Towards Linked Open Data Enabled Data Mining - Strategies for Feature Generation, Propositionalization, Selection, and Consolidation.
Petar RistoskiPublished in: ESWC (2015)
Keyphrases
- feature generation
- linked open data
- data mining
- feature construction
- linked data
- selection strategy
- inductive learning
- text categorization
- inductive logic programming
- semantic web
- machine learning
- metadata
- constructive induction
- knowledge discovery
- word sense disambiguation
- statistical approaches
- information extraction
- rule learning
- relational learning
- association rules
- semantic technologies
- life sciences
- data analysis
- big data
- data warehouse
- text mining
- decision trees
- feature representations
- web intelligence
- random forests
- selection algorithm
- rdf data
- cluster analysis
- pattern mining
- query language
- genetic programming