Mining Association Rules from Gene Ontology and Protein Networks: Promises and Challenges.
Pietro Hiram GuzziMarianna MilanoMario CannataroPublished in: ICCS (2014)
Keyphrases
- gene ontology
- mining association rules
- protein protein interactions
- protein function
- signaling pathways
- biological networks
- protein interaction data
- protein interaction
- association rules
- protein interaction networks
- microarray
- ppi networks
- gene products
- itemsets
- functional modules
- interaction networks
- network analysis
- association rule mining
- gene networks
- semantic similarity
- computational approaches
- data mining
- computational methods
- protein protein interaction networks
- protein complexes
- systems biology
- apriori algorithm
- network topology
- data mining techniques
- network structure
- complex networks
- biological processes
- biological data
- high throughput
- frequent itemsets
- information theoretic
- gene expression data
- gene expression
- high precision
- protein sequences
- structural properties
- complex systems
- social networks
- real world
- computational tools
- amino acids
- co occurrence
- gene function