Yazar "Du, Wenliang" için listeleme
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Effects of Inconsistently Masked Data Using RPT on CF with Privacy
Polat, Hüseyin; Du, Wenliang (Assoc Computing Machinery, 2007)Randomized perturbation techniques (RPT) are applied to perturb the customers' private data to protect privacy while providing accurate referrals. In the RPT-based collaborative filtering (CF) with privacy schemes, proposed ... -
Effects of inconsistently masked data using RPT on CF with privacy
Polat, Hüseyin; Du, Wenliang (2007)Randomized perturbation techniques (RPT) are applied to perturb the customers' private data to protect privacy while providing accurate referrals. In the RPT-based collaborative filtering (CF) with privacy schemes, proposed ... -
Privacy-preserving top-N recommendation on distributed data
Polat, Hüseyin; Du, Wenliang (Wiley, 2008)Traditional collaborative filtering (CF) systems perform filtering tasks on existing databases; however, data collected for recommendation purposes may split between different online vendors. To generate better predictions, ... -
Private predictions on hidden Markov models
Polat, Hüseyin; Du, Wenliang; Renckes, Şahin; Oysal, Yusuf (Springer, 2010)Hidden Markov models (HMMs) are widely used in practice to make predictions. They are becoming increasingly popular models as part of prediction systems in finance, marketing, bio-informatics, speech recognition, signal ...
