Mining officially unrecognized side effects of drugs by combining web search and machine learning.
Carlo CurinoYuanyuan JiaBruce LambertPatricia M. WestClement T. YuPublished in: CIKM (2005)
Keyphrases
- web search
- machine learning
- text mining
- data mining
- search engine
- knowledge discovery
- sequential patterns
- search result
- machine learning algorithms
- learning tasks
- text classification
- search queries
- web information retrieval
- knowledge acquisition
- association rules
- pattern recognition
- learning algorithm
- artificial intelligence
- frequent patterns
- mining algorithm
- query logs
- information retrieval
- feature selection
- web mining
- data mining algorithms
- natural language processing
- explanation based learning
- decision trees
- data mining techniques
- data mining tools
- machine learning approaches
- drug discovery
- drug design
- inductive learning
- data mining methods
- pattern mining
- machine learning methods
- association rule mining
- frequent itemsets
- learning systems
- itemsets
- computer science