Database and Expert Systems Applications: 21st International by Pablo Garcia Bringas, Abdelkader Hameurlain, Gerald PDF

By Pablo Garcia Bringas, Abdelkader Hameurlain, Gerald Quirchmayr

ISBN-10: 3642152503

ISBN-13: 9783642152504

This publication constitutes the refereed complaints of the 21 foreign convention on Database and specialist structures purposes, DEXA 2010, held in Bilbao, Spain, August 30 - September three, 2010. The forty five revised complete papers and 36 brief papers have been rigorously reviewed and chosen from 197 submissions. The papers are geared up in topical sections on info Mining structures, Parallelism and question making plans, info Warehousing and determination help platforms, Temporal, Spatial and excessive Dimensional Databases, information Mining Algorithms, info Retrieval, question Processing and Optimization.

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Extra resources for Database and Expert Systems Applications: 21st International Conference, DEXA 2010, Bilbao, Spain, August 30 - September 3, 2010, Proceedings, Part II ... Applications, incl. Internet Web, and HCI)

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Asano, and M. Yoshikawa Acknowledgment This work was supported in part by the National Institute of Information and Communications Technology, Japan. References 1. : Analysis of implicit relations on Wikipedia: Measuring strength through mining elucidatory objects. , Watanabe, C. ) DASFAA 2010. LNCS, vol. 5981, pp. 460–475. Springer, Heidelberg (2010) 2. : Measuring and extracting proximity in networks. In: Proc. of 12th ACM SIGKDD Conference, pp. 245–255 (2006) 3. : Fast discovery of connection subgraphs.

Improving web search results using affinity graph. In: Proc. of 28th SIGIR, pp. 504–511 (2005) 5. : Less is more: probabilistic models for retrieving fewer relevant documents. In: Proc. of 29th SIGIR, pp. 429–436 (2006) 6. : Novelty and diversity in information retrieval evaluation. In: Proc. of 31th SIGIR, pp. 659–666 (2008) 7. : Center-piece subgraphs: Problem definition and fast solutions. In: Proc. of 12th ACM SIGKDD Conference, pp. 404–413 (2006) 8. : Context-aware object connection discovery in large graphs.

We thus propose two more advanced solutions that take advantages of both naive solutions. Our advanced solutions can be seen as an engineering approach that preserves uncertainty and distance orders as much as possible through the recent wavelet-based perturbation and the noise averaging effect of PAA. Our solutions provide a very practical approach to publish time-series data which well preserves mining accuracy as well as privacy. We do not use any complicated cryptography techniques or SMC protocols [5], but simply adopt an intuitive notion of the noise averaging effect and the wavelet-based secure perturbation method.

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Database and Expert Systems Applications: 21st International Conference, DEXA 2010, Bilbao, Spain, August 30 - September 3, 2010, Proceedings, Part II ... Applications, incl. Internet Web, and HCI) by Pablo Garcia Bringas, Abdelkader Hameurlain, Gerald Quirchmayr


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