Titlebook: Database Systems for Advanced Applications; DASFAA 2017 Internat Zhifeng Bao,Goce Trajcevski,Wen Hua Conference proceedings 2017 Springer I

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Cell-Based DBSCAN Algorithm Using Minimum Bounding Rectangle Criteriansional data to extract arbitrary shape clusters. Recently, with the growing interest in big data and increasing diversification of data, the typical size and volume of databases have increased and data have increasingly become high-dimensional. Therefore, a large number of speed-up techniques for D

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Adaptive Bayesian Network Structure Learning from Big Datasetssian network (BN) structure from big datasets is becoming more and more valuable for modeling and reasoning under uncertainties in many areas. Facing big data, most of the current BN structure learning algorithms have limitations. First, learning BNs structure from big datasets is an expensive proce

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Capture Missing Values with Inference on Knowledge Baseknowledge base in imputation could overcome this shortcoming. A challenge is that the missing value could be hardly found directly in the knowledge bases (KBs). To use knowledge base sufficiently for imputation, we present FOKES, an in.erence alg.rithm on .nowl.dge ba.es. The inference not only make

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RDF Data Assessment Based on Metrics and Improved PageRank Algorithm believability, so data trust assessment has become a hot topic in the current research in the field of web. Considering the close relationship between the data credibility and its provenance, this paper proposes its own quantization rules with the existing trust evaluation model. And because of the

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尖叫

https://doi.org/10.1007/978-3-319-55705-2cloud databases; data mining; privacy and security in databases; social data managment; Web databases; da

上坡

978-3-319-55704-5Springer International Publishing AG 2017

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Zhifeng Bao,Goce Trajcevski,Wen HuaIncludes supplementary material: