Search Result "Machine learning"


Review Article

Application of Machine Learning Approaches for Protein-protein Interactions Prediction

Journal: Medicinal Chemistry
Volume: 13 Issue: 6 Year: 2017 Page: 506-514
Author(s): Mengying Zhang,Qiang Su,Yi Lu,Manman Zhao,Bing Niu

Review Article

Multi-Omics and Machine Learning Applications in Precision Medicine

Journal: Current Pharmacogenomics and Personalized Medicine (Formerly Current Pharmacogenomics)
Volume: 15 Issue: 2 Year: 2017 Page: 97-104
Author(s): Eugene Lin,Shih-Jen Tsai

Review Article

Supervised Machine Learning Methods Applied to Predict Ligand- Binding Affinity

Journal: Current Medicinal Chemistry
Volume: 24 Issue: 23 Year: 2017 Page: 2459-2470
Author(s): Gabriela S. Heck,Val O. Pintro,Richard R. Pereira,Mauricio B. de Ávila,Nayara M.B. Levin,Walter F. de Azevedo

Research Article

Analysis and Prediction of Myristoylation Sites Using the mRMR Method, the IFS Method and an Extreme Learning Machine Algorithm

Journal: Combinatorial Chemistry & High Throughput Screening
Volume: 20 Issue: 2 Year: 2017 Page: 96-106
Author(s): ShaoPeng Wang,Yu-Hang Zhang,GuoHua Huang,Lei Chen,Yu-Dong Cai

Research Article

Development of a Web-Enabled SVR-Based Machine Learning Platform and its Application on Modeling Transgene Expression Activity of Aminoglycoside-Derived Polycations

Journal: Combinatorial Chemistry & High Throughput Screening
Volume: 20 Issue: 1 Year: 2017 Page: 41-55
Author(s): Zhuo Zhen,Thrimoorthy Potta,Nicholas A. Lanzillo,Kaushal Rege,Curt M. Breneman

Research Article

Thermostability of Proteins Revisited Through Machine Learning Methodologies: From Nucleotide Sequence to Structure

Journal: Current Biotechnology
Volume: 6 Issue: 1 Year: 2017 Page: 39-49
Author(s): Debamitra Chakravorty,Mohd Faheem Khan,Sanjukta Patra

Research Article

Machine Learning and Molecular Dynamics Based Insights into Mode of Actions of Insulin Degrading Enzyme Modulators

Journal: Combinatorial Chemistry & High Throughput Screening
Volume: 20 Issue: 4 Year: 2017 Page: 279-291
Author(s): Salma Jamal,Sukriti Goyal,Asheesh Shanker,Abhinav Grover

Review Article

General Machine Learning Model, Review, and Experimental-Theoretic Study of Magnolol Activity in Enterotoxigenic Induced Oxidative Stress

Journal: Current Topics in Medicinal Chemistry
Volume: 17 Issue: 26 Year: 2017 Page: 2977-2988
Author(s): Yanli Deng,Yong Liu,Shaoxun Tang,Chuanshe Zhou,Xuefeng Han,Wenjun Xiao,Lucas Anton Pastur-Romay,Jose Manuel Vazquez-Naya,Javier Pereira Loureiro,Cristian R. Munteanu,Zhiliang Tan

Research Article

Prediction and Identification of Krüppel-Like Transcription Factors by Machine Learning Method

Journal: Combinatorial Chemistry & High Throughput Screening
Volume: 20 Issue: 7 Year: 2017 Page: 594-602
Author(s): Zhijun Liao,Xinrui Wang,Xingyong Chen,Quan Zou

Review Article

A Pathological Brain Detection System based on Extreme Learning Machine Optimized by Bat Algorithm

Journal: CNS & Neurological Disorders - Drug Targets
Volume: 16 Issue: 1 Year: 2017 Page: 23-29
Author(s): Siyuan Lu,Xin Qiu,Jianping Shi,Na Li,Zhi-Hai Lu,Peng Chen,Meng-Meng Yang,Fang-Yuan Liu,Wen-Juan Jia,Yudong Zhang

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