Yazar "Zorarpacı, Ezgi" için listeleme
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Data clustering using leaders and followers optimization and differential evolution
Zorarpacı, Ezgi (Elsevier, 2022)Data clustering is an important research topic in data mining. Although cluster analysis based on optimization algorithms has attracted great attention, optimization-based techniques face difficul-ties due to the non-linear ... -
A Hybrid Dimension Reduction Based Linear Discriminant Analysis for Classification of High-Dimensional Data
Zorarpacı, Ezgi (Institute of Electrical and Electronics Engineers Inc., 2021)Linear discriminant analysis (LDA) is a notable classification algorithm thanks to its major success in many applications of the real-world. In spite of its successfulness for low-dimensional data, a dimension reduction ... -
Privacy preserving classification over differentially private data
Zorarpacı, Ezgi; Özel, Selma Ayşe (Wiley, 2021)Privacy preserving data classification is an important research area in data mining field. The goal of a privacy preserving classification algorithm is to protect the sensitive information as much as possible, while providing ... -
Privacy preserving rule-based classifier using modified artificial bee colony algorithm
Zorarpacı, Ezgi; Özel, Selma Ayşe (Elsevier, 2021)Privacy preserving data mining is a hot research field of data mining. The aim of privacy preserving data mining is to prevent the leakage of the sensitive information of individuals while performing data mining techniques. ... -
A Turkish Text Classification Based Feature Selection and Density Peaks Clustering
Zorarpacı, Ezgi (Institute of Electrical and Electronics Engineers Inc., 2023)Text classification, a well-known Natural Language Processing (NLP) task, can be defined as the process of categorizing documents according to their content. In this process, the selection of classification algorithms and ...
