Voting Fuzzy k-NN to Predict Protein Subcellular Localization from Normalized Amino Acid Pair Compositions.
Thai Quang TungDoheon LeeDae-Won KimJong-Tae LimPublished in: PAKDD (2005)
Keyphrases
- knn
- amino acids
- k nearest neighbor
- protein sequences
- nearest neighbor
- text categorization
- k nearest neighbour
- protein structure
- distance function
- secondary structure
- experimentally determined
- physico chemical
- similarity search
- k nearest
- fuzzy rules
- protein function
- pairwise
- protein structure prediction
- fuzzy numbers
- voting methods
- text classification
- support vector machine
- web document classification
- feature selection
- nearest neighbour
- neural network
- tertiary structure
- amino acid sequences
- sequence alignment
- computational biology
- data sets
- data mining
- nearest neighbor algorithm
- graph construction
- feature space
- dimensionality reduction