Chao Shen, Junjie Ding, Zhe Wang, Dongsheng Cao, Xiaoqin Ding, Tingjun
Hou*, From machine learning to deep learning: advances in scoring functions for
computational docking, WIRES Computational Molecular Science, 2020, 10, e1429.
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Chao Shen, Ye Hu, Zhe Wang, Xujun Zhang, Haiyang Zhong, Gaoang Wang,
Xiaojun Yao, Lei Xu, Dongsheng Cao*, Tingjun Hou*, Can machine learning consistently improve
the scoring power of classical scoring functions? insights into the role of machine learning
in scoring functions, Briefings in Bioinformatics, 2020.
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Zhe Wang, Huiyong Sun, Xiaojun Yao, Dan Li, Lei Xu, Youyong Li, Sheng
Tian, Tingjun Hou*, Comprehensive evaluation of ten docking programs on a diverse set of
protein-ligand complexes: prediction accuracy of sampling power and scoring power, Physical
Chemistry Chemical Physics, 2016, 18, 12964-12975.
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Huiyong Sun, Peichen Pan, Sheng Tian, Lei Xu, Xiaotian Kong, Youyong Li,
Dan Li, Tingjun Hou*, Constructing and Validating High-Performance MIEC-SVM Models in
Virtual Screening for Kinases: A Better Way for Actives Discovery, Scientific
Reports, 2016,
6, 24817.
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Tingjun Hou*, Nan Li, Youyong Li, Wei Wang*, Characterization of
domain-peptide interaction interface: prediction of SH3 domain-mediated protein-protein
interaction network in yeast by generic structure-based models, Journal of Proteome
Research, 2012, 11, 2982-2995.
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