Search Result "SVM. linear QSAR"


Nonlinear SVM Approaches to QSPR/QSAR Studies and Drug Design

Journal: Current Computer-Aided Drug Design
Volume: 3 Issue: 4 Year: 2007 Page: 263-289
Author(s): Jean-Pierre Doucet, Florent Barbault, Hairong Xia, Annick Panaye, Botao Fan

Identification of LOGP Values and Electronegativities As Structural Insights to Model Inhibitory Activity of HIV-1 Capsid Inhibitors - A SVM and MLR Aided QSAR Studies

Journal: Current Topics in Medicinal Chemistry
Volume: 12 Issue: 16 Year: 2012 Page: 1763-1774
Author(s): Nishant Sharma,K.R. Ethiraj,Mukesh Yadav,Anuraj Nayarisseri S,Mona Chaurasiya,Raju Naik Vankudavath,K. Rajender Rao

Research Article

Development of MLR and SVM Aided QSAR Models to Identify Common SAR of GABA Uptake Herbal Inhibitors used in the Treatment of Schizophrenia

Journal: Current Neuropharmacology
Volume: 15 Issue: 8 Year: 2017 Page: 1085-1092
Author(s): Sahila Mohammed Marunnan,Babitha Pallikkara Pulikkal,Anitha Jabamalairaj,Srinivas Bandaru,Mukesh Yadav,Anuraj Nayarisseri,Victor Arokia Doss

Research Article

Common SAR Derived from Linear and Non-linear QSAR Studies on AChE Inhibitors used in the Treatment of Alzheimer's Disease

Journal: Current Neuropharmacology
Volume: 15 Issue: 8 Year: 2017 Page: 1093-1099
Author(s): Babitha Pallikkara Pulikkal,Sahila Mohammed Marunnan,Srinivas Bandaru,Mukesh Yadav,Anuraj Nayarisseri,Sivanpillai Sureshkumar

Regulative Role of Atomic Auto Correlated Electronegativities and Polarizabilities in β2 Potency of Ultralong Acting Agonists Identified in QSAR Studies

Journal: Current Bioinformatics
Volume: 10 Issue: 5 Year: 2015 Page: 503-508
Author(s): Srinivas Bandaru,Vinod Cingeetham,Uday Raj Akare,Deeksha Yadav,Nihit Aggarwal,Venkata Ravi Gutlapalli,Anuraj Nayarisseri,Mukesh Yadav

Research Article

QSAR Study of PARP Inhibitors by GA-MLR, GA-SVM and GA-ANN Approaches

Journal: Current Analytical Chemistry
Volume: 16 Issue: 8 Year: 2020 Page: 1088-1105
Author(s): Nafiseh Vahedi,Majid Mohammadhosseini,Mehdi Nekoei

Review Article

Common SAR Derived from Multiple QSAR Models on Vorinostat Derivatives Targeting HDACs in Tumor Treatment

Journal: Current Pharmaceutical Design
Volume: 22 Issue: 33 Year: 2016 Page: 5072-5078
Author(s): Sugathan Praseetha,Srinivas Bandaru,Mukesh Yadav,Anuraj Nayarisseri,Sivanpillai Sureshkumar

Classification of natural estrogen-like isoflavonoids and diphenolics by QSAR tools

Journal: Combinatorial Chemistry & High Throughput Screening
Volume: 18 Issue: 8 Year: 2015 Page: 712-722
Author(s): Feng Luan,Yuxi Lu,Huitao Liu,Maria N.D.S. Cordeiro

Non-Linear Modeling and Chemical Interpretation with Aid of Support Vector Machine and Regression

Journal: Current Computer-Aided Drug Design
Volume: 6 Issue: 1 Year: 2010 Page: 24-36
Author(s): Kiyoshi Hasegawa, Kimito Funatsu

Research Article

Image-based QSAR Model for the Prediction of P-gp Inhibitory Activity of Epigallocatechin and Gallocatechin Derivatives

Journal: Current Computer-Aided Drug Design
Volume: 15 Issue: 3 Year: 2019 Page: 212-224
Author(s): Paria Ghaemian,Ali Shayanfar

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