Understanding the Prediction of Transmembrane Proteins by Support Vector Machine using Association Rule Mining.
Hae-Jin HuHao WangRobert W. HarrisonPhang C. TaiYi PanPublished in: CIBCB (2007)
Keyphrases
- association rule mining
- support vector machine
- association rules
- subcellular localization
- data mining techniques
- data mining
- pattern discovery
- itemsets
- frequent itemsets
- mining algorithm
- association mining
- association rule mining algorithm
- contact map
- protein interaction
- mining association rules
- associative classification
- association rule discovery
- protein structure prediction
- amino acids
- frequent itemset mining
- support vector
- feature vectors
- algorithms for mining association rules
- classification rule mining
- association rule mining algorithms
- knowledge discovery
- rule mining
- interestingness measures
- frequent subtree mining
- feature space
- apriori algorithm
- training set
- interesting rules
- classification method
- protein sequences
- feature selection
- discovered association rules
- protein structure
- data sets