A Systematic Literature Review on Support Vector Machines Applied to Classification

Cano Lengua M.A.; Papa Quiroz E.A. · Proceedings of the 2020 IEEE Engineering International Research Conference, EIRCON 2020 (2020) · DOI: 10.1109/eircon51178.2020.9254028

Resumen

This paper aims to identify the current state of the art of the latest research related to support vector machines through a literature review system according to the methodology proposed by Kitchenham and Charter, in order to answer the following research questions: Q1: In which research areas are they used? Q2: What are the main applications related with classification? Q3: What optimization methods or algorithms are used in SVMs?

Instituciones: Universidad Nacional Mayor de San Marcos