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Titlebook: Hybrid Artificial Intelligence Systems; 9th International Co Marios Polycarpou,André C. P. L. F. Carvalho,Emili Conference proceedings 2014

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Mining Incomplete Data with Attribute-Concept Values and “Do Not Care” Conditionsatistical significance level, in five cases attribute-concept values and in three cases “do not care” conditions performed better. In the remaining cases the differences were not statistically significant.
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An Ontology for Human-Machine Computation Workflow Specificationch as micro-task crowdsourcing and ambient assisted living, of incorporating cooperation between the efforts of human and machine entities, this paper proposes an ontology and process for the definition, instantiation and execution of semantically enriched workflows.
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Depth-Based Outlier Detection Algorithmsign of this algorithm. In this proof-of-concept, the algorithm is tested by using sequential and parallel implementations. The results demonstrate that the algorithm is able to process large data sets with an affordable execution time, so that it overcomes the curse of dimensionality.
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