Polypharmacology computational tools: Machine learning with Bayesian classifiers

被引:0
|
作者
Jenkins, Jeremy L. [1 ]
机构
[1] Novartis Inst BioMed Res, Cambridge, MA 02139 USA
关键词
D O I
暂无
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
94-CINF
引用
收藏
页数:1
相关论文
共 50 条
  • [1] Computational tools for polypharmacology and repurposing
    Achenbach, Janosch
    Tiikkainen, Pekka
    Franke, Lutz
    Proschak, Ewgenij
    FUTURE MEDICINAL CHEMISTRY, 2011, 3 (08) : 961 - 968
  • [2] Parameter Learning of Bayesian Network Classifiers Under Computational Constraints
    Tschiatschek, Sebastian
    Pernkopf, Franz
    MACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES, ECML PKDD 2015, PT I, 2015, 9284 : 86 - 101
  • [3] Comparing a Bayesian Classifier for Acoustic Signals to Machine Learning Classifiers
    Bragdon, Sophia P.
    Wilson, D. Keith
    Pettit, Chris L.
    SIGNAL PROCESSING, SENSOR/INFORMATION FUSION, AND TARGET RECOGNITION XXXII, 2023, 12547
  • [4] Bayesian Computational Tools
    Robert, Christian P.
    ANNUAL REVIEW OF STATISTICS AND ITS APPLICATION, VOL 1, 2014, 1 : 153 - 177
  • [5] Multicategory ψ-learning and support vector machine:: Computational tools
    Liu, YF
    Shen, XT
    Doss, H
    JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS, 2005, 14 (01) : 219 - 236
  • [6] Bayesian learning of sparse classifiers
    Figueiredo, MAT
    Jain, AK
    2001 IEEE COMPUTER SOCIETY CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION, VOL 1, PROCEEDINGS, 2001, : 35 - 41
  • [7] Enhanced machine learning tree classifiers for lithology identification using Bayesian optimization
    Asante-Okyere, Solomon
    Shen, Chuanbo
    Osei, Harrison
    APPLIED COMPUTING AND GEOSCIENCES, 2022, 16
  • [8] Learning Bayesian classifiers from dependency network classifiers
    Gamez, Jose A.
    Mateo, Juan L.
    Puerta, Jose M.
    ADAPTIVE AND NATURAL COMPUTING ALGORITHMS, PT 1, 2007, 4431 : 806 - +
  • [9] Advances in Computational Polypharmacology
    Feldmann, Christian
    Bajorath, Juergen
    MOLECULAR INFORMATICS, 2022, 41 (12)
  • [10] Scalable Learning of Bayesian Network Classifiers
    Martinez, Ana M.
    Webb, Geoffrey I.
    Chen, Shenglei
    Zaidi, Nayyar A.
    JOURNAL OF MACHINE LEARNING RESEARCH, 2016, 17