Proceedings of the Fourth International Workshop on Knowledge Discovery, Knowledge Management and Decision Support

High Cardiovascular Risk Models for a city in the Central Region of Cuba

Authors
Gladys M. Casas-Cardoso, Jorge Luis Morales-Martínez, Lisset Denoda-Pérez, Leidys Cabrera-Hernández, Lucía Argüelles-Cortés, Emilio González-Rodríguez
Corresponding Author
Gladys M. Casas-Cardoso
Available Online October 2013.
DOI
https://doi.org/10.2991/.2013.36How to use a DOI?
Keywords
High Cardiovascular Risk, Fuzzy Logic, multiclassifier, diversity measures
Abstract
This research is based on the study of a real database, in order to determine the factors of the High Cardiovascular Risk in the city of Santa Clara, in the Central Region of Cuba. Mathematical models of the high risk index, consid-ering the characteristics of the population of the city are obtained. Four multivariate statistical techniques are ap-plied to obtain the mathematical models: Linear Discrimi-nant Analysis, Logistic Regression, Classification Trees and a Fuzzy Logic based model. Diversity measures are calculated for the base classifier. As a result, a set of clas-sifiers are combined into a multiclassifier. This model is better than the others. The statistical package SPSS, Mi-crosoft Excel and EFuzzy software were used to perform all the calculus.
Open Access
This is an open access article distributed under the CC BY-NC license.

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Proceedings
Fourth International Workshop on Knowledge Discovery, Knowledge Management and Decision Support
Part of series
Advances in Intelligent Systems Research
Publication Date
October 2013
ISBN
978-90-78677-86-4
ISSN
1951-6851
DOI
https://doi.org/10.2991/.2013.36How to use a DOI?
Open Access
This is an open access article distributed under the CC BY-NC license.

Cite this article

TY  - CONF
AU  - Gladys M. Casas-Cardoso
AU  - Jorge Luis Morales-Martínez
AU  - Lisset Denoda-Pérez
AU  - Leidys Cabrera-Hernández
AU  - Lucía Argüelles-Cortés
AU  - Emilio González-Rodríguez
PY  - 2013/10
DA  - 2013/10
TI  - High Cardiovascular Risk Models for a city in the Central Region of Cuba
BT  - Fourth International Workshop on Knowledge Discovery, Knowledge Management and Decision Support
PB  - Atlantis Press
SP  - 295
EP  - 302
SN  - 1951-6851
UR  - https://doi.org/10.2991/.2013.36
DO  - https://doi.org/10.2991/.2013.36
ID  - Casas-Cardoso2013/10
ER  -