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Privacy-Aware Knowledge Discovery: Novel Applications and New Techniques (Chapman & Hall/CRC Data Mining and Knowledge Discovery Series) Pdf

Download Privacy-Aware Knowledge Discovery: Novel Applications and New Techniques (Chapman & Hall/CRC Data Mining and Knowledge Discovery Series) Pdf

Download Privacy-Aware Knowledge Discovery: Novel Applications and New Techniques (Chapman & Hall/CRC Data Mining and Knowledge Discovery Series) Pdf in PDF and EPUB Formats for free. Privacy-Aware Knowledge Discovery: Novel Applications and New Techniques (Chapman & Hall/CRC Data Mining and Knowledge Discovery Series) Pdf Book is also available for Read Online, mobi, docx and mobile and kindle reading. Please use the link provided below to generate a unique download link which is valid for 24hrs. You must use the link before it will expire.

Book Description:

Masking evaluation on the frontier of this space, Privacy-Aware Knowledge Discovery: Novel Applications and New Techniques presents state-of-the-paintings privateness-preserving data mining strategies for software domains, akin to medicine and social networks, that face the rising heterogeneity and complexity of newest forms of data. Renowned authorities from excellent organizations not solely cowl properly-established outcomes—moreover they uncover difficult domains the place privateness factors are often clear and properly outlined, nevertheless the choices are nonetheless preliminary and in regular enchancment.

Divided into seven parts, the book provides in-depth protection of in all probability probably the most novel reference conditions for privateness-preserving strategies. The first half supplies widespread strategies that could be utilized to different functions talked about within the the rest of the book. The second half focuses on the sanitization of network traces and privateness in data stream mining. After the third half on privateness in spatio-temporal data mining and mobility data analysis, the book examines time assortment analysis inside the fourth half, explaining how a perturbation method and a part-based method can cope with privateness issues with time assortment data. The fifth half on biomedical data addresses genomic data along with the difficulty of privateness-acutely aware information sharing of properly being data. Inside the sixth half on web functions, the book provides with query log mining and web recommender strategies. The last word half on social networks analyzes privateness factors related to the administration of social network data beneath completely totally different views.

Whereas numerous new outcomes have simply recently occurred inside the privateness, database, and data mining evaluation communities, a uniform presentation of up-to-date strategies and functions is lacking. Filling this void, Privacy-Aware Knowledge Discovery presents novel algorithms, patterns, and fashions, along with an enormous assortment of open points for future investigation.




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