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ECAI
1994
Springer
15 years 6 months ago
Using Domain Knowledge to Select Solutions in Abductive Diagnosis
Abstract. This paper presents a novel extension to abductive reasoning in causal nets, namely the use of domain knowledge to select among alternative diagnoses. We describe how pre...
Frank van Harmelen, Annette ten Teije
AAAI
1993
15 years 3 months ago
EL: A Formal, Yet Natural, Comprehensive Knowledge Representation
We present Episodic Logic (EL), a highly expressive knowledge representation well-adapted to general commonsense reasoning as well as the interpretive and inferential needs of nat...
Chung Hee Hwang, Lenhart K. Schubert
JODS
2008
76views Data Mining» more  JODS 2008»
15 years 2 months ago
Exploring the Semantic Web as Background Knowledge for Ontology Matching
In this paper we propose an ontology matching paradigm based on the idea of harvesting the Semantic Web, i.e., automatically finding and exploring multiple and heterogeneous online...
Marta Sabou, Mathieu d'Aquin, Enrico Motta
IJCSA
2007
98views more  IJCSA 2007»
15 years 2 months ago
Extracted Knowledge Interpretation in mining biological data: a survey
This paper discusses different approaches for integrating biological knowledge in gene expression analysis. Indeed we are interested in the fifth step of microarray analysis pro...
Martine Collard, Ricardo Martínez
NN
2007
Springer
105views Neural Networks» more  NN 2007»
15 years 2 months ago
Guiding exploration by pre-existing knowledge without modifying reward
Reinforcement learning is based on exploration of the environment and receiving reward that indicates which actions taken by the agent are good and which ones are bad. In many app...
Kary Främling