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Titlebook: Artificial Intelligence in Theory and Practice; IFIP 19th World Comp Max Bramer Conference proceedings 2006 IFIP International Federation f

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Learning Browsing Patterns for Context-Aware Recommendationrests and browsing patterns. The proposed approach analyzes the browsing behavior of users to derive a semantically enhanced context that points out the information which is likely to be relevant for a user according to its current activities.
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Biological inspired algorithm for Storage Area Networks (ACOSAN)in the University of Essex in UK, it is called MACO and it may open new paths for adapting routing algorithms to changes in the environment of any network. A new algorithm is anticipated in this paper to be applied in routing algorithms for SAN Fibre Channel switches, it is called ACOSAN.
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The , Algorithm: Learning when and when not to interrupto personalize the modality of the assistance, that is, assisting the user with an interruption or without an interruption depending on the user’s context. Experiments were conducted in the calendar management domain, obtaining promising results.
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Formal Analysis of the Communication of Probabilistic Knowledgeer proposes a new formal model, which generalizes current agent communication theories (at least the standard FIPA version of these theories) to handle probabilistic knowledge communication. We propose a new probabilistic logic as the basis for the model and new communication principles and communicative acts to support this kind of communication.
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Combine Vector Quantization and Support Vector Machine for Imbalanced Datasetscussed to address the trade-off between the information loss and undersampling. Experiments compare VQ-SVM and standard SVM on some imbalanced datasets with varied imbalance ratios, and results show that the performance of VQ-SVM is superior to SVM, especially in case of extremely imbalanced large datasets.
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Ontology Support for Translating Negotiation Primitivesunderstanding. We implemented a service oriented architecture for executing negotiations and conducted experiments incorporating different negotiation messages. The results of the tests show that the proposed solution improves the interoperability between heterogeneous negotiation agents.
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