Similarity Functions for Structured Data. An Application to Decision Trees.
Vicent EstruchCésar FerriJosé Hernández-OralloM. José Ramírez-QuintanaPublished in: Inteligencia Artif. (2006)
Keyphrases
- similarity function
- structured data
- decision trees
- graph based induction
- semi structured
- similarity measure
- distance function
- information extraction
- structured information
- semi structured data
- pairwise
- unstructured data
- data sources
- metadata
- feature construction
- kernel methods
- structured and unstructured data
- xml documents
- machine learning
- training data
- textual data
- structured databases
- mixed data
- information retrieval
- graph kernels
- feature selection
- data mining
- business intelligence
- training set