Translating Time-Course Gene Expression Profiles into Semi-algebraic Hybrid Automata Via Dimensionality Reduction.
Alberto CasagrandeKevin CaseyRachele FalchiCarla PiazzaBenedetto RupertiGiannina VizzottoBud MishraPublished in: AB (2007)
Keyphrases
- gene expression profiles
- hybrid automata
- dimensionality reduction
- semi algebraic
- spatial databases
- high dimensionality
- gene expression data
- microarray
- arbitrary dimension
- gene expression
- finite state automata
- high dimensional data
- high dimensional
- microarray data
- principal component analysis
- gene selection
- low dimensional
- feature selection
- feature extraction
- data points
- feature space
- unsupervised learning
- pattern recognition
- clustering analysis
- spatial data
- self organizing maps
- range queries
- database
- euclidean distance
- supervised learning