Download Database and Expert Systems Applications: 21th International by Xinpeng Zhang, Yasuhito Asano, Masatoshi Yoshikawa (auth.), PDF

By Xinpeng Zhang, Yasuhito Asano, Masatoshi Yoshikawa (auth.), Pablo García Bringas, Abdelkader Hameurlain, Gerald Quirchmayr (eds.)

st We welcome you to the lawsuits of the 21 overseas convention on Database and specialist structures purposes held in Bilbao. With details and database s- tems being a imperative subject of laptop technology, it was once to be anticipated that the integ- tion of data, details and knowledge is this day contributing to the back speedily expanding acceptance of this box for researchers and practitioners. due to the fact its origin in 1990, DEXA has been an annual overseas convention, positioned in Europe, which showcases state of the art study actions in those parts. DEXA 2010 persevered this practice and supplied a discussion board for offering and discu- ing examine ends up in the realm of database and clever platforms and complicated - seek themes, functions and essentially proper matters relating to those components. It provided attendees the chance to generally talk about necessities, difficulties, and recommendations within the box within the friendly surroundings of the town of Bilbao, that is identified for its using industriousness, its best cultural venues and its wealthy and encouraging he- tage and way of life. The collage of Deusto with its nice academic and learn traditions, and the hospitality which the college and the town are so recognized for, set the level for this year’s DEXA convention. This quantity comprises the papers chosen for presentation on the DEXA conference.

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Additional info for Database and Expert Systems Applications: 21th International Conference, DEXA 2010, Bilbao, Spain, August 30 - September 3, 2010, Proceedings, Part II

Example text

SNIL comes from an observation that WAVE concentrates most noise to only a few high levels of wavelet coefficients, and this concentration destroys distance orders. Based on this observation, SNIL spreads the noise to several intermediate levels instead of a few high levels. By not using a few high levels, some of noise can be removed Publishing Time-Series Data under Preservation 25 by the wavelet filter; in contrast, by using intermediate levels rather than low levels, much noise can be preserved as the uncertainty.

The symbol (g, w/ vc) denotes the generalized flow based method with the technique, and (g, w/o vc) denotes that without the technique. 37 g d de o e Fig. 10. 39 g d de o e Fig. 11. 97 o e (B) Fig. 12. Number of disjoint paths mined by each method paths are disjoint for all the 105 relationships. The naive methods without the doubled network, (o) and (e), produced the lowest average numbers. Consequently, we observed the following three facts: (1) Our technique is effective in mining disjoint paths.

In summary, like the distance order preservation, RAND is the best while WAVE is the worst, and the advanced solutions are still in between RAND and WAVE. 6 Related Work PPDM solutions can be classified into four categories [1]: random perturbation [6,13], k-anonymization [3], distributed privacy preservation [5], and privacy preserving of mining results [14]. t. our approach. First, the random data perturbation adds white noise to the data in order to mask the sensitive values of data [1]. Agrawal and Srikant [2] first proposed random perturbation-based PPDM solutions.

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