Privacy-Preserving Data Mining of Medical Data Using Data Separation-Based Techniques
نویسندگان
چکیده
منابع مشابه
Privacy-Preserving Data Mining of Medical Data Using Data Separation-Based Techniques
Data mining is concerned with the extraction of useful knowledge from various types of data. Medical data mining has been a popular data mining topic of late. Compared with other data mining areas, medical data mining has some unique characteristics. Because medical files are related to human subjects, privacy concerns are taken more seriously than other data mining tasks. This paper applied da...
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Privacy preserving becomes an important issue in the development of various data mining techni'ques. In this paper, we have discussed various techniques to preserve privacy while mining data. In the absence of uniform framework across all data mining techniques, researchers have focused on data technique specific privacy preserving issue. Available framework and algorithms provide further insig...
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Recent interest in data collection and monitoring using data mining for security and business-related applications has raised privacy. Privacy Preserving Data Mining (PPDM) techniques require data modification to disinfect them from sensitive information or to anonymize them at an uncertainty level. This study uses PPDM with adult dataset to investigate effects of K-anonymization for evaluation...
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ژورنال
عنوان ژورنال: Data Science Journal
سال: 2007
ISSN: 1683-1470
DOI: 10.2481/dsj.6.s429