Concepedia

SFLLN: A sparse feature learning ensemble method with linear neighborhood regularization for predicting drug–drug interactions

Wen Zhang, Kanghong Jing, Feng Huang, Yanlin Chen, Li Bolin -, Jinghao Li, Jing Gong

Information Sciences · 2019 · 149 citations · 43 references

DOI

Concepts

References

43

KEGG for representation and analysis of molecular networks involving diseases and drugs

Minoru Kanehisa, Susumu Goto, Miho Furumichi et al. · Nucleic Acids Research · 2009 · 2.4K citations · Full text

, , +17

DrugBank 4.0: shedding new light on drug metabolism

Vivian Law, Craig Knox, Yannick Djoumbou-Feunang et al. · Nucleic Acids Research · 2013 · 2.1K citations · Full text

, , +17

Convex and Semi-Nonnegative Matrix Factorizations

Chris Ding, Tao Li, Michael I. Jordan · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2008 · 1.3K citations

, , +9

Deep learning improves prediction of drug–drug and drug–food interactions

Jae Yong Ryu, Hyun Uk Kim, Sang Yup Lee · Proceedings of the National Academy of Sciences · 2018 · 624 citations · Full text

, , +16

See all by looking at a few: Sparse modeling for finding representative objects

E. Elhamifar, Guillermo Sapiro, René Vidal · 2012 · 411 citations

, , +11