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Machine learning

A Unified Multitask Architecture for Predicting Local Protein Properties

Yanjun Qi, Merja Oja, Jason Weston, William Stafford Noble

Rationalization and Design of the Complementarity Determining Region Sequences in an Antibody-Antigen Recognition Interface

Chung-Ming Yu, Hung-Pin Peng, [ ... ], An-Suei Yang

In Silico Investigation of Potential Src Kinase Ligands from Traditional Chinese Medicine

Weng Ieong Tou, Calvin Yu-Chian Chen

Integrated Sequence-Structure Motifs Suffice to Identify microRNA Precursors

Xiuqin Liu, Shunmin He, [ ... ], Runsheng Chen

Molecular Prognostic Prediction for Locally Advanced Nasopharyngeal Carcinoma by Support Vector Machine Integrated Approach

Xiang-Bo Wan, Yan Zhao, [ ... ], Quentin Liu

Effect of Size and Heterogeneity of Samples on Biomarker Discovery: Synthetic and Real Data Assessment

Barbara Di Camillo, Tiziana Sanavia, [ ... ], Claudio Cobelli

On Docking, Scoring and Assessing Protein-DNA Complexes in a Rigid-Body Framework

Marc Parisien, Karl F. Freed, Tobin R. Sosnick

Using Support Vector Machines with Multiple Indices of Diffusion for Automated Classification of Mild Cognitive Impairment

Laurence O'Dwyer, Franck Lamberton, [ ... ], Harald Hampel

A Data-Driven Predictive Approach for Drug Delivery Using Machine Learning Techniques

YuanYuan Li, Scott C. Lenaghan, Mingjun Zhang

TEPITOPEpan: Extending TEPITOPE for Peptide Binding Prediction Covering over 700 HLA-DR Molecules

Lianming Zhang, Yiqing Chen, [ ... ], Shanfeng Zhu

iNR-PhysChem: A Sequence-Based Predictor for Identifying Nuclear Receptors and Their Subfamilies via Physical-Chemical Property Matrix

Xuan Xiao, Pu Wang, Kuo-Chen Chou

A New Method for Species Identification via Protein-Coding and Non-Coding DNA Barcodes by Combining Machine Learning with Bioinformatic Methods

Ai-bing Zhang, Jie Feng, [ ... ], Wei-zhong Zhao

Genome-Wide Maps of Circulating miRNA Biomarkers for Ulcerative Colitis

Radha Duttagupta, Sharon DiRienzo, [ ... ], Keith W. Jones

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