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Titlebook: Artificial Intelligence and Soft Computing; 11th International C Leszek Rutkowski,Marcin Korytkowski,Jacek M. Zurad Conference proceedings

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https://doi.org/10.1007/978-3-663-06823-5 the language models required for a natural language based EPG search system that outperform the baseline model created only from the original EPG data source by a significant margin measured by an absolute improvement of 14.1% on the model coverage (recall accuracy) using large-scale test data collected from a real-world EPG search application.
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On Resources Optimization in Fuzzy Clustering of Data Streamsmonstrated for both the wFCM and wPCM algorithms. The maximum chunk size limit modification, as a solution to this problem, is introduced. This modification ensures that the available memory is never exceeded, what is shown in the simulations. The considered modification decreases the quality of clustering results only slightly.
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Einleitung und Problemstellung,ich are stored into a vector of visual properties. These both vectors are then used to compute the overall web page similarity. This method will be described in detail and results of several experiments are also introduced in this paper.
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,Fähigkeit zur Erklärung von Fachinhalten,pose of this paper is to propose a pre-processing method for clustering algorithms. Experimental results show that proposed method is appropriate to handle noisy data and can accelerate processing time.
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Dependency Analysis in Ontology-Driven Content-Based Systemsating the content using ontologies. Such systems contain ontology layer, annotation layer and content layer. These layers contain semantically interrelated and interdependent entities. Thus, a change in one layer causes many unseen and undesired changes and impacts that propagate to other entities.
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