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New Hybrid Genetic Based Support Vector Regression as QSAR Approach for Analyzing Flavonoids-GABA(A) Complexes

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What this work says

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

inferredcites →https://doi.org/10.1002/cbic.200400094openalex-snapshot

An Approach towards the Quantitative Structure–Activity Relationships of Caffeic Acid and its Derivatives

inferredcites →https://doi.org/10.1002/qsar.19960150104openalex-snapshot

Quantitative Structure ‐ Activity Relationship Studies on Benzodiazepine Receptor Binding of Some Nonbenzodiazepine Series of Ligands

inferredcites →https://doi.org/10.1002/qsar.200810030openalex-snapshot

Augmented Three‐mode MIA‐QSAR Modeling for a Series of Anti‐HIV‐1 Compounds

inferredcites →https://doi.org/10.1002/qsar.2660110403openalex-snapshot

Study of Benzodiazepines Receptor Sites Using a Combined QSAR‐CoMFA Approach

inferredcites →https://doi.org/10.1006/bbrc.1998.9146openalex-snapshot

Detection of Benzodiazepine Receptor Ligands in Small Libraries of Flavone Derivatives Synthesized by Solution Phase Combinatorial Chemistry

inferredcites →https://doi.org/10.1006/mssp.2001.1454openalex-snapshot

FAULT DETECTION USING SUPPORT VECTOR MACHINES AND ARTIFICIAL NEURAL NETWORKS, AUGMENTED BY GENETIC ALGORITHMS

inferredcites →https://doi.org/10.1007/11893295_47openalex-snapshot

Global Optimization of Support Vector Machines Using Genetic Algorithms for Bankruptcy Prediction

inferredcites →https://doi.org/10.1007/bf00994018openalex-snapshot

Support-Vector Networks

inferredcites →https://doi.org/10.1007/s10462-005-9009-3openalex-snapshot

The Genetic Kernel Support Vector Machine: Description and Evaluation

inferredcites →https://doi.org/10.1016/0006-2952(90)90716-xopenalex-snapshot

Chrysin (5,7-di-OH-flavone), a naturally-occurring ligand for benzodiazepine receptors, with anticonvulsant properties

inferredcites →https://doi.org/10.1016/0009-2614(82)80009-2openalex-snapshot

Highly discriminating distance-based topological index

inferredcites →https://doi.org/10.1016/j.artmed.2004.03.006openalex-snapshot

Data mining techniques for cancer detection using serum proteomic profiling

inferredcites →https://doi.org/10.1016/j.bmc.2006.05.027openalex-snapshot

QSAR for non-nucleoside inhibitors of HIV-1 reverse transcriptase

inferredcites →https://doi.org/10.1016/j.bmc.2008.06.004openalex-snapshot

QSAR prediction of inhibition of aldose reductase for flavonoids

inferredcites →https://doi.org/10.1016/j.chemolab.2007.05.001openalex-snapshot

Application of the replacement method as novel variable selection in QSPR. 2. Soil sorption coefficients

inferredcites →https://doi.org/10.1016/j.chemolab.2007.08.006openalex-snapshot

Prediction of aqueous toxicity for heterogeneous phenol derivatives by QSAR

inferredcites →https://doi.org/10.1016/j.chemolab.2008.11.007openalex-snapshot

On the use of PLS and N-PLS in MIA-QSAR: Azole antifungals

inferredcites →https://doi.org/10.1016/j.commatsci.2008.05.010openalex-snapshot

Hybrid genetic algorithms and support vector regression in forecasting atmospheric corrosion of metallic materials

inferredcites →https://doi.org/10.1016/j.cplett.2005.07.016openalex-snapshot

A new search algorithm for QSPR/QSAR theories: Normal boiling points of some organic molecules

inferredcites →https://doi.org/10.1016/j.ejmech.2007.11.009openalex-snapshot

QSAR modeling of the interaction of flavonoids with GABA(A) receptor

inferredcites →https://doi.org/10.1016/j.epsr.2005.01.006openalex-snapshot

Forecasting regional electricity load based on recurrent support vector machines with genetic algorithms

inferredcites →https://doi.org/10.1016/j.eswa.2005.09.070openalex-snapshot

Hybrid genetic algorithms and support vector machines for bankruptcy prediction

inferredcites →https://doi.org/10.1016/j.eswa.2005.12.001openalex-snapshot

A new medical decision making system: Least square support vector machine (LSSVM) with Fuzzy Weighting Pre-processing

inferredcites →https://doi.org/10.1016/j.neunet.2005.07.002openalex-snapshot

A novel approach to extracting features from motif content and protein composition for protein sequence classification

inferredcites →https://doi.org/10.1016/j.patcog.2004.03.013openalex-snapshot

Object detection using feature subset selection

inferredcites →https://doi.org/10.1016/j.physd.2006.02.008openalex-snapshot

Dynamic reconstruction of chaotic systems from inter-spike intervals using least squares support vector machines

inferredcites →https://doi.org/10.1016/s0031-3203(00)00094-7openalex-snapshot

Comparison of genetic algorithm based prototype selection schemes

inferredcites →https://doi.org/10.1016/s0888-3270(03)00020-7openalex-snapshot

Gear fault detection using artificial neural networks and support vector machines with genetic algorithms

inferredcites →https://doi.org/10.1016/s0924-977x(99)00052-8openalex-snapshot

The use of benzodiazepines in anxiety and other disorders

inferredcites →https://doi.org/10.1016/s0925-2312(01)00643-9openalex-snapshot

Kernel methods: a survey of current techniques

inferredcites →https://doi.org/10.1016/s0925-2312(02)00601-xopenalex-snapshot

Evaluation of simple performance measures for tuning SVM hyperparameters

inferredcites →https://doi.org/10.1016/s0968-0896(00)00250-9openalex-snapshot

Molecular modeling and QSAR analysis of the interaction of flavone derivatives with the benzodiazepine binding site of the GABAA receptor complex

inferredcites →https://doi.org/10.1021/ci00063a011openalex-snapshot

Molecular identification number for substructure searches

inferredcites →https://doi.org/10.1021/cr0304469openalex-snapshot

Comparative Quantitative Structure−Activity Relationship Studies (QSAR) on Non-Benzodiazepine Compounds Binding to Benzodiazepine Receptor (BzR)

inferredcites →https://doi.org/10.1021/jm000292eopenalex-snapshot

Prediction of Drug Absorption Using Multivariate Statistics

inferredcites →https://doi.org/10.1021/jm000557popenalex-snapshot

3D-QSAR Model of Flavonoids Binding at Benzodiazepine Site in GABAA Receptors

inferredcites →https://doi.org/10.1021/jm00219a019openalex-snapshot

Electronic factors in the structure-activity relations of some 1,4-benzodiazepin-2-ones

inferredcites →https://doi.org/10.1021/jm991010hopenalex-snapshot

Structure−Activity Relationships and Molecular Modeling Analysis of Flavonoids Binding to the Benzodiazepine Site of the Rat Brain GABAA Receptor Complex

inferredcites →https://doi.org/10.1021/jp8059085openalex-snapshot

Predicting Boiling Points of Aliphatic Alcohols through Multivariate Image Analysis Applied to Quantitative Structure−Property Relationships

inferredcites →https://doi.org/10.1021/js960358mopenalex-snapshot

Neural Network Modeling for Estimation of the Aqueous Solubility of Structurally Related Drugs

inferredcites →https://doi.org/10.1023/a:1027303609517openalex-snapshot

Overview—Flavonoids: A New Family of Benzodiazepine Receptor Ligands

inferredcites →https://doi.org/10.1039/cs9952400279openalex-snapshot

QSPR: the correlation and quantitative prediction of chemical and physical properties from structure

inferredcites →https://doi.org/10.1080/00401706.1983.10487906openalex-snapshot

Applied Multivariate Statistical Analysis

inferredcites →https://doi.org/10.1103/physreve.55.2397openalex-snapshot

Deterministic point processes generated by threshold crossings: Dynamics reconstruction and chaos control

inferredcites →https://doi.org/10.1109/tce.2003.1261219openalex-snapshot

A new face authentication system for memory-constrained devices

inferredcites →https://doi.org/10.1111/j.1751-5823.2007.00007.xopenalex-snapshot

New Multicollinearity Indicators in Linear Regression Models

inferredcites →https://doi.org/10.1198/jasa.2003.s269openalex-snapshot

Learning With Kernels: Support Vector Machines, Regularization, Optimization, and Beyond

inferredcites →https://doi.org/10.1515/hc.2007.13.1.77openalex-snapshot

SYNTHESIS OF SUBSTITUTED FLAVONES AND ARYLCHROMONES USING Ρ AND Si KEGGIN HETEROPOLYACIDS AS CATALYSTS

What points at this work

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

inferred← citeshttps://doi.org/10.1002/slct.201700436openalex-snapshot

Conformation‐Independent QSAR Study on Human Epidermal Growth Factor Receptor‐2 (HER2) Inhibitors

inferred← citeshttps://doi.org/10.1007/s00044-011-9831-xopenalex-snapshot

Quantitative structure–activity relationship and design of polysubstituted quinoline derivatives as inhibitors of phosphodiesterase 4

inferred← citeshttps://doi.org/10.1007/s00894-022-05392-5openalex-snapshot

Resonance structure contributions, flexibility, and frontier molecular orbitals (HOMO–LUMO) of pelargonidin, cyanidin, and delphinidin throughout the conformational space: application to antioxidant and antimutagenic activities

inferred← citeshttps://doi.org/10.1007/s10118-014-1423-zopenalex-snapshot

Calculation of Hildebrand solubility parameters of some polymers using QSPR methods based on LS-SVM technique and theoretical molecular descriptors

inferred← citeshttps://doi.org/10.1007/s11011-019-00494-1openalex-snapshot

Awareness and current knowledge of epilepsy

inferred← citeshttps://doi.org/10.1007/s11771-016-3246-2openalex-snapshot

Estimation of half-wave potential of anabolic androgenic steroids by means of QSER approach

inferred← citeshttps://doi.org/10.1016/j.atmosenv.2010.05.025openalex-snapshot

Linear and non-linear relationships mapping the Henry’s law parameters of organic pesticides

inferred← citeshttps://doi.org/10.1016/j.cclet.2013.06.002openalex-snapshot

Application of a new SPA-SVM coupling method for QSPR study of electrophoretic mobilities of some organic and inorganic compounds

inferred← citeshttps://doi.org/10.1016/j.chemolab.2010.02.003openalex-snapshot

pK modeling and prediction of a series of pH indicators through genetic algorithm-least square support vector regression

inferred← citeshttps://doi.org/10.1016/j.chemolab.2011.04.011openalex-snapshot

QSAR treatment on a new class of triphenylmethyl-containing compounds as potent anticancer agents

inferred← citeshttps://doi.org/10.1016/j.chemolab.2011.05.014openalex-snapshot

Quantitative structure–property relationship analyses of aminograms in food: Hard cheeses

inferred← citeshttps://doi.org/10.1016/j.chemolab.2011.10.002openalex-snapshot

QSAR on aryl-piperazine derivatives with activity on malaria

inferred← citeshttps://doi.org/10.1016/j.chemolab.2013.05.012openalex-snapshot

Quantitative structure–activity relationship study of influenza virus neuraminidase A/PR/8/34 (H1N1) inhibitors by genetic algorithm feature selection and support vector regression

inferred← citeshttps://doi.org/10.1016/j.chemolab.2014.03.003openalex-snapshot

Conformation-independent QSAR on c-Src tyrosine kinase inhibitors

inferred← citeshttps://doi.org/10.1016/j.chemolab.2014.09.020openalex-snapshot

QSPR analysis for the retention index of flavors and fragrances on a OV-101 column

inferred← citeshttps://doi.org/10.1016/j.chemolab.2015.06.016openalex-snapshot

Chemometrics tools in QSAR/QSPR studies: A historical perspective

inferred← citeshttps://doi.org/10.1016/j.compchemeng.2017.02.022openalex-snapshot

Hybrid genetic algorithm-decision tree approach for rate constant prediction using structures of reactants and solvent for Diels-Alder reaction

inferred← citeshttps://doi.org/10.1016/j.ecoenv.2016.01.020openalex-snapshot

Application of quantitative structure-property relationship analysis to estimate the vapor pressure of pesticides

inferred← citeshttps://doi.org/10.1016/j.ejmech.2010.11.005openalex-snapshot

Prediction of drug intestinal absorption by new linear and non-linear QSPR

inferred← citeshttps://doi.org/10.1016/j.ejmech.2014.02.057openalex-snapshot

QSAR on antiproliferative naphthoquinones based on a conformation-independent approach

inferred← citeshttps://doi.org/10.1016/j.ejps.2013.09.019openalex-snapshot

Binary classification of chalcone derivatives with LDA or KNN based on their antileishmanial activity and molecular descriptors selected using the Successive Projections Algorithm feature-selection technique

inferred← citeshttps://doi.org/10.1016/j.ejps.2014.05.029openalex-snapshot

QSAR models for thiophene and imidazopyridine derivatives inhibitors of the Polo-Like Kinase 1

inferred← citeshttps://doi.org/10.1016/j.fluid.2010.02.025openalex-snapshot

Prediction of the Hildebrand parameter of various solvents using linear and nonlinear approaches

inferred← citeshttps://doi.org/10.1016/j.jmgm.2011.07.007openalex-snapshot

A comparative QSAR on 1,2,5-thiadiazolidin-3-one 1,1-dioxide compounds as selective inhibitors of human serine proteinases

inferred← citeshttps://doi.org/10.1016/j.microc.2018.11.054openalex-snapshot

Replacement Orthogonal Wavelengths Selection as a new method for multivariate calibration in spectroscopy

inferred← citeshttps://doi.org/10.1016/j.saa.2016.01.023openalex-snapshot

Free variable selection QSPR study to predict 19F chemical shifts of some fluorinated organic compounds using Random Forest and RBF-PLS methods

inferred← citeshttps://doi.org/10.1016/j.scitotenv.2009.09.041openalex-snapshot

QSAR analysis on Spodoptera litura antifeedant activities for flavone derivatives

inferred← citeshttps://doi.org/10.1016/j.trac.2012.09.008openalex-snapshot

Towards better understanding of feature-selection or reduction techniques for Quantitative Structure–Activity Relationship models

inferred← citeshttps://doi.org/10.1021/acsestengg.5c00569openalex-snapshot

Integrating Experiments and Machine Learning Modeling to Assess the Half-Wave Potentials of Antibiotics

inferred← citeshttps://doi.org/10.1021/ci100072zopenalex-snapshot

Pharmaceutical Perspectives of Nonlinear QSAR Strategies

inferred← citeshttps://doi.org/10.1021/ci100103ropenalex-snapshot

Replacement Method and Enhanced Replacement Method Versus the Genetic Algorithm Approach for the Selection of Molecular Descriptors in QSPR/QSAR Theories

inferred← citeshttps://doi.org/10.1021/jf100073jopenalex-snapshot

Sustainable Synthesis of Flavonoid Derivatives, QSAR Study and Insecticidal Activity against the Fall Armyworm, Spodoptera frugiperda (Lep.: Noctuidae)

inferred← citeshttps://doi.org/10.1021/jf203374ropenalex-snapshot

Quantitative Structure–Activity Relationships of Mosquito Larvicidal Chalcone Derivatives

inferred← citeshttps://doi.org/10.1039/d0ra02701dopenalex-snapshot

A joint optimization QSAR model of fathead minnow acute toxicity based on a radial basis function neural network and its consensus modeling

inferred← citeshttps://doi.org/10.1080/00268971003604575openalex-snapshot

Predicting the solubility of pesticide compounds in water using QSPR methods

inferred← citeshttps://doi.org/10.1080/1536383x.2010.496059openalex-snapshot

Theoretical Study of the Relationship Between Wiener, Padmakar-Ivan, and Szeged Topological Indices in Contrast to Energy, Electric Moments and Partition Coefficient of Armchair Polyhex Carbon Nanotubes with Various Circumference and Fixed Lengths

inferred← citeshttps://doi.org/10.1080/1536383x.2011.579668openalex-snapshot

Theoretical Investigation of Relationship between Quantum Chemical Descriptors, Topological Indices, Energy and Electric Moments of Zig-zag Polyhex Carbon Nanotubes TUHC6[2p,q] with Various Circumference [2p] and Fixed Lengths

inferred← citeshttps://doi.org/10.1109/dcabes50732.2020.00060openalex-snapshot

Construction of QSAR model between the ligand and γ-Aminobutyric acid type A receptor using support vector regression algorithm

inferred← citeshttps://doi.org/10.1111/cbdd.12196openalex-snapshot

Particle swarm optimization and genetic algorithm as feature selection techniques for the QSAR modeling of imidazo[1,5‐a]pyrido[3,2‐e]pyrazines, inhibitors of phosphodiesterase 10 A

inferred← citeshttps://doi.org/10.1111/j.1747-0285.2010.00980.xopenalex-snapshot

Exploring 3‐arylquinoxaline‐2‐carbonitrile 1,4‐di‐N‐oxides Activities Against Neglected Diseases with QSAR

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Supplementary Methods from Targeting Cancer Cells via the Reactive Oxygen Species-Mediated Unfolded Protein Response with a Novel Synthetic Polyphenol Conjugate

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Supplementary Methods from Targeting Cancer Cells via the Reactive Oxygen Species-Mediated Unfolded Protein Response with a Novel Synthetic Polyphenol Conjugate

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A QSAR Analysis of Flavone Derivatives of Antimalarial Compounds Based on PM3 Semi-Empirical Method

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Pharmacophore models for GABAAmodulators: implications in CNS drug discovery

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QSAR Applications on Polycyclic Aromatic Hydrocarbons and Some Derivatives

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QSAR Applications During Last Decade on Inhibitors of Acetylcholinesterase in Alzheimer’s Disease

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Abelson Tyrosine-Protein Kinase 1 as Principal Target for Drug Discovery Against Leukemias. Role of the Current Computer-Aided Drug Design Methodologies

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Exploring the Structure Activity Relationships of Imidazole Containing Tetrahydrobenzodiazepines as Farnesyltransferase Inhibitors: A QSAR Study

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An Integrated Drug Development Approach Applying Topological Descriptors

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QSAR Study for Carcinogenicity in a Large Set of Organic Compounds

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Conformation-Independent QSPR Approach for the Soil Sorption Coefficient of Heterogeneous Compounds

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On Applications of Macromolecular QSAR Theory

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Feature Selection Methods in QSAR Studies

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