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Mohammad Goodarzi

Feature Selection Methods in QSAR Studies
2012 · Mohammad Goodarzi, Bieke Dejaegher, et al. · Journal of AOAC International · 164
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Ant colony optimization as a feature selection method in the QSAR modeling of anti-HIV-1 activities of 3-(3,5-dimethylbenzyl)uracil derivatives using MLR, PLS and SVM regressions
2009 · Mohammad Goodarzi, Matheus P. Freitas, et al. · Chemometrics and Intelligent Laboratory Systems · 64
Feature Selection and Linear/Nonlinear Regression Methods for the Accurate Prediction of Glycogen Synthase Kinase-3β Inhibitory Activities
2009 · Mohammad Goodarzi, Matheus P. Freitas, et al. · Journal of Chemical Information and Modeling · 64
Towards better understanding of feature-selection or reduction techniques for Quantitative Structure–Activity Relationship models
2012 · Mohammad Goodarzi, Yvan Vander Heyden, et al. · TrAC Trends in Analytical Chemistry · 61
Prediction of drug intestinal absorption by new linear and non-linear QSPR
2010 · Alan Talevi, Mohammad Goodarzi, et al. · European Journal of Medicinal Chemistry · 56
New Hybrid Genetic Based Support Vector Regression as QSAR Approach for Analyzing Flavonoids-GABA(A) Complexes
2009 · Mohammad Goodarzi, Pablo R. Duchowicz, et al. · Journal of Chemical Information and Modeling · 54
Integrated experimental and computational study of oxime-based derivatives: Antiproliferative evaluation, gene expression, DNA minor groove binding, detailed DFT, docking, and molecular dynamics analyses
2026 · Mehran Feizi-Dehnayebi, Ghodsi Mohammadi Ziarani, et al. · Computational Biology and Chemistry · 47
In Silico Quantitative Structure Toxicity Relationship of Chemical Compounds: Some Case Studies
2012 · Omar Deeb, Mohammad Goodarzi · Current Drug Safety · 44
MIA–QSAR coupled to principal component analysis-adaptive neuro-fuzzy inference systems (PCA–ANFIS) for the modeling of the anti-HIV reverse transcriptase activities of TIBO derivatives
2010 · Mohammad Goodarzi, Matheus P. Freitas · European Journal of Medicinal Chemistry · 40
Feature selection method based on fuzzy entropy for regression in QSAR studies
2009 · Zahra Elmi, Karim Faez, et al. · Molecular Physics · 36
Predictive insight into the relationship between AhR binding property and toxicity of polybrominated diphenyl ethers by PLS-derived QSAR
2011 · Chenggang Gu, Mohammad Goodarzi, et al. · Toxicology Letters · 35
pK modeling and prediction of a series of pH indicators through genetic algorithm-least square support vector regression
2010 · Mohammad Goodarzi, Matheus P. Freitas, et al. · Chemometrics and Intelligent Laboratory Systems · 33
On the use of PLS and N-PLS in MIA-QSAR: Azole antifungals
2008 · Mohammad Goodarzi, Matheus P. Freitas · Chemometrics and Intelligent Laboratory Systems · 33
Predicting Boiling Points of Aliphatic Alcohols through Multivariate Image Analysis Applied to Quantitative Structure−Property Relationships
2008 · Mohammad Goodarzi, Matheus P. Freitas · The Journal of Physical Chemistry A · 32
QSPR predictions of heat of fusion of organic compounds using Bayesian regularized artificial neural networks
2010 · Mohammad Goodarzi, Tao Chen, et al. · Chemometrics and Intelligent Laboratory Systems · 31
Is Feature Selection Essential for ANN Modeling?
2009 · Mohammad Goodarzi, Shreekant Deshpande, et al. · QSAR & Combinatorial Science · 31
Augmented Three‐mode MIA‐QSAR Modeling for a Series of Anti‐HIV‐1 Compounds
2008 · Mohammad Goodarzi, Matheus P. Freitas · QSAR & Combinatorial Science · 31
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Simultaneous Spectrophotometric Determination of Uranium and Thorium Using Arsenazo III by H‐Point Standard Addition Method and Partial Least Squares Regression
2007 · Ali Niazi, Nahid Ghasemi, et al. · Journal of the Chinese Chemical Society · 31
Exploring QSARs for Inhibitory Activity of Non‐peptide HIV‐1 Protease Inhibitors by GA‐PLS and GA‐SVM
2010 · Omar Deeb, Mohammad Goodarzi · Chemical Biology & Drug Design · 27
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Multimode Methods Applied on MIA Descriptors in QSAR
2008 · Matheus Freitas, Elaine da Cunha, et al. · Current Computer - Aided Drug Design · 26
Predicting the solubility of pesticide compounds in water using QSPR methods
2010 · Omar Deeb, Mohammad Goodarzi · Molecular Physics · 25
Improvement of Multivariate Image Analysis Applied to Quantitative Structure–Activity Relationship (QSAR) Analysis by Using Wavelet‐Principal Component Analysis Ranking Variable Selection and Least‐Squares Support Vector Machine Regression: QSAR Study of Checkpoint Kinase WEE1 Inhibitors
2009 · Rodrigo A. Cormanich, Mohammad Goodarzi, et al. · Chemical Biology & Drug Design · 24
Prediction of the acidic dissociation constant (pKa) of some organic compounds using linear and nonlinear QSPR methods
2009 · Nasser Goudarzi, Mohammad Goodarzi · Molecular Physics · 23
QSAR studies of bioactivities of 1-(azacyclyl)-3-arylsulfonyl-1H-pyrrolo[2,3-b]pyridines as 5-HT6 receptor ligands using physicochemical descriptors and MLR and ANN-modeling
2010 · Mohammad Goodarzi, Matheus P. Freitas, et al. · European Journal of Medicinal Chemistry · 22
Prediction of 13C chemical shifts in methoxyflavonol derivatives using MIA-QSPR
2009 · Mohammad Goodarzi, Matheus P. Freitas, et al. · Spectrochimica Acta Part A Molecular and Biomolecular Spectroscopy · 19
Works count: 59
Citation count: 1,214
H-index: 23
I10-index: 33
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