Multi-View Random-Walk Graph Regularization Low-Rank Representation for Cancer Clustering and Differentially Expressed Gene Selection.
Juan WangLi-Hong WangJin-Xing LiuXiang-Zhen KongShengjun LiPublished in: IEEE J. Biomed. Health Informatics (2022)
Keyphrases
- random walk
- multi view
- gene selection
- differentially expressed
- microarray data
- gene expression profiles
- microarray data analysis
- microarray
- graph laplacian
- ovarian cancer
- gene expression
- cancer classification
- differentially expressed genes
- cluster analysis
- d objects
- clustering algorithm
- gene expression data
- clustering method
- cancer diagnosis
- semi supervised
- spectral clustering
- high dimensionality
- feature selection
- markov chain
- k means
- link prediction
- support vector machine svm
- data clustering
- data sets
- similarity measure
- microarray datasets
- unsupervised learning
- gene ontology
- computer vision
- learning algorithm
- machine learning
- data mining