Bildiri & Sunum Koleksiyonu

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 ...
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 ...