390/biology9080198openalex-snapshot
Prediction of Antimalarial Drug-Decorated Nanoparticle Delivery Systems with Random Forest Models
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Prediction of Anti-Glioblastoma Drug-Decorated Nanoparticle Delivery Systems Using Molecular Descriptors and Machine Learning
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Application of Computational Model Based Probabilistic Neural Network for Surface Water Quality Prediction
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Desenvolvimento de tecnicas quimiometricas de compressão de dados e deredução de ruido instrumental aplicadas a oleo diesel e madeira de eucalipto usando espectroscopia NIR
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Feature Selection Methods in QSAR Studies
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Chemometrics in Practical Applications
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Exploratory Data Analysis with Latent Subspace Models
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A novel stepwise support vector machine (SVM) method based on optimal feature combination for predicting miRNA precursors
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