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http://www.ru.iimas.unam.mx/handle/IIMAS_UNAM/ART11Registro completo de metadatos
| Campo DC | Valor | Lengua/Idioma |
|---|---|---|
| dc.contributor.author | Gershenson, Carlos | - |
| dc.contributor.author | Fernández, Nelson | - |
| dc.coverage.spatial | US | - |
| dc.creator | Santamaria-Bonfil, Guillermo | - |
| dc.date.accessioned | 2021-11-13T00:01:53Z | - |
| dc.date.available | 2021-11-13T00:01:53Z | - |
| dc.date.issued | 2017-03-28 | - |
| dc.identifier.citation | Santamaría-Bonfil G, Gershenson C and Fernández N (2017) A Package for Measuring Emergence, Self-organization, and Complexity Based on Shannon Entropy. Front. Robot. AI 4:10. doi: 10.3389/frobt.2017.00010 | - |
| dc.identifier.uri | http://www.ru.iimas.unam.mx/handle/IIMAS_UNAM/ART11 | - |
| dc.description.abstract | We present a set of Matlab/Octave functions to compute measures of emergence, self-organization, and complexity applied to discrete and continuous data. These measures are based on Shannon’s information and differential entropy. Examples from different datasets and probability distributions are provided to show how to use our proposed code. | - |
| dc.format | application/pdf | - |
| dc.language.iso | eng | - |
| dc.publisher | Frontiers Media S.A. | - |
| dc.rights | openAccess | - |
| dc.rights.uri | http://creativecommons.org/licenses/by/4.0 | - |
| dc.source | Frontiers in Robotics and AI(2296-9144), Vol. 4(10), (2017) | - |
| dc.subject | emergence | - |
| dc.subject | self-organization | - |
| dc.subject | complexity | - |
| dc.subject | machine learning datasets | - |
| dc.subject.classification | Ingeniería y Tecnología | - |
| dc.title | A Package for Measuring emergence, Self-organization, and Complexity Based on Shannon entropy | - |
| dc.type | article | - |
| dc.type | publishedVersion | - |
| dcterms.creator | SANTAMARIA BONFIL, GUILLERMO::cvu:: 299682 | - |
| dcterms.creator | GERSHENSON GARCIA, CARLOS::cvu::39196 | - |
| dcterms.creator | Fernández, Nelson::orcid::0000-0002-6703-2803 | - |
| dc.audience | researchers | - |
| dc.audience | students | - |
| dc.audience | teachers | - |
| dc.identifier.doi | http://dx.doi.org/10.3389/frobt.2017.00010 | - |
| dc.relation.ispartofjournal | https://www.frontiersin.org/journals/robotics-and-ai | - |
| Aparece en las colecciones: | Artículos | |
Texto completo:
| Archivo | Descripción | Tamaño | Formato | |
|---|---|---|---|---|
| ART11.pdf | 4.43 MB | Adobe PDF | Visualizar/Abrir |
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