Privacy-preserving feature selection: A survey and proposing a new set of protocols

no code implementations • 17 Aug 2020 • Javad Rahimipour Anaraki, Saeed Samet

However, traditional feature selection methods are only capable of processing centralized datasets and are not able to satisfy today's distributed data processing needs.

feature selection Privacy Preserving

A Fuzzy-Rough based Binary Shuffled Frog Leaping Algorithm for Feature Selection

no code implementations • 31 Jul 2018 • Javad Rahimipour Anaraki, Saeed Samet, Mahdi Eftekhari, Chang Wook Ahn

This paper presents a new feature selection method that efficiently carries out attribute reduction, thereby selecting the most informative features of a dataset.

Attribute feature selection