A lazy learning-based QSAR classification study for screening potential histone deacetylase 8 (HDAC8) inhibitors

Discovery of Novel Bruton’s Tyrosine Kinase Inhibitors Using a Hybrid Protocol of Virtual Screening Approaches Based on SVM Model, Pharmacophore and Molecular Docking

(2012) Hua-Lin Wan et al.   Chemical Biology & Drug Design

Classification of HCV NS5B Polymerase Inhibitors Using Support Vector Machine

(2012) Maolin Wang et al.   INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES

A Two-Step Target Binding and Selectivity Support Vector Machines Approach for Virtual Screening of Dopamine Receptor Subtype-Selective Ligands

(2012) Jingxian Zhang et al.   PLoS One

Principal component analysis based methods in bioinformatics studies

(2011) S. Ma et al.   BRIEFINGS IN BIOINFORMATICS

Dynamic Structure-Based Pharmacophore Model Development: A New and Effective Addition in the Histone Deacetylase 8 (HDAC8) Inhibitor Discovery

(2011) Sundarapandian Thangapandian et al.   INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES

Combinatorial support vector machines approach for virtual screening of selective multi-target serotonin reuptake inhibitors from large compound libraries

(2011) Z. Shi et al.   JOURNAL OF MOLECULAR GRAPHICS & MODELLING

Comparison of k-nearest neighbor, quadratic discriminant and linear discriminant analysis in classification of electromyogram signals based on the wrist-motion directions

(2010) Kang Soo Kim et al.   CURRENT APPLIED PHYSICS

Virtual Screening of Selective Multitarget Kinase Inhibitors by Combinatorial Support Vector Machines

(2010) X. H. Ma et al.   MOLECULAR PHARMACEUTICS

Novel Inhibitors of Human Histone Deacetylase (HDAC) Identified by QSAR Modeling of Known Inhibitors, Virtual Screening, and Experimental Validation

(2009) Hao Tang et al.   Journal of Chemical Information and Modeling

SVM Model for Virtual Screening of Lck Inhibitors

(2009) Chin Y. Liew et al.   Journal of Chemical Information and Modeling

Biological and Potential Therapeutic Roles of Sirtuin Deacetylases

(2008) D. M. Taylor et al.   CELLULAR AND MOLECULAR LIFE SCIENCES

Histone Deacetylase 8 in Neuroblastoma Tumorigenesis

(2008) I. Oehme et al.   CLINICAL CANCER RESEARCH

Classification of Cytochrome P450 1A2 Inhibitors and Noninhibitors by Machine Learning Techniques

(2008) P. Vasanthanathan et al.   DRUG METABOLISM AND DISPOSITION

Differentiation of AmpC beta-lactamase binders vs. decoys using classification kNN QSAR modeling and application of the QSAR classifier to virtual screening

(2008) Jui-Hua Hsieh et al.   JOURNAL OF COMPUTER-AIDED MOLECULAR DESIGN

The Rpd3/Hda1 family of lysine deacetylases: from bacteria and yeast to mice and men

(2008) Xiang-Jiao Yang et al.   NATURE REVIEWS MOLECULAR CELL BIOLOGY

HDAC6: a key regulator of cytoskeleton, cell migration and cell–cell interactions

(2008) Agustín Valenzuela-Fernández et al.   TRENDS IN CELL BIOLOGY

Neighborhood classifiers

(2006) Q HU et al.   EXPERT SYSTEMS WITH APPLICATIONS