Integrative relational Machine-Learning Approach for Understanding Drug Side-Effect Profiles.
Emmanuel BressoRenaud GrisoniGino MarchettiArnaud Sinan KarabogaMichel SouchetMarie-Dominique DevignesMalika Smaïl-TabbonePublished in: BMC Bioinform. (2013)
Keyphrases
- machine learning
- information extraction
- relational databases
- inductive logic programming
- relational learning
- artificial intelligence
- data mining
- computer vision
- case study
- reinforcement learning
- knowledge acquisition
- learning algorithm
- data model
- natural language processing
- kernel methods
- text mining
- theoretical and practical implications
- information systems
- knowledge discovery
- computer science
- feature selection
- pattern recognition
- machine learning methods
- protein secondary structure prediction
- explanation based learning
- machine learning approaches
- learning environment
- relational data
- object oriented
- machine learning algorithms
- user profiles
- model selection
- data analysis
- supervised learning