23 citations · 74 across the 26 of their papers we have counts for
4 papers · 1 filter
Privacy Preserving PageRank Algorithm By Using Secure Multi-Party Computation
Ferhat Ozgur Catak
In this work, we study the problem of privacy preserving computation on PageRank algorithm. The idea is to enforce the secure multi party computation of the algorithm iteratively u…
Secure Multi-Party Computation Based Privacy Preserving Extreme Learning Machine Algorithm Over Vertically Distributed Data
Ferhat Özgür Çatak
Especially in the Big Data era, the usage of different classification methods is increasing day by day. The success of these classification methods depends on the effectiveness of…
Robust Ensemble Classifier Combination Based on Noise Removal with One-Class SVM
Ferhat Özgür Çatak
In machine learning area, as the number of labeled input samples becomes very large, it is very difficult to build a classification model because of input data set is not fit in a…
Classification with Boosting of Extreme Learning Machine Over Arbitrarily Partitioned Data
Ferhat Özgür Çatak
Machine learning based computational intelligence methods are widely used to analyze large scale data sets in this age of big data. Extracting useful predictive modeling from these…