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Computer methods and applications

Grant number: 14/26514-3
Support type:Research Grants - Visiting Researcher Grant - International
Duration: October 09, 2015 - December 08, 2015
Field of knowledge:Interdisciplinary Subjects
Principal researcher:Juan Carlos Gutiérrez Fernández
Grantee:Juan Carlos Gutiérrez Fernández
Visiting researcher: José Ignacio Martínez Torrez
Visiting researcher institution: Universidad Rey Juan Carlos, Móstoles (URJC), Spain
Home Institution: Instituto de Matemática e Estatística (IME). Universidade de São Paulo (USP). São Paulo , SP, Brazil

Abstract

We intend to work in the following three relatively different subjects using computational techniques: (1) Support Vector Machines (SVM) belong to a family of supervised learning algorithms that can efficiently solve classification and regression problems. In this project we propose two improvements for the SVM classification problem with a strong emphasis in the hardware implementation; (2) Build computationally nuclear Bernstein-Jordan algebra, and use this software to solve algebraic problems; (3) study the derivations of Weyl type algebras. (AU)

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