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SupportingEnvironmentalInformationSystemsandServicesRealizationwiththeGeoSpatialandStreamingDimensionsoftheSemanticWeb
From: VideoLectures on Sun, Oct 31 2010 11:51 AM
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TowardAutonomicGridsAnalyzingtheJobFlowwithAffinityStreaming
From: VideoLectures on Wed, Oct 13 2010 5:40 PM
The Affinity Propagation (AP) clustering algorithm proposed by Frey and Dueck (2007) provides an understandable, nearly optimal summary of a dataset, albeit with quadratic computational complexity. This paper, motivated by Autonomic Computing, extends AP to the data streaming framework. Firstly ...
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IssuesinEvaluationofStreamLearningAlgorithms
From: VideoLectures on Wed, Oct 13 2010 5:18 PM
Learning from data streams is a research area of increasing importance. Nowadays, several stream learning algorithms have been developed. Most of them learn decision models that continuously evolve over time, run in resource-aware environments, detect and react to changes in the environment gene...
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