Propuesta de Refinamiento de un Algoritmo de Minería de Datos para Detección de Pacientes

Garcia Mora Omar Fernando; Federico Cirett-Galán; Raquel Torres-Peralta

Propuesta de Refinamiento de un Algoritmo de Minería de Datos para Detección de Pacientes

Translated title of the contribution: Proposal for the Refinement of a Data Mining Algorithm for Patient Detection

Garcia Mora Omar Fernando^*, Federico Cirett-Galán, Raquel Torres-Peralta

^*Corresponding author for this work

Departamento de Ingeniería Industrial

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Abstract

This article proposes a strategy for the refinement of an automatic grouping algorithm belonging to the preventive medicine area of a Public Health Institution to improve the detection of diabetic patients. In particular, a strategy is presented to increase the generation of knowledge through the use of data mining techniques, in which it is proposed to add variables that allow a better description of the group of patients to improve the accuracy of the algorithm.

Translated title of the contribution	Proposal for the Refinement of a Data Mining Algorithm for Patient Detection
Original language	Spanish
Title of host publication	Avances de Investigación en Ingeniería en el Estado de Sonora
Editors	Oscar M. Rodríguez-Elias
Place of Publication	México
Publisher	Tecnológico Nacional de México
Pages	143-145
Number of pages	3
Volume	5
Edition	1
State	Published - 30 Nov 2019

Keywords

Data mining
Knowledge Discovery
K-means
Health awareness

Access to Document

http://www.aviies.ith.mx/revistas/AvIIES-2019.pdfLicense: Unspecified

Cite this

Omar Fernando, G. M., Cirett-Galán, F., & Torres-Peralta, R. (2019). Propuesta de Refinamiento de un Algoritmo de Minería de Datos para Detección de Pacientes. In O. M. Rodríguez-Elias (Ed.), Avances de Investigación en Ingeniería en el Estado de Sonora (1 ed., Vol. 5, pp. 143-145). Tecnológico Nacional de México. http://www.aviies.ith.mx/revistas/AvIIES-2019.pdf

@inproceedings{af2bee6c524140f08a769a502d40dd74,

title = "Propuesta de Refinamiento de un Algoritmo de Miner{\'i}a de Datos para Detecci{\'o}n de Pacientes",

abstract = "This article proposes a strategy for the refinement of an automatic grouping algorithm belonging to the preventive medicine area of a Public Health Institution to improve the detection of diabetic patients. In particular, a strategy is presented to increase the generation of knowledge through the use of data mining techniques, in which it is proposed to add variables that allow a better description of the group of patients to improve the accuracy of the algorithm.",

keywords = "Data mining, Knowledge Discovery, K-means, Health awareness",

author = "{Omar Fernando}, {Garcia Mora} and Federico Cirett-Gal{\'a}n and Raquel Torres-Peralta",

year = "2019",

month = nov,

day = "30",

language = "Espa{\~n}ol",

volume = "5",

pages = "143--145",

editor = "Rodr{\'i}guez-Elias, {Oscar M.}",

booktitle = "Avances de Investigaci{\'o}n en Ingenier{\'i}a en el Estado de Sonora",

publisher = "Tecnol{\'o}gico Nacional de M{\'e}xico",

edition = "1",

}

Omar Fernando, GM, Cirett-Galán, F & Torres-Peralta, R 2019, Propuesta de Refinamiento de un Algoritmo de Minería de Datos para Detección de Pacientes. in OM Rodríguez-Elias (ed.), Avances de Investigación en Ingeniería en el Estado de Sonora. 1 edn, vol. 5, Tecnológico Nacional de México, México, pp. 143-145. <http://www.aviies.ith.mx/revistas/AvIIES-2019.pdf>

Propuesta de Refinamiento de un Algoritmo de Minería de Datos para Detección de Pacientes. / Omar Fernando, Garcia Mora; Cirett-Galán, Federico ; Torres-Peralta, Raquel.
Avances de Investigación en Ingeniería en el Estado de Sonora. ed. / Oscar M. Rodríguez-Elias. Vol. 5 1. ed. México: Tecnológico Nacional de México, 2019. p. 143-145.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

TY - GEN

T1 - Propuesta de Refinamiento de un Algoritmo de Minería de Datos para Detección de Pacientes

AU - Omar Fernando, Garcia Mora

AU - Cirett-Galán, Federico

AU - Torres-Peralta, Raquel

PY - 2019/11/30

Y1 - 2019/11/30

N2 - This article proposes a strategy for the refinement of an automatic grouping algorithm belonging to the preventive medicine area of a Public Health Institution to improve the detection of diabetic patients. In particular, a strategy is presented to increase the generation of knowledge through the use of data mining techniques, in which it is proposed to add variables that allow a better description of the group of patients to improve the accuracy of the algorithm.

AB - This article proposes a strategy for the refinement of an automatic grouping algorithm belonging to the preventive medicine area of a Public Health Institution to improve the detection of diabetic patients. In particular, a strategy is presented to increase the generation of knowledge through the use of data mining techniques, in which it is proposed to add variables that allow a better description of the group of patients to improve the accuracy of the algorithm.

KW - Data mining

KW - Knowledge Discovery

KW - K-means

KW - Health awareness

M3 - Contribución a la conferencia

VL - 5

SP - 143

EP - 145

BT - Avances de Investigación en Ingeniería en el Estado de Sonora

A2 - Rodríguez-Elias, Oscar M.

PB - Tecnológico Nacional de México

CY - México

ER -

Propuesta de Refinamiento de un Algoritmo de Minería de Datos para Detección de Pacientes

Abstract

Keywords

Access to Document

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