Netboost: Boosting-Supported Network Analysis Improves High-Dimensional Omics Prediction in Acute Myeloid Leukemia and Huntington's Disease.
Pascal SchlosserJochen KnausMaximilian SchmutzKonstanze DöhnerChristoph PlassLars BullingerRainer ClausHarald BinderMichael LübbertMartin SchumacherPublished in: IEEE ACM Trans. Comput. Biol. Bioinform. (2021)
Keyphrases
- network analysis
- acute myeloid
- high dimensional
- social network analysis
- complex networks
- prediction accuracy
- gene expression data
- information networks
- community detection
- outbreak detection
- text mining
- microarray data
- link prediction
- network structure
- dynamic networks
- graph clustering
- low dimensional
- real world networks
- community structure
- dimensionality reduction
- graph theory
- social networks
- real world
- biological networks
- ensemble classifier
- high dimensionality
- natural language
- artificial intelligence
- feature space
- community discovery
- high dimensional data
- machine learning