Exploratory Analysis of the Gene Expression Matrix Based on Dual Conditional Dimensionality Reduction.
Ignacio DíazJosé M. EnguitaAbel A. CuadradoDiego García-PérezAna GonzálezNuria ValdésMaría D. ChiaraPublished in: IEEE J. Biomed. Health Informatics (2023)
Keyphrases
- gene expression
- exploratory analysis
- dimensionality reduction
- microarray
- gene expression data
- high dimensionality
- microarray data
- high dimensional
- data analysis
- high dimensional data
- gene expression patterns
- information visualization
- feature extraction
- data visualization
- gene regulation
- low dimensional
- data mining
- principal component analysis
- data mining techniques
- pattern recognition
- biological processes
- regulatory networks
- feature selection
- gene expression profiles
- feature space
- binding sites
- dna microarray
- gene selection
- data points
- transcription factors
- high throughput
- face recognition