Ontology-Guided Principal Component Analysis: Reaching the Limits of the Doctor-in-the-Loop.
Sandra WartnerDominic GirardiManuela Wiesinger-WidiJohannes TrenklerRaimund KleiserAndreas HolzingerPublished in: ITBAM (2016)
Keyphrases
- principal component analysis
- domain knowledge
- principal components
- independent component analysis
- domain specific
- domain ontology
- semantic web
- knowledge base
- knowledge representation
- dimension reduction
- face images
- low dimensional
- face recognition
- semantic annotation
- dimensionality reduction
- semantic information
- semantically enhanced
- semi automatically
- ontology mapping
- semantic relationships
- topic maps
- semantic network
- singular value decomposition
- ontological framework
- linear discriminant analysis
- semi automatic
- ontology reasoning
- feature extraction
- owl dl ontologies
- requirement analysis
- semantic query
- ontology alignment
- ontology engineering
- training procedure
- semantic interoperability
- conceptual structures
- medical knowledge
- owl ontologies
- semantic representation
- discriminant analysis
- description logics
- image processing