{"id":"https://openalex.org/W2075990178","doi":"https://doi.org/10.1007/s00521-011-0778-0","title":"Forecasting highway casualties under the effect of railway development policy in Turkey using artificial neural networks","display_name":"Forecasting highway casualties under the effect of railway development policy in Turkey using artificial neural networks","publication_year":2011,"publication_date":"2011-12-16","ids":{"openalex":"https://openalex.org/W2075990178","doi":"https://doi.org/10.1007/s00521-011-0778-0","mag":"2075990178"},"language":"en","primary_location":{"id":"doi:10.1007/s00521-011-0778-0","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-011-0778-0","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computing and Applications","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5019037008","display_name":"Erdem Do\u011fan","orcid":"https://orcid.org/0000-0001-7802-641X"},"institutions":[{"id":"https://openalex.org/I45642913","display_name":"K\u0131r\u0131kkale University","ror":"https://ror.org/01zhwwf82","country_code":"TR","type":"education","lineage":["https://openalex.org/I45642913"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Erdem Do\u011fan","raw_affiliation_strings":["Faculty of Engineering, Department of Civil Engineering, K\u0131r\u0131kkale University, 71451, K\u0131r\u0131kkale, Turkey","KIRIKKALE UN\u0130VERSITY"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Engineering, Department of Civil Engineering, K\u0131r\u0131kkale University, 71451, K\u0131r\u0131kkale, Turkey","institution_ids":["https://openalex.org/I45642913"]},{"raw_affiliation_string":"KIRIKKALE UN\u0130VERSITY","institution_ids":["https://openalex.org/I45642913"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058120601","display_name":"Ali Pay\u0131dar Akg\u00fcng\u00f6r","orcid":"https://orcid.org/0000-0003-0669-5715"},"institutions":[{"id":"https://openalex.org/I45642913","display_name":"K\u0131r\u0131kkale University","ror":"https://ror.org/01zhwwf82","country_code":"TR","type":"education","lineage":["https://openalex.org/I45642913"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Ali Pay\u0131dar Akg\u00fcng\u00f6r","raw_affiliation_strings":["Faculty of Engineering, Department of Civil Engineering, K\u0131r\u0131kkale University, 71451, K\u0131r\u0131kkale, Turkey","KIRIKKALE UN\u0130VERSITY"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Engineering, Department of Civil Engineering, K\u0131r\u0131kkale University, 71451, K\u0131r\u0131kkale, Turkey","institution_ids":["https://openalex.org/I45642913"]},{"raw_affiliation_string":"KIRIKKALE UN\u0130VERSITY","institution_ids":["https://openalex.org/I45642913"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5058120601"],"corresponding_institution_ids":["https://openalex.org/I45642913"],"apc_list":{"value":2990,"currency":"USD","value_usd":2990},"apc_paid":null,"fwci":2.1683,"has_fulltext":false,"cited_by_count":42,"citation_normalized_percentile":{"value":0.89800489,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"22","issue":"5","first_page":"869","last_page":"877"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10370","display_name":"Traffic and Road Safety","score":0.9947999715805054,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"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/T10370","display_name":"Traffic and Road Safety","score":0.9947999715805054,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"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/T11606","display_name":"Infrastructure Maintenance and Monitoring","score":0.9908999800682068,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural 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":0.9898999929428101,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/mean-absolute-percentage-error","display_name":"Mean absolute percentage error","score":0.7330842018127441},{"id":"https://openalex.org/keywords/mean-squared-error","display_name":"Mean squared error","score":0.7178503274917603},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6615569591522217},{"id":"https://openalex.org/keywords/sigmoid-function","display_name":"Sigmoid function","score":0.5524133443832397},{"id":"https://openalex.org/keywords/mean-absolute-error","display_name":"Mean absolute error","score":0.531204879283905},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.44441476464271545},{"id":"https://openalex.org/keywords/per-capita","display_name":"Per capita","score":0.4172448217868805},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4167403280735016},{"id":"https://openalex.org/keywords/coefficient-of-determination","display_name":"Coefficient of determination","score":0.41051003336906433},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.36133328080177307},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.29099446535110474},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2659569978713989},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.15637898445129395}],"concepts":[{"id":"https://openalex.org/C150217764","wikidata":"https://www.wikidata.org/wiki/Q6803607","display_name":"Mean absolute percentage error","level":3,"score":0.7330842018127441},{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.7178503274917603},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6615569591522217},{"id":"https://openalex.org/C81388566","wikidata":"https://www.wikidata.org/wiki/Q526668","display_name":"Sigmoid function","level":3,"score":0.5524133443832397},{"id":"https://openalex.org/C188154048","wikidata":"https://www.wikidata.org/wiki/Q6803609","display_name":"Mean absolute error","level":3,"score":0.531204879283905},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.44441476464271545},{"id":"https://openalex.org/C127598652","wikidata":"https://www.wikidata.org/wiki/Q558635","display_name":"Per capita","level":3,"score":0.4172448217868805},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4167403280735016},{"id":"https://openalex.org/C128990827","wikidata":"https://www.wikidata.org/wiki/Q192830","display_name":"Coefficient of determination","level":2,"score":0.41051003336906433},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.36133328080177307},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.29099446535110474},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2659569978713989},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.15637898445129395},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00521-011-0778-0","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-011-0778-0","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computing and Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W19044724","https://openalex.org/W1582555728","https://openalex.org/W1980877293","https://openalex.org/W1982857411","https://openalex.org/W2029465784","https://openalex.org/W2031748801","https://openalex.org/W2050419479","https://openalex.org/W2053531352","https://openalex.org/W2065657927","https://openalex.org/W2066816378","https://openalex.org/W2070779353","https://openalex.org/W2096950984","https://openalex.org/W2114534220","https://openalex.org/W2142990304","https://openalex.org/W2483502061","https://openalex.org/W4300920540"],"related_works":["https://openalex.org/W4385398859","https://openalex.org/W3121369812","https://openalex.org/W3178576217","https://openalex.org/W4316658904","https://openalex.org/W2106583216","https://openalex.org/W4304606463","https://openalex.org/W2136152605","https://openalex.org/W2933969434","https://openalex.org/W4291801331","https://openalex.org/W4200374151"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":12},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":2}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}