Parallelization of a novel frequent itemset hiding algorithm on a cpu-gpu platform
tarafından
 
Heye, Samuel Bacha, author.

Başlık
Parallelization of a novel frequent itemset hiding algorithm on a cpu-gpu platform

Yazar
Heye, Samuel Bacha, author.

Yazar Ek Girişi
Heye, Samuel Bacha, author.

Fiziksel Tanımlama
xi, 114 leaves:+ 1 computer laser optical disc.

Özet
Data mining is used to extract useful information from large data. But the organizations which mine the data might not be the owner of the data. So, before the owners can make their data accessible for data mining they want to make sure that no sensitive information can be mined from the released data whose discovery by others might harm them. Itemset hiding is one mechanism to prevent the disclosure of sensitive itemsets. In this thesis, a new integer programing based itemset hiding algorithm was developed and a mechanism to speed up the computation time of its implementation was proposed by using parallel computation on Graphical Processing Units (GPUs).

Konu Başlığı
Association rule mining.
 
Data mining.
 
Graphics processing units .

Yazar Ek Girişi
Ayav, Tolga

Tüzel Kişi Ek Girişi
İzmir Institute of Technology. Computer Engineering.

Tek Biçim Eser Adı
Thesis (Master)--İzmir Institute of Technology: Computer Engineering.
 
İzmir Institute of Technology: Computer Engineering--Thesis (Master).

Elektronik Erişim
Access to Electronic Versiyon.


LibraryMateryal TürüDemirbaş NumarasıYer NumarasıDurumu/İade Tarihi
IYTE LibraryTezT001248QA76.9.D343 H49 2014Tez Koleksiyonu