PROCESOS DE CLASIFICACIÓN SUPERVISADOS COMO HERRAMIENTA DE MONITOREO DEL PATRIMONIO CULTURAL EDIFICADO

Veronica Cristina Heras Barros; Juan Carlos Briones Orellana; Edison Roman Sinchi Tenesaca

PROCESOS DE CLASIFICACIÓN SUPERVISADOS COMO HERRAMIENTA DE MONITOREO DEL PATRIMONIO CULTURAL EDIFICADO

Veronica Cristina Heras Barros
, Juan Carlos Briones Orellana
, Edison Roman Sinchi Tenesaca

Research output: Contribution to conference › Paper › peer-review

Abstract

The Historic Center of Santa Ana de los Ríos de Cuenca was incorporated in 1999 to the UNESCTO World Heritage List. However, the absence of conservation policies has led to the lost of the heritage values on which the listing criteria of Cuenca are based. In this respect, this research proposes to use a supervised classification method known as Support Vector Machines (SVM) to determine heritage elements that need to be monitored at a territorial scale. The results have shown a real possibility to control different elements accurately with a low computational load.

Original language	Spanish
State	Published - 1 Jan 2018
Externally published	Yes
Event	IV Encuentro “PRECOM3OS 2017: Patrimonio y Desarrollo frente a las Transformaciones - ECUADOR, Cuenca Duration: 10 Feb 2017 → 10 Mar 2017 http://apibuscador.ucuenca.edu.ec/api/documentos/download/9d8f32d6-fedb-46ff-a49c-b07a668ac283;1.0 http://apibuscador.ucuenca.edu.ec/api/documentos/download/748689de-9a68-4062-bd8f-56d4ed9f4c10;1.0

Conference

Conference	IV Encuentro “PRECOM3OS 2017: Patrimonio y Desarrollo frente a las Transformaciones
City	Cuenca
Period	10/02/17 → 10/03/17
Internet address	http://apibuscador.ucuenca.edu.ec/api/documentos/download/9d8f32d6-fedb-46ff-a49c-b07a668ac283;1.0 http://apibuscador.ucuenca.edu.ec/api/documentos/download/748689de-9a68-4062-bd8f-56d4ed9f4c10;1.0

Keywords

Monitoreo
Clasificación supervisada
Gestión
Patrimonio edificado

Cite this

@conference{5a931b1ad435490e9a5747dab7ec0f2c,

title = "PROCESOS DE CLASIFICACI{\'O}N SUPERVISADOS COMO HERRAMIENTA DE MONITOREO DEL PATRIMONIO CULTURAL EDIFICADO",

abstract = "The Historic Center of Santa Ana de los R{\'i}os de Cuenca was incorporated in 1999 to the UNESCTO World Heritage List. However, the absence of conservation policies has led to the lost of the heritage values on which the listing criteria of Cuenca are based. In this respect, this research proposes to use a supervised classification method known as Support Vector Machines (SVM) to determine heritage elements that need to be monitored at a territorial scale. The results have shown a real possibility to control different elements accurately with a low computational load.",

keywords = "Monitoreo, Clasificaci{\'o}n supervisada, Gesti{\'o}n, Patrimonio edificado, Monitoreo, Clasificaci{\'o}n supervisada, Gesti{\'o}n, Patrimonio edificado",

author = "\{Heras Barros\}, \{Veronica Cristina\} and \{Briones Orellana\}, \{Juan Carlos\} and \{Sinchi Tenesaca\}, \{Edison Roman\}",

year = "2018",

month = jan,

day = "1",

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

note = "IV Encuentro “PRECOM3OS 2017: Patrimonio y Desarrollo frente a las Transformaciones ; Conference date: 10-02-2017 Through 10-03-2017",

url = "http://apibuscador.ucuenca.edu.ec/api/documentos/download/9d8f32d6-fedb-46ff-a49c-b07a668ac283;1.0, http://apibuscador.ucuenca.edu.ec/api/documentos/download/748689de-9a68-4062-bd8f-56d4ed9f4c10;1.0",

}

PROCESOS DE CLASIFICACIÓN SUPERVISADOS COMO HERRAMIENTA DE MONITOREO DEL PATRIMONIO CULTURAL EDIFICADO. / Heras Barros, Veronica Cristina; Briones Orellana, Juan Carlos; Sinchi Tenesaca, Edison Roman.
2018. Paper presented at IV Encuentro “PRECOM3OS 2017: Patrimonio y Desarrollo frente a las Transformaciones, Cuenca.

Research output: Contribution to conference › Paper › peer-review

TY - CONF

T1 - PROCESOS DE CLASIFICACIÓN SUPERVISADOS COMO HERRAMIENTA DE MONITOREO DEL PATRIMONIO CULTURAL EDIFICADO

AU - Heras Barros, Veronica Cristina

AU - Briones Orellana, Juan Carlos

AU - Sinchi Tenesaca, Edison Roman

PY - 2018/1/1

Y1 - 2018/1/1

N2 - The Historic Center of Santa Ana de los Ríos de Cuenca was incorporated in 1999 to the UNESCTO World Heritage List. However, the absence of conservation policies has led to the lost of the heritage values on which the listing criteria of Cuenca are based. In this respect, this research proposes to use a supervised classification method known as Support Vector Machines (SVM) to determine heritage elements that need to be monitored at a territorial scale. The results have shown a real possibility to control different elements accurately with a low computational load.

AB - The Historic Center of Santa Ana de los Ríos de Cuenca was incorporated in 1999 to the UNESCTO World Heritage List. However, the absence of conservation policies has led to the lost of the heritage values on which the listing criteria of Cuenca are based. In this respect, this research proposes to use a supervised classification method known as Support Vector Machines (SVM) to determine heritage elements that need to be monitored at a territorial scale. The results have shown a real possibility to control different elements accurately with a low computational load.

KW - Monitoreo

KW - Clasificación supervisada

KW - Gestión

KW - Patrimonio edificado

KW - Monitoreo

KW - Clasificación supervisada

KW - Gestión

KW - Patrimonio edificado

UR - http://dspace.ucuenca.edu.ec/handle/123456789/35487

M3 - Artículo

T2 - IV Encuentro “PRECOM3OS 2017: Patrimonio y Desarrollo frente a las Transformaciones

Y2 - 10 February 2017 through 10 March 2017

ER -

PROCESOS DE CLASIFICACIÓN SUPERVISADOS COMO HERRAMIENTA DE MONITOREO DEL PATRIMONIO CULTURAL EDIFICADO

Abstract

Conference

Keywords

Other files and links

Cite this