Network analysis based on low-rank method for mining information on integrated data of multi-cancers.
Mi-Xiao HouYing-Lian GaoJin-Xing LiuLing-Yun DaiXiang-Zhen KongJunliang ShangPublished in: Comput. Biol. Chem. (2019)
Keyphrases
- missing data
- network analysis
- low rank
- input data
- data sets
- high dimensional data
- knowledge discovery
- text mining
- clustering method
- original data
- nearest neighbor
- data points
- linear combination
- training data
- social network analysis
- network structure
- rank minimization
- information networks
- trace norm
- missing values
- markov random field
- higher order
- k means
- data analysis
- reinforcement learning
- similarity measure