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Autocorrelation of Molecular Electrostatic Potential Surface Properties Combined with Partial Least Squares Analysis as Alternative Attractive Tool to Generate Ligand-Based 3D-QSARs

Journal: Current Drug Discovery Technologies
Volume: 2 Issue: 1 Year: 2005 Page: 13-21
Author(s): Stefano Moro, Magdalena Bacilieri, Cristina Ferrari, Giampiero Spalluto

Sequence-Based Prediction of Protein-Protein Interactions by Means of Rotation Forest and Autocorrelation Descriptor

Journal: Protein & Peptide Letters
Volume: 17 Issue: 1 Year: 2010 Page: 137-145
Author(s): Jun-Feng Xia, Kyungsook Han, De-Shuang Huang

Self-Organizing Map (SOM) and Support Vector Machine (SVM) Models for the Prediction of Human Epidermal Growth Factor Receptor (EGFR/ ErbB-1) Inhibitors

Journal: Combinatorial Chemistry & High Throughput Screening
Volume: 19 Issue: 5 Year: 2016 Page: 400-411
Author(s): Yue Kong,Dan Qu,Xiaoyan Chen,Ya-Nan Gong,Aixia Yan

Classification of Acetylcholinesterase Inhibitors and Decoys by a Support Vector Machine

Journal: Combinatorial Chemistry & High Throughput Screening
Volume: 15 Issue: 6 Year: 2012 Page: 492-502
Author(s): Kai Wang,Xiaoying Hu,Zhi Wang,Aixia Yan

Homology-Free Prediction of Functional Class of Proteins and Peptides by Support Vector Machines

Journal: Current Protein & Peptide Science
Volume: 9 Issue: 1 Year: 2008 Page: 70-95
Author(s): Y. Z. Chen, F. Zhu, L. Y. Han, X. Chen, H. H. Lin, S. Ong, B. Xie, H. L. Zhang

Journal: Protein & Peptide Letters
Volume: 20 Issue: 7 Year: 2013 Page: 781-795
Author(s): Aditya Narayan Sarangi, Mohtashim Lohani, Rakesh Aggarwal

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

Inferring Protein-Protein Interactions Using a Hybrid Genetic Algorithm/Support Vector Machine Method

Journal: Protein & Peptide Letters
Volume: 17 Issue: 9 Year: 2010 Page: 1079-1084
Author(s): Bing Wang, Peng Chen, Jun Zhang, Guangxin Zhao, Xiang Zhang

Discrimination of Active and Weakly Active Human BACE1 Inhibitors Using Self-Organizing Map and Support Vector Machine

Journal: Combinatorial Chemistry & High Throughput Screening
Volume: 19 Issue: 6 Year: 2016 Page: 470-480
Author(s): Hang Li,Maolin Wang,Ya-Nan Gong,Aixia Yan

Some Applications of Nonlinear Science Methods and Support Vector Machine Methods to Protein Problems

Journal: Mini-Reviews in Organic Chemistry
Volume: 12 Issue: 6 Year: 2015 Page: 493-505
Author(s): Guo-Sheng Han,Zu-Guo Yu,Zhi-Qin Zhao