Dimensionality reduction for visualizing high-dimensional biological data.
Tamasha MalepathiranaDamith A. SenanayakeRajith VidanaarachchiVini GautamSaman K. HalgamugePublished in: Biosyst. (2022)
Keyphrases
- biological data
- dimensionality reduction
- high dimensional
- microarray data
- low dimensional
- high throughput
- high dimensionality
- molecular biology
- high dimensional data
- statistical methods
- data analysis
- data points
- huge volume of data
- biological networks
- data integration
- unsupervised learning
- systems biology
- protein protein interactions
- feature extraction
- feature space
- principal component analysis
- knowledge discovery
- feature selection
- biological sequences
- similarity search
- nearest neighbor
- microarray
- data sources
- gene expression data
- gene regulatory networks
- pattern recognition
- decision making
- real world
- mining graph data
- statistical analysis
- data collection
- maximum likelihood
- data management
- information retrieval
- machine learning