Protein Expression Molecular Pattern Discovery by Nonnegative Principal Component Analysis.
Xiaoxu HanJoseph ScazzeroPublished in: PRIB (2008)
Keyphrases
- pattern discovery
- principal component analysis
- molecular structures
- molecular dynamics
- virtual screening
- protein structure prediction
- drug discovery
- drug design
- pattern mining
- association rule mining
- chemical reactions
- dimensionality reduction
- molecular dynamics simulations
- frequently occurring
- sequence analysis
- data mining
- protein structure
- discovering patterns
- interesting patterns
- recursive partitioning
- sequential patterns
- data analysis
- protein sequences
- mass spectrometry
- temporal patterns
- graph mining
- interaction networks
- face recognition
- signaling pathways
- recurring patterns
- objective function
- motif discovery
- amino acids
- feature extraction
- protein function
- pattern extraction
- protein folding
- data sets
- temporal data mining
- rule discovery
- data structure
- feature space
- association rules
- data mining techniques
- high throughput