Learning Subsumption Relations with CSR: a Classification based Method for the Alignment of Ontologies.
Vassilis SpiliopoulosAlexandros G. ValarakosGeorge A. VourosVangelis KarkaletsisPublished in: OM (2007)
Keyphrases
- classification method
- learning scheme
- classification accuracy
- support vector machine svm
- supervised learning algorithms
- similarity measure
- unsupervised learning
- classification scheme
- support vector machine
- classification algorithm
- pattern classification
- training process
- accuracy rate
- prior knowledge
- image alignment
- cross validation
- neural network
- concept hierarchy
- benchmark data sets
- bayesian methods
- machine learning methods
- training phase
- classification process
- background knowledge
- supervised learning
- semi supervised
- discriminative learning
- learning process
- feature selection
- learning algorithm
- learning phase
- ontology matching
- cerebellar model articulation controller
- decision rules
- classification rate
- text classification
- logic programs
- probabilistic model
- preprocessing
- face recognition
- machine learning