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SGAI
2004
Springer
9 years 7 months ago
OntoSearch: An Ontology Search Engine
Reuse of knowledge bases and the semantic web are two promising areas in knowledge technologies. Given some user requirements, finding the suitable ontologies is an important task...
Yi Zhang, Wamberto Weber Vasconcelos, Derek H. Sle...
SGAI
2004
Springer
9 years 7 months ago
Exploiting Causal Independence in Large Bayesian Networks
The assessment of a probability distribution associated with a Bayesian network is a challenging task, even if its topology is sparse. Special probability distributions based on t...
Rasa Jurgelenaite, Peter J. F. Lucas
SGAI
2004
Springer
9 years 7 months ago
Modelling Shared Extended Mind and Collective Representational Content
Some types of animals exploit the external environment to support their cognitive processes, in the sense of patterns created in the environment that function as external mental s...
Tibor Bosse, Catholijn M. Jonker, Martijn C. Schut...
SGAI
2004
Springer
9 years 7 months ago
Managing ontology versions with a distributed blackboard architecture
Ontology versioning deals with the management of ontology changes, including the evaluation of the consequences arising from these changes. We describe a distributed, “pluggable...
Ernesto Compatangelo, Wamberto Vasconcelos, Bruce ...
SGAI
2004
Springer
9 years 7 months ago
Interactive Selection of Visual Features through Reinforcement Learning
We introduce a new class of Reinforcement Learning algorithms designed to operate in perceptual spaces containing images. They work by classifying the percepts using a computer vi...
Sébastien Jodogne, Justus H. Piater
SGAI
2004
Springer
9 years 7 months ago
Neighbourhood Exploitation in Hypertext Categorization
As the web expands exponentially, the need to put some order to its content becomes apparent. Hypertext categorization, that is the automatic classification of web documents into ...
Houda Benbrahim, Max Bramer
SGAI
2004
Springer
9 years 7 months ago
Incremental Critiquing
Conversational recommender systems guide users through a product space, alternatively making concrete product suggestions and eliciting the user’s feedback. Critiquing is a comm...
James Reilly, Kevin McCarthy, Lorraine McGinty, Ba...
SGAI
2004
Springer
9 years 7 months ago
Implementing Policy Management through BDI
The requirement for Grid middleware to be largely transparent to individual users and at the same time act in accordance with their personal needs is a difficult challenge. In e-...
Simon Miles, Juri Papay, Michael Luck, Luc Moreau
SGAI
2004
Springer
9 years 7 months ago
Overfitting in Wrapper-Based Feature Subset Selection: The Harder You Try the Worse it Gets
In Wrapper based feature selection, the more states that are visited during the search phase of the algorithm the greater the likelihood of finding a feature subset that has a high...
John Loughrey, Padraig Cunningham
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