{"id":"https://openalex.org/W2020692154","doi":"https://doi.org/10.1007/s12544-013-0096-y","title":"Determination the capacity of two-lane suburban roads with neural networks and effect of speed on level of service","display_name":"Determination the capacity of two-lane suburban roads with neural networks and effect of speed on level of service","publication_year":2013,"publication_date":"2013-03-16","ids":{"openalex":"https://openalex.org/W2020692154","doi":"https://doi.org/10.1007/s12544-013-0096-y","mag":"2020692154"},"language":"en","primary_location":{"id":"doi:10.1007/s12544-013-0096-y","doi":"https://doi.org/10.1007/s12544-013-0096-y","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s12544-013-0096-y","pdf_url":"https://etrr.springeropen.com/counter/pdf/10.1007/s12544-013-0096-y","source":{"id":"https://openalex.org/S106956883","display_name":"European Transport Research Review","issn_l":"1866-8887","issn":["1866-8887","1867-0717"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-scientific","cwts-core","doaj","dongbi-c","jufo-1","ki-jl-1","norway-1","poland-70","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"European Transport Research Review","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://etrr.springeropen.com/counter/pdf/10.1007/s12544-013-0096-y","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5087811897","display_name":"Mahmoud Ameri","orcid":"https://orcid.org/0000-0002-6098-1037","observed_orcids":["https://orcid.org/0000-0002-6098-1037"]},"institutions":[{"id":"https://openalex.org/I67009956","display_name":"Iran University of Science and Technology","ror":"https://ror.org/01jw2p796","country_code":"IR","type":"education","lineage":["https://openalex.org/I67009956"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Mahmoud Ameri","raw_affiliation_strings":["Civil Engineering, Transportation Research Institute, Center of Excellence for PMS, Transportation and Safety, Iran University of Science and Technology, Tehran, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Civil Engineering, Transportation Research Institute, Center of Excellence for PMS, Transportation and Safety, Iran University of Science and Technology, Tehran, Iran","institution_ids":["https://openalex.org/I67009956"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019794506","display_name":"Reza Moayedfar","orcid":"https://orcid.org/0000-0002-2577-071X","observed_orcids":["https://orcid.org/0000-0002-2577-071X"]},"institutions":[{"id":"https://openalex.org/I35510649","display_name":"Arak University","ror":"https://ror.org/00ngrq502","country_code":"IR","type":"education","lineage":["https://openalex.org/I35510649"]}],"countries":["IR"],"is_corresponding":true,"raw_author_name":"Reza Moayedfar","raw_affiliation_strings":["Transportation Engineering, Faculty of Engineering, Arak University, Arak, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Transportation Engineering, Faculty of Engineering, Arak University, Arak, Iran","institution_ids":["https://openalex.org/I35510649"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5110639944","display_name":"Fatemeh Jafari","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I110525433","display_name":"Islamic Azad University, Tehran","ror":"https://ror.org/01kzn7k21","country_code":"IR","type":"education","lineage":["https://openalex.org/I110525433"]},{"id":"https://openalex.org/I136830121","display_name":"Islamic Azad University South Tehran Branch","ror":"https://ror.org/02xc21a77","country_code":"IR","type":"education","lineage":["https://openalex.org/I110525433","https://openalex.org/I136830121"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Fatemeh Jafari","raw_affiliation_strings":["Transportation Engineering, Faculty of Engineering, Islamic Azad University, South of Tehran Branch, Tehran, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Transportation Engineering, Faculty of Engineering, Islamic Azad University, South of Tehran Branch, Tehran, Iran","institution_ids":["https://openalex.org/I110525433","https://openalex.org/I136830121"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5019794506"],"corresponding_institution_ids":["https://openalex.org/I35510649"],"apc_list":{"value":1990,"currency":"USD","value_usd":1990},"apc_paid":{"value":1990,"currency":"USD","value_usd":1990},"fwci":0.6733,"has_fulltext":true,"cited_by_count":12,"citation_normalized_percentile":{"value":0.74496056,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":87,"max":96},"biblio":{"volume":"5","issue":"4","first_page":"179","last_page":"184"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10524","display_name":"Traffic control and management","score":0.9678000211715698,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10524","display_name":"Traffic control and management","score":0.9678000211715698,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.021400000900030136,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10698","display_name":"Transportation Planning and Optimization","score":0.002899999963119626,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/road-capacity","display_name":"road capacity","score":0.6050000190734863},{"id":"https://openalex.org/keywords/service-level","display_name":"level of service","score":0.8399999737739563},{"id":"https://openalex.org/keywords/neural-network","display_name":"artificial neural networks","score":0.8240000009536743},{"id":"https://openalex.org/keywords/average-travel-speed","display_name":"average travel speed","score":0.7739999890327454},{"id":"https://openalex.org/keywords/highway-capacity-manual-2000","display_name":"Highway Capacity Manual 2000","score":0.9070000052452087},{"id":"https://openalex.org/keywords/road-safety","display_name":"road safety","score":0.5509999990463257}],"concepts":[{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.7856100797653198},{"id":"https://openalex.org/C161840515","wikidata":"https://www.wikidata.org/wiki/Q186131","display_name":"Terrain","level":2,"score":0.722408652305603},{"id":"https://openalex.org/C58037377","wikidata":"https://www.wikidata.org/wiki/Q92785211","display_name":"Level of service","level":2,"score":0.6992752552032471},{"id":"https://openalex.org/C2776983907","wikidata":"https://www.wikidata.org/wiki/Q800159","display_name":"Highway Capacity Manual","level":3,"score":0.6263862252235413},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.6195663213729858},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4436180889606476},{"id":"https://openalex.org/C168443057","wikidata":"https://www.wikidata.org/wiki/Q7001223","display_name":"Traffic volume","level":2,"score":0.4270501732826233},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.42367690801620483},{"id":"https://openalex.org/C2985733770","wikidata":"https://www.wikidata.org/wiki/Q1233007","display_name":"Travel time","level":2,"score":0.422122597694397},{"id":"https://openalex.org/C181889124","wikidata":"https://www.wikidata.org/wiki/Q380204","display_name":"Service level","level":2,"score":0.4148217737674713},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2956867218017578},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.27901896834373474},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.22375351190567017},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.20240667462348938},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.17491480708122253},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1172264814376831},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.06606608629226685},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s12544-013-0096-y","doi":"https://doi.org/10.1007/s12544-013-0096-y","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s12544-013-0096-y","pdf_url":"https://etrr.springeropen.com/counter/pdf/10.1007/s12544-013-0096-y","source":{"id":"https://openalex.org/S106956883","display_name":"European Transport Research Review","issn_l":"1866-8887","issn":["1866-8887","1867-0717"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-scientific","cwts-core","doaj","dongbi-c","jufo-1","ki-jl-1","norway-1","poland-70","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"European Transport Research Review","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1007/s12544-013-0096-y","doi":"https://doi.org/10.1007/s12544-013-0096-y","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s12544-013-0096-y","pdf_url":"https://etrr.springeropen.com/counter/pdf/10.1007/s12544-013-0096-y","source":{"id":"https://openalex.org/S106956883","display_name":"European Transport Research Review","issn_l":"1866-8887","issn":["1866-8887","1867-0717"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-scientific","cwts-core","doaj","dongbi-c","jufo-1","ki-jl-1","norway-1","poland-70","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"European Transport Research Review","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":1.0},{"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities","score":0.8787999749183655}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2020692154.pdf","grobid_xml":"https://content.openalex.org/works/W2020692154.grobid-xml"},"referenced_works_count":6,"referenced_works":["https://openalex.org/W1555857857","https://openalex.org/W2181612140","https://openalex.org/W2481417091","https://openalex.org/W2590009265","https://openalex.org/W2742850986","https://openalex.org/W2798666732"],"related_works":["https://openalex.org/W2382272732","https://openalex.org/W4220730292","https://openalex.org/W2119399065","https://openalex.org/W4238756256","https://openalex.org/W565337145","https://openalex.org/W283118732","https://openalex.org/W653958176","https://openalex.org/W2171708117","https://openalex.org/W131304326","https://openalex.org/W3202901227"],"abstract_inverted_index":{"This":[0,106],"study":[1,23],"aimed":[2],"to":[3,86,100,167],"determine":[4,87,101],"the":[5,29,40,45,59,64,77,83,102,109,140],"capacity":[6],"of":[7,16,31,48,56,58,72,104,111,130,142],"two-lane":[8],"suburban":[9],"roads":[10,41],"and":[11,35,53,120,150,164],"its":[12],"effect":[13],"on":[14,114,133,145],"level":[15,49,103,110,129,141],"service.":[17,105],"Traffic":[18],"data":[19],"used":[20,99],"in":[21,94],"this":[22,151],"prepared":[24],"from":[25,44],"statistics":[26],"available":[27],"at":[28],"site":[30],"road":[32],"transport":[33],"Organization":[34],"has":[36],"been":[37],"tried":[38],"that":[39,128,154],"are":[42],"selected":[43,69,81],"various":[46],"regions":[47],"terrain,":[50],"rolling":[51],"terrain":[52],"mountainous.":[54],"Because":[55],"advantage":[57],"neural":[60],"network":[61],"approach":[62],"than":[63,139,161],"classic":[65],"methods,":[66],"it":[67,165],"is":[68,92,137,152],"for":[70],"determining":[71],"capacity.":[73,88],"As":[74],"a":[75],"result,":[76],"5-7-1":[78],"structure":[79,85],"was":[80,98],"as":[82],"best":[84],"The":[89,125],"method":[90,107],"which":[91],"presented":[93],"HCM":[95],"2000":[96],"manual":[97],"determines":[108],"service":[112,131,143],"based":[113,132,144],"percent":[115,146],"time":[116,147],"spent":[117,148],"following":[118,149],"(PTSF)":[119],"average":[121,134,159],"travel":[122,135],"speed":[123,136,160],"(ATS).":[124],"results":[126],"show":[127],"better":[138],"indicative":[153],"drivers":[155],"move":[156],"with":[157],"higher":[158],"prevailing":[162],"condition":[163],"cause":[166],"decrease":[168],"safety.":[169]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2026-11-13T13:42:25.865203","created_date":"2016-06-24T00:00:00"}