Defensa digital: repositorio de publicaciones de Defensa iberoamericanas

Español
Português

Está en:  › Datos de registro

A linear regression model applying fuzzy logic

Identificadores del recurso

https://sextante-ensb.com/index.php/inicio/article/view/78

10.54606/Sextante2020.v23.05

Procedencia

(Revista Sextante)

Ficha

Título:: A linear regression model applying fuzzy logic; Un modelo de regresión lineal aplicando lógica difusa
Tema:: Conjuntos difusos; Lógica difusa; Números difusos; Regresión lineal; Fuzzy logic; Fuzzy numbers; Fuzzy sets; Linear regression
Descripción:: This article makes an application of Fuzzy logic to a linear regression model with fuzzy parameters using the criteria suggested by Bo Yuan and Klir [2], comparing the results obtained with the probabilistic linear regression model.; En este artículo se hace una aplicación de la lógica difusa a modelo de regresión lineal con parámetros difusos, utilizando los criterios que sugiere Bo Yuan y Klir [2], comparando los resultados obtenidos con el modelo de regresión lineal probabilístico.
Fuente:: SEXTANTE Journal; Vol. 23 (2020): January - June 2020; 48 - 54; Revista SEXTANTE; Vol. 23 (2020): Julio - Diciembre 2020; 48 - 54; 2665-3923; 1909-4337
Idioma:: Spanish; Castilian
Relación:: https://sextante-ensb.com/index.php/inicio/article/view/78/102
Autor/Productor:: Gutiérrez, Alex; Ferreira, Wilfrido
Editor:: Escuela Naval de Suboficiales A.R.C. "Barranquilla" - Decanatura de Investigación
Derechos:: https://creativecommons.org/licenses/by-nc-nd/4.0
Fecha:: 2020-12-01
Tipo de recurso:: info:eu-repo/semantics/article; info:eu-repo/semantics/publishedVersion
Formato:: application/pdf

oai_dc

Descargar XML

<?xml version="1.0" encoding="UTF-8" ?>

< oai_dc:dc schemaLocation =" http://www.openarchives.org/OAI/2.0/oai_dc/ http://www.openarchives.org/OAI/2.0/oai_dc.xsd " >
1. < dc:title lang =" en-US " > A linear regression model applying fuzzy logic </ dc:title >
2. < dc:title lang =" es-ES " > Un modelo de regresión lineal aplicando lógica difusa </ dc:title >
3. < dc:creator > Gutiérrez, Alex </ dc:creator >
4. < dc:creator > Ferreira, Wilfrido </ dc:creator >
5. < dc:subject lang =" es-ES " > Conjuntos difusos </ dc:subject >
6. < dc:subject lang =" es-ES " > Lógica difusa </ dc:subject >
7. < dc:subject lang =" es-ES " > Números difusos </ dc:subject >
8. < dc:subject lang =" es-ES " > Regresión lineal </ dc:subject >
9. < dc:subject lang =" en-US " > Fuzzy logic </ dc:subject >
10. < dc:subject lang =" en-US " > Fuzzy numbers </ dc:subject >
11. < dc:subject lang =" en-US " > Fuzzy sets </ dc:subject >
12. < dc:subject lang =" en-US " > Linear regression </ dc:subject >
13. < dc:description lang =" en-US " > This article makes an application of Fuzzy logic to a linear regression model with fuzzy parameters using the criteria suggested by Bo Yuan and Klir [2], comparing the results obtained with the probabilistic linear regression model. </ dc:description >
14. < dc:description lang =" es-ES " > En este artículo se hace una aplicación de la lógica difusa a modelo de regresión lineal con parámetros difusos, utilizando los criterios que sugiere Bo Yuan y Klir [2], comparando los resultados obtenidos con el modelo de regresión lineal probabilístico. </ dc:description >
15. < dc:publisher lang =" es-ES " > Escuela Naval de Suboficiales A.R.C. "Barranquilla" - Decanatura de Investigación </ dc:publisher >
16. < dc:date > 2020-12-01 </ dc:date >
17. < dc:type > info:eu-repo/semantics/article </ dc:type >
18. < dc:type > info:eu-repo/semantics/publishedVersion </ dc:type >
19. < dc:format > application/pdf </ dc:format >
20. < dc:identifier > https://sextante-ensb.com/index.php/inicio/article/view/78 </ dc:identifier >
21. < dc:identifier > 10.54606/Sextante2020.v23.05 </ dc:identifier >
22. < dc:source lang =" en-US " > SEXTANTE Journal; Vol. 23 (2020): January - June 2020; 48 - 54 </ dc:source >
23. < dc:source lang =" es-ES " > Revista SEXTANTE; Vol. 23 (2020): Julio - Diciembre 2020; 48 - 54 </ dc:source >
24. < dc:source > 2665-3923 </ dc:source >
25. < dc:source > 1909-4337 </ dc:source >
26. < dc:language > spa </ dc:language >
27. < dc:relation > https://sextante-ensb.com/index.php/inicio/article/view/78/102 </ dc:relation >
28. < dc:rights lang =" es-ES " > https://creativecommons.org/licenses/by-nc-nd/4.0 </ dc:rights >
</ oai_dc:dc >

marcxml

Descargar XML

<?xml version="1.0" encoding="UTF-8" ?>

< record schemaLocation =" http://www.loc.gov/MARC21/slim http://www.loc.gov/standards/marcxml/schema/MARC21slim.xsd " >
1. < leader > nmb a2200000Iu 4500 </ leader >
2. < controlfield tag =" 008 " > "201201 2020 eng " </ controlfield >
3. < datafield ind1 =" # " ind2 =" # " tag =" 022 " >
  1. < subfield code =" a " > 2665-3923 </ subfield >
  </ datafield >
4. < datafield ind1 =" # " ind2 =" # " tag =" 022 " >
  1. < subfield code =" a " > 1909-4337 </ subfield >
  </ datafield >
5. < datafield ind1 =" 7 " ind2 =" # " tag =" 024 " >
  1. < subfield code =" a " > 10.54606/Sextante2020.v23.05 </ subfield >
  2. < subfield code =" 2 " > doi </ subfield >
  </ datafield >
6. < datafield ind1 =" " ind2 =" " tag =" 042 " >
  1. < subfield code =" a " > dc </ subfield >
  </ datafield >
7. < datafield ind1 =" 0 " ind2 =" 0 " tag =" 245 " >
  1. < subfield code =" a " > Un modelo de regresión lineal aplicando lógica difusa </ subfield >
  </ datafield >
8. < datafield ind1 =" 1 " ind2 =" " tag =" 720 " >
  1. < subfield code =" a " > Gutiérrez, Alex </ subfield >
  2. < subfield code =" u " > Departamento de Ciencias Básicas, Universidad Autónoma del Caribe, Barranquilla, Colombia </ subfield >
  </ datafield >
9. < datafield ind1 =" 1 " ind2 =" " tag =" 720 " >
  1. < subfield code =" a " > Ferreira, Wilfrido </ subfield >
  2. < subfield code =" u " > Departamento de Ciencias Básicas, Universidad Autónoma del Caribe, Barranquilla, Colombia </ subfield >
  </ datafield >
10. < datafield ind1 =" " ind2 =" " tag =" 520 " >
  1. < subfield code =" a " > En este artículo se hace una aplicación de la lógica difusa a modelo de regresión lineal con parámetros difusos, utilizando los criterios que sugiere Bo Yuan y Klir [2], comparando los resultados obtenidos con el modelo de regresión lineal probabilístico. </ subfield >
  </ datafield >
11. < datafield ind1 =" " ind2 =" " tag =" 260 " >
  1. < subfield code =" b " > Escuela Naval de Suboficiales A.R.C. "Barranquilla" - Decanatura de Investigación </ subfield >
  </ datafield >
12. < dataField ind1 =" " ind2 =" " tag =" 260 " >
  1. < subfield code =" c " > 2020-12-01 00:00:00 </ subfield >
  </ dataField >
13. < datafield ind1 =" " ind2 =" " tag =" 856 " >
  1. < subfield code =" q " > application/pdf </ subfield >
  </ datafield >
14. < datafield ind1 =" 4 " ind2 =" 0 " tag =" 856 " >
  1. < subfield code =" u " > https://sextante-ensb.com/index.php/inicio/article/view/78 </ subfield >
  </ datafield >
15. < datafield ind1 =" 0 " ind2 =" " tag =" 786 " >
  1. < subfield code =" n " > Revista SEXTANTE; Vol. 23 (2020): Julio - Diciembre 2020 </ subfield >
  </ datafield >
16. < datafield ind1 =" " ind2 =" " tag =" 546 " >
  1. < subfield code =" a " > spa </ subfield >
  </ datafield >
17. < datafield ind1 =" " ind2 =" " tag =" 540 " >
  1. < subfield code =" a " > Derechos de autor 2020 </ subfield >
  </ datafield >
</ record >

oai_marc

Descargar XML

<?xml version="1.0" encoding="UTF-8" ?>

< oai_marc catForm =" u " encLvl =" 3 " level =" m " status =" c " type =" a " schemaLocation =" http://www.openarchives.org/OAI/1.1/oai_marc http://www.openarchives.org/OAI/1.1/oai_marc.xsd " >
1. < fixfield id =" 008 " > "201201 2020 eng " </ fixfield >
2. < varfield i1 =" # " i2 =" # " id =" 022 " >
  1. < subfield label =" $a " > 2665-3923 </ subfield >
  </ varfield >
3. < varfield i1 =" # " i2 =" # " id =" 022 " >
  1. < subfield label =" $a " > 1909-4337 </ subfield >
  </ varfield >
4. < varfield i1 =" " i2 =" " id =" 042 " >
  1. < subfield label =" a " > dc </ subfield >
  </ varfield >
5. < varfield i1 =" 0 " i2 =" 0 " id =" 245 " >
  1. < subfield label =" a " > Un modelo de regresión lineal aplicando lógica difusa </ subfield >
  </ varfield >
6. < varfield i1 =" 1 " i2 =" " id =" 720 " >
  1. < subfield label =" a " > Gutiérrez, Alex </ subfield >
  2. < subfield label =" u " > Departamento de Ciencias Básicas, Universidad Autónoma del Caribe, Barranquilla, Colombia </ subfield >
  </ varfield >
7. < varfield i1 =" 1 " i2 =" " id =" 720 " >
  1. < subfield label =" a " > Ferreira, Wilfrido </ subfield >
  2. < subfield label =" u " > Departamento de Ciencias Básicas, Universidad Autónoma del Caribe, Barranquilla, Colombia </ subfield >
  </ varfield >
8. < varfield i1 =" " i2 =" " id =" 520 " >
  1. < subfield label =" a " > En este artículo se hace una aplicación de la lógica difusa a modelo de regresión lineal con parámetros difusos, utilizando los criterios que sugiere Bo Yuan y Klir [2], comparando los resultados obtenidos con el modelo de regresión lineal probabilístico. </ subfield >
  </ varfield >
9. < varfield i1 =" " i2 =" " id =" 260 " >
  1. < subfield label =" b " > Escuela Naval de Suboficiales A.R.C. "Barranquilla" - Decanatura de Investigación </ subfield >
  </ varfield >
10. < varfield i1 =" " i2 =" " id =" 260 " >
  1. < subfield label =" c " > 2020-12-01 00:00:00 </ subfield >
  </ varfield >
11. < varfield i1 =" " i2 =" " id =" 856 " >
  1. < subfield label =" q " > application/pdf </ subfield >
  </ varfield >
12. < varfield i1 =" 4 " i2 =" 0 " id =" 856 " >
  1. < subfield label =" u " > https://sextante-ensb.com/index.php/inicio/article/view/78 </ subfield >
  </ varfield >
13. < varfield i1 =" 0 " i2 =" " id =" 786 " >
  1. < subfield label =" n " > Revista SEXTANTE; Vol. 23 (2020): Julio - Diciembre 2020 </ subfield >
  </ varfield >
14. < varfield i1 =" " i2 =" " id =" 546 " >
  1. < subfield label =" a " > spa </ subfield >
  </ varfield >
15. < varfield i1 =" " i2 =" " id =" 540 " >
  1. < subfield label =" a " > Derechos de autor 2020 </ subfield >
  </ varfield >
</ oai_marc >

oai_openaire_jats

Descargar XML

<?xml version="1.0" encoding="UTF-8" ?>

< article article-type =" research-article " dtd-version =" 1.1d3 " lang =" es " >
1. < front >
  1. < journal-meta >
    1. < journal-id journal-id-type =" ojs " > inicio </ journal-id >
    2. < journal-title-group >
      1. < journal-title lang =" es " > Revista SEXTANTE </ journal-title >
      2. < trans-title-group lang =" en " >
        
        < trans-title > SEXTANTE Journal </ trans-title >
        
        </ trans-title-group >
      3. < abbrev-journal-title lang =" es " > SEXTANTE </ abbrev-journal-title >
      </ journal-title-group >
    3. < issn pub-type =" epub " > 2665-3923 </ issn >
    4. < issn pub-type =" ppub " > 1909-4337 </ issn >
    5. < publisher >
      1. < publisher-name > Escuela Naval de Suboficiales A.R.C. "Barranquilla" - Decanatura de Investigación </ publisher-name >
      </ publisher >
    </ journal-meta >
  2. < article-meta >
    1. < article-id pub-id-type =" publisher-id " > 78 </ article-id >
    2. < article-id pub-id-type =" doi " > 10.54606/Sextante2020.v23.05 </ article-id >
    3. < article-categories >
      1. < subj-group subj-group-type =" heading " lang =" es_ES " >
        
        < subject > Artículos </ subject >
        
        </ subj-group >
      </ article-categories >
    4. < title-group >
      1. < article-title lang =" es " > Un modelo de regresión lineal aplicando lógica difusa </ article-title >
      2. < trans-title-group lang =" en " >
        
        < trans-title > A linear regression model applying fuzzy logic </ trans-title >
        
        </ trans-title-group >
      </ title-group >
    5. < contrib-group content-type =" author " >
      1. < contrib >
        
        < name name-style =" western " >
        
        < surname > Gutiérrez </ surname >
        
        < given-names > Alex </ given-names >
        
        </ name >
        
        < xref ref-type =" aff " rid =" aff-1 " />
        
        </ contrib >
      2. < contrib >
        
        < name name-style =" western " >
        
        < surname > Ferreira </ surname >
        
        < given-names > Wilfrido </ given-names >
        
        </ name >
        
        < xref ref-type =" aff " rid =" aff-1 " />
        
        </ contrib >
      </ contrib-group >
    6. < aff id =" aff-1 " >
      1. < institution content-type =" orgname " > Departamento de Ciencias Básicas, Universidad Autónoma del Caribe, Barranquilla, Colombia </ institution >
      </ aff >
    7. < pub-date date-type =" pub " publication-format =" epub " >
      1. < day > 01 </ day >
      2. < month > 12 </ month >
      3. < year > 2020 </ year >
      </ pub-date >
    8. < volume > 23 </ volume >
    9. < fpage > 48 </ fpage >
    10. < lpage > 54 </ lpage >
    11. < permissions >
      1. < copyright-statement > Derechos de autor 2020 </ copyright-statement >
      2. < copyright-year > 2020 </ copyright-year >
      3. < license href =" https://creativecommons.org/licenses/by-nc-nd/4.0 " >
        
        < license-p > Esta obra está bajo una licencia internacional Creative Commons Atribución-NoComercial-SinDerivadas 4.0. </ license-p >
        
        </ license >
      4. < ali:free_to_read />
      </ permissions >
    12. < self-uri href =" https://sextante-ensb.com/index.php/inicio/article/view/78 " />
    13. < self-uri content-type =" application/pdf " href =" https://sextante-ensb.com/index.php/inicio/article/download/78/102 " />
    14. < kwd-group lang =" es " >
      1. < kwd > Conjuntos difusos </ kwd >
      2. < kwd > Lógica difusa </ kwd >
      3. < kwd > Números difusos </ kwd >
      4. < kwd > Regresión lineal </ kwd >
      </ kwd-group >
    15. < kwd-group lang =" en " >
      1. < kwd > Fuzzy logic </ kwd >
      2. < kwd > Fuzzy numbers </ kwd >
      3. < kwd > Fuzzy sets </ kwd >
      4. < kwd > Linear regression </ kwd >
      </ kwd-group >
    16. < abstract lang =" es " >
      1. < p > En este artículo se hace una aplicación de la lógica difusa a modelo de regresión lineal con parámetros difusos, utilizando los criterios que sugiere Bo Yuan y Klir [2], comparando los resultados obtenidos con el modelo de regresión lineal probabilístico. </ p >
      </ abstract >
    17. < trans-abstract lang =" en " >
      1. < p > This article makes an application of Fuzzy logic to a linear regression model with fuzzy parameters using the criteria suggested by Bo Yuan and Klir [2], comparing the results obtained with the probabilistic linear regression model. </ p >
      </ trans-abstract >
    18. < counts >
      1. < page-count count =" 7 " />
      </ counts >
    19. < custom-meta-group >
      1. < custom-meta specific-use =" access-right " >
        
        < meta-name > open access </ meta-name >
        
        < meta-value > http://purl.org/coar/access_right/c_abf2 </ meta-value >
        
        </ custom-meta >
      2. < custom-meta specific-use =" resource-type " >
        
        < meta-name > journal article </ meta-name >
        
        < meta-value > http://purl.org/coar/resource_type/c_6501 </ meta-value >
        
        </ custom-meta >
      </ custom-meta-group >
    </ article-meta >
  </ front >
</ article >

rfc1807

Descargar XML

<?xml version="1.0" encoding="UTF-8" ?>

< rfc1807 schemaLocation =" http://info.internet.isi.edu:80/in-notes/rfc/files/rfc1807.txt http://www.openarchives.org/OAI/1.1/rfc1807.xsd " >
1. < bib-version > v2 </ bib-version >
2. < id > https://sextante-ensb.com/index.php/inicio/article/view/78 </ id >
3. < entry > 2022-01-14T03:21:12Z </ entry >
4. < organization > Escuela Naval de Suboficiales A.R.C. "Barranquilla" - Decanatura de Investigación </ organization >
5. < organization > Vol. 23 (2020): Julio - Diciembre 2020; 48 - 54 </ organization >
6. < title > Un modelo de regresión lineal aplicando lógica difusa </ title >
7. < type />
8. < author > Gutiérrez, Alex; Departamento de Ciencias Básicas, Universidad Autónoma del Caribe, Barranquilla, Colombia </ author >
9. < author > Ferreira, Wilfrido; Departamento de Ciencias Básicas, Universidad Autónoma del Caribe, Barranquilla, Colombia </ author >
10. < date > 2020-12-01 </ date >
11. < copyright > Esta obra está bajo una Licencia Creative Commons Atribución-NoComercial-SinDerivadas 4.0 Internacional. </ copyright >
12. < other_access > url:https://sextante-ensb.com/index.php/inicio/article/view/78 </ other_access >
13. < keyword > Conjuntos difusos </ keyword >
14. < keyword > Lógica difusa </ keyword >
15. < keyword > Números difusos </ keyword >
16. < keyword > Regresión lineal </ keyword >
17. < language > es_ES </ language >
18. < abstract > En este artículo se hace una aplicación de la lógica difusa a modelo de regresión lineal con parámetros difusos, utilizando los criterios que sugiere Bo Yuan y Klir [2], comparando los resultados obtenidos con el modelo de regresión lineal probabilístico. </ abstract >
</ rfc1807 >