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PKDD
2009
Springer
170views Data Mining» more  PKDD 2009»
14 years 1 months ago
Statistical Relational Learning with Formal Ontologies
Abstract. We propose a learning approach for integrating formal knowledge into statistical inference by exploiting ontologies as a semantically rich and fully formal representation...
Achim Rettinger, Matthias Nickles, Volker Tresp
ADBIS
2010
Springer
173views Database» more  ADBIS 2010»
13 years 7 months ago
Applying the UFO Ontology to Design an Agent-Oriented Engineering Language
The problem of designing suitable conceptual modeling languages for system engineering is far from being solved. In the past years, some works have proposed the use of foundational...
Renata S. S. Guizzardi, Giancarlo Guizzardi
KI
2007
Springer
13 years 7 months ago
Modeling Human-Level Intelligence by Integrated Cognition in a Hybrid Architecture
Various forms of reasoning, the profusion of knowledge, the gap between neuro-inspired approaches and conceptual representations, the problem of inconsistent data input, and the ma...
Kai-Uwe Kühnberger, Tonio Wandmacher, Angela ...
ER
2004
Springer
103views Database» more  ER 2004»
14 years 23 days ago
Querying Heterogeneous Spatial Databases: Combining an Ontology with Similarity Functions
This paper uses a knowledge-based approach to querying heterogeneous spatial databases based on an ontology and conceptual and attribute similarities. The ontology, which may be in...
Mariella Gutiérrez, M. Andrea Rodríg...
KBS
2002
88views more  KBS 2002»
13 years 7 months ago
Detecting mismatches among experts' ontologies acquired through knowledge elicitation
: We have constructed a set of ontologies modelled on conceptual structures elicited from several domain experts. Protocols were collected from various experts who advise on the se...
Adil Hameed, Derek H. Sleeman, Alun D. Preece