EAN: 9783863593568

PREDICTIVE ANALYTICS AND PROTECTION OF MASSIVE ...

The volume of data generated from human social interactions is breathtaking  data stemming from
human sensors and wearables is on the rise  and soon  machines are poised to start interacting
too. This data can be utilized to perform data analytics  which might expose valuable vivid
patterns and knowledge that would be imperative to society. In this thesis  we present novel
data mining predictive analytics solutions  ranging from location prediction through activity
recognition to prediction in the medical domain. On the other hand  such data also contains
huge volume of sensitive information that is raising serious privacy concerns. To mitigate such
concerns  we present new enhanced privacy preserving data mining techniques to protect data.

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