Applied Artificial Neural Networks

Since their re-popularisation in the mid-1980s, artificial neural networks have seen an explosion of research across a diverse spectrum of areas. While an immense amount of research has been undertaken in artificial neural networks themselves—in terms of training, topologies, types, etc.—a similar a...

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Autores:
Tipo de recurso:
Book
Fecha de publicación:
2016
Institución:
Universidad de Bogotá Jorge Tadeo Lozano
Repositorio:
Expeditio: repositorio UTadeo
Idioma:
eng
OAI Identifier:
oai:expeditiorepositorio.utadeo.edu.co:20.500.12010/16788
Acceso en línea:
https://www.mdpi.com/books/pdfview/book/236
http://hdl.handle.net/20.500.12010/16788
Palabra clave:
Redes neuronales artificiales
Aprendizaje automático
Minería de datos
Redes neuronales
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License
Abierto (Texto Completo)
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dc.title.spa.fl_str_mv Applied Artificial Neural Networks
title Applied Artificial Neural Networks
spellingShingle Applied Artificial Neural Networks
Redes neuronales artificiales
Aprendizaje automático
Minería de datos
Redes neuronales
title_short Applied Artificial Neural Networks
title_full Applied Artificial Neural Networks
title_fullStr Applied Artificial Neural Networks
title_full_unstemmed Applied Artificial Neural Networks
title_sort Applied Artificial Neural Networks
dc.subject.spa.fl_str_mv Redes neuronales artificiales
topic Redes neuronales artificiales
Aprendizaje automático
Minería de datos
Redes neuronales
dc.subject.lemb.spa.fl_str_mv Aprendizaje automático
Minería de datos
Redes neuronales
description Since their re-popularisation in the mid-1980s, artificial neural networks have seen an explosion of research across a diverse spectrum of areas. While an immense amount of research has been undertaken in artificial neural networks themselves—in terms of training, topologies, types, etc.—a similar amount of work has examined their application to a whole host of real-world problems. Such problems are usually difficult to define and hard to solve using conventional techniques. Examples include computer vision, speech recognition, financial applications, medicine, meteorology, robotics, hydrology, etc.This Special Issue focuses on the second of these two research themes, that of the application of neural networks to a diverse range of fields and problems. It collates contributions concerning neural network applications in areas such as engineering, hydrology and medicine.
publishDate 2016
dc.date.created.none.fl_str_mv 2016-11-11
dc.date.accessioned.none.fl_str_mv 2021-01-20T20:21:31Z
dc.date.available.none.fl_str_mv 2021-01-20T20:21:31Z
dc.type.coar.spa.fl_str_mv http://purl.org/coar/resource_type/c_2f33
format http://purl.org/coar/resource_type/c_2f33
dc.identifier.isbn.none.fl_str_mv 978-3-038-42270-9
978-3-038-42271-6
dc.identifier.other.none.fl_str_mv https://www.mdpi.com/books/pdfview/book/236
dc.identifier.uri.none.fl_str_mv http://hdl.handle.net/20.500.12010/16788
dc.identifier.doi.none.fl_str_mv 10.3390/books978-3-03842-271-6
identifier_str_mv 978-3-038-42270-9
978-3-038-42271-6
10.3390/books978-3-03842-271-6
url https://www.mdpi.com/books/pdfview/book/236
http://hdl.handle.net/20.500.12010/16788
dc.language.iso.spa.fl_str_mv eng
language eng
dc.rights.coar.fl_str_mv http://purl.org/coar/access_right/c_abf2
dc.rights.local.spa.fl_str_mv Abierto (Texto Completo)
dc.rights.creativecommons.none.fl_str_mv https://creativecommons.org/licenses/by-nc-nd/4.0/legalcode
rights_invalid_str_mv Abierto (Texto Completo)
https://creativecommons.org/licenses/by-nc-nd/4.0/legalcode
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dc.format.extent.spa.fl_str_mv 260 páginas
dc.format.mimetype.spa.fl_str_mv application/pdf
dc.publisher.spa.fl_str_mv MDPI - Multidisciplinary Digital Publishing Institute
institution Universidad de Bogotá Jorge Tadeo Lozano
bitstream.url.fl_str_mv https://expeditiorepositorio.utadeo.edu.co/bitstream/20.500.12010/16788/2/license.txt
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spelling 2021-01-20T20:21:31Z2021-01-20T20:21:31Z2016-11-11978-3-038-42270-9978-3-038-42271-6https://www.mdpi.com/books/pdfview/book/236http://hdl.handle.net/20.500.12010/1678810.3390/books978-3-03842-271-6260 páginasapplication/pdfengMDPI - Multidisciplinary Digital Publishing InstituteRedes neuronales artificialesAprendizaje automáticoMinería de datosRedes neuronalesApplied Artificial Neural NetworksAbierto (Texto Completo)https://creativecommons.org/licenses/by-nc-nd/4.0/legalcodehttp://purl.org/coar/access_right/c_abf2Since their re-popularisation in the mid-1980s, artificial neural networks have seen an explosion of research across a diverse spectrum of areas. While an immense amount of research has been undertaken in artificial neural networks themselves—in terms of training, topologies, types, etc.—a similar amount of work has examined their application to a whole host of real-world problems. Such problems are usually difficult to define and hard to solve using conventional techniques. Examples include computer vision, speech recognition, financial applications, medicine, meteorology, robotics, hydrology, etc.This Special Issue focuses on the second of these two research themes, that of the application of neural networks to a diverse range of fields and problems. It collates contributions concerning neural network applications in areas such as engineering, hydrology and medicine.http://purl.org/coar/resource_type/c_2f33Dawson, ChristianLICENSElicense.txtlicense.txttext/plain; charset=utf-82938https://expeditiorepositorio.utadeo.edu.co/bitstream/20.500.12010/16788/2/license.txtabceeb1c943c50d3343516f9dbfc110fMD52open accessORIGINALApplied Artificial Neural Networks_61.pdfApplied Artificial Neural Networks_61.pdfVer documentoapplication/pdf8846149https://expeditiorepositorio.utadeo.edu.co/bitstream/20.500.12010/16788/1/Applied%20Artificial%20Neural%20Networks_61.pdfec95ae4a82e0a880a2cd42b320ef5870MD51open accessTHUMBNAILApplied Artificial Neural Networks_61.pdf.jpgApplied Artificial Neural Networks_61.pdf.jpgIM Thumbnailimage/jpeg8967https://expeditiorepositorio.utadeo.edu.co/bitstream/20.500.12010/16788/3/Applied%20Artificial%20Neural%20Networks_61.pdf.jpg1b56d7613c57644898615696206735d2MD53open access20.500.12010/16788oai:expeditiorepositorio.utadeo.edu.co:20.500.12010/167882021-01-31 18:52:42.753open accessRepositorio Institucional - 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