Mostrar o rexistro simple do ítem

dc.contributor.authorTaboada, Guillermo L.
dc.contributor.authorHan, Liangxiu
dc.date.accessioned2020-11-04T15:18:20Z
dc.date.available2020-11-04T15:18:20Z
dc.date.issued2020-08-07
dc.identifier.citationTaboada, G.L.; Han, L. Exploratory Data Analysis and Data Envelopment Analysis of Urban Rail Transit. Electronics 2020, 9, 1270.es_ES
dc.identifier.issn2079-9292
dc.identifier.urihttp://hdl.handle.net/2183/26642
dc.description.abstract[Abstract] This paper deals with the efficiency and sustainability of urban rail transit (URT) using exploratory data analytics (EDA) and data envelopment analysis (DEA). The first stage of the proposed methodology is EDA with already available indicators (e.g., the number of stations and passengers), and suggested indicators (e.g., weekly frequencies, link occupancy rates, and CO2 footprint per journey) to directly characterize the efficiency and sustainability of this transport mode. The second stage is to assess the efficiency of URT with two original models, based on a thorough selection of input and output variables, which is one of the key contributions of EDA to this methodology. The first model compares URT against other urban transport modes, applicable to route personalization, and the second scores the efficiency of URT lines. The main outcome of this paper is the proposed methodology, which has been experimentally validated using open data from the Transport for London (TfL) URT network and additional sources.es_ES
dc.description.sponsorshipMinisterio de Economía, Industria y Competitividad; TIN2016-75845-Pes_ES
dc.description.sponsorshipAgencia Estatal de Investigación; SNEO-20161147es_ES
dc.description.sponsorshipXunta de Galicia; ED431G2019/01es_ES
dc.description.sponsorshipXunta de Galicia; ED431C 2017/04es_ES
dc.description.sponsorshipXunta de Galicia; ED431G2019/01es_ES
dc.language.isoenges_ES
dc.publisherMDPI AGes_ES
dc.relation.urihttps://doi.org/10.3390/electronics9081270es_ES
dc.rightsAtribución 4.0 Españaes_ES
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/es/*
dc.subjectUrban Rail Transit (URT)es_ES
dc.subjectExploratory Data Analysis (EDA)es_ES
dc.subjectData Envelopment Analysis (DEA)es_ES
dc.subjectSustainable transport systemses_ES
dc.subjectIntelligent Transportation Systems (ITS)es_ES
dc.subjectBig-data applicationses_ES
dc.titleExploratory Data Analysis and Data Envelopment Analysis of Urban Rail Transites_ES
dc.typeinfo:eu-repo/semantics/articlees_ES
dc.rights.accessinfo:eu-repo/semantics/openAccesses_ES
UDC.journalTitleElectronicses_ES
UDC.volume9es_ES
UDC.issue8es_ES
UDC.startPage1270es_ES
dc.identifier.doi10.3390/electronics9081270


Ficheiros no ítem

Thumbnail
Thumbnail

Este ítem aparece na(s) seguinte(s) colección(s)

Mostrar o rexistro simple do ítem