{"id":"https://openalex.org/W3121057636","doi":"https://doi.org/10.1007/s00521-020-05564-5","title":"LSTM training set analysis and clustering model development for short-term traffic flow prediction","display_name":"LSTM training set analysis and clustering model development for short-term traffic flow prediction","publication_year":2021,"publication_date":"2021-01-11","ids":{"openalex":"https://openalex.org/W3121057636","doi":"https://doi.org/10.1007/s00521-020-05564-5","mag":"3121057636"},"language":"en","primary_location":{"id":"doi:10.1007/s00521-020-05564-5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-020-05564-5","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":true,"raw_author_name":"Erdem Do\u011fan","raw_affiliation_strings":["Civil Engineering Department, K\u0131r\u0131kkale University, Yah\u015fihan, K\u0131r\u0131kkale, 71451, Turkey"],"raw_orcid":"https://orcid.org/0000-0001-7802-641X","affiliations":[{"raw_affiliation_string":"Civil Engineering Department, K\u0131r\u0131kkale University, Yah\u015fihan, K\u0131r\u0131kkale, 71451, Turkey","institution_ids":["https://openalex.org/I45642913"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5019037008"],"corresponding_institution_ids":["https://openalex.org/I45642913"],"apc_list":{"value":2990,"currency":"USD","value_usd":2990},"apc_paid":null,"fwci":2.2921,"has_fulltext":false,"cited_by_count":30,"citation_normalized_percentile":{"value":0.86372973,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"33","issue":"17","first_page":"11175","last_page":"11188"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11344","display_name":"Traffic Prediction and Management Techniques","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T11344","display_name":"Traffic Prediction and Management Techniques","score":1.0,"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"}},{"id":"https://openalex.org/T10524","display_name":"Traffic control and management","score":0.9945999979972839,"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/T10698","display_name":"Transportation Planning and Optimization","score":0.9926000237464905,"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/computer-science","display_name":"Computer science","score":0.8073127865791321},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.7176322340965271},{"id":"https://openalex.org/keywords/term","display_name":"Term (time)","score":0.6677812337875366},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.6602789163589478},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.6409493088722229},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5489566326141357},{"id":"https://openalex.org/keywords/training","display_name":"Training (meteorology)","score":0.5389673709869385},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5279173851013184},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4751836359500885},{"id":"https://openalex.org/keywords/training-set","display_name":"Training set","score":0.4218355715274811},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3679555654525757}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8073127865791321},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7176322340965271},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.6677812337875366},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6602789163589478},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.6409493088722229},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5489566326141357},{"id":"https://openalex.org/C2777211547","wikidata":"https://www.wikidata.org/wiki/Q17141490","display_name":"Training (meteorology)","level":2,"score":0.5389673709869385},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5279173851013184},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4751836359500885},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.4218355715274811},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3679555654525757},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00521-020-05564-5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-020-05564-5","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":42,"referenced_works":["https://openalex.org/W581828296","https://openalex.org/W594114979","https://openalex.org/W626441390","https://openalex.org/W1551942241","https://openalex.org/W1663973292","https://openalex.org/W1965127965","https://openalex.org/W1989839602","https://openalex.org/W1991410369","https://openalex.org/W2002016471","https://openalex.org/W2027392238","https://openalex.org/W2036785686","https://openalex.org/W2037764370","https://openalex.org/W2040297119","https://openalex.org/W2051812123","https://openalex.org/W2053531352","https://openalex.org/W2062641259","https://openalex.org/W2064675550","https://openalex.org/W2069143585","https://openalex.org/W2069929199","https://openalex.org/W2111759790","https://openalex.org/W2117131941","https://openalex.org/W2124379907","https://openalex.org/W2150010190","https://openalex.org/W2154376416","https://openalex.org/W2160507653","https://openalex.org/W2169041628","https://openalex.org/W2169424991","https://openalex.org/W2295124130","https://openalex.org/W2318680928","https://openalex.org/W2535996642","https://openalex.org/W2573587735","https://openalex.org/W2593182953","https://openalex.org/W2624190409","https://openalex.org/W2738180183","https://openalex.org/W2761646508","https://openalex.org/W2793820729","https://openalex.org/W2889230014","https://openalex.org/W2907228515","https://openalex.org/W2916752133","https://openalex.org/W2964121744","https://openalex.org/W3005139042","https://openalex.org/W4212863985"],"related_works":["https://openalex.org/W2345184372","https://openalex.org/W3013515612","https://openalex.org/W2136184105","https://openalex.org/W2187500075","https://openalex.org/W2041399278","https://openalex.org/W2336974148","https://openalex.org/W2056016498","https://openalex.org/W3195168932","https://openalex.org/W2389470892","https://openalex.org/W1996541855"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":3}],"updated_date":"2026-07-29T09:40:50.615796","created_date":"2025-10-10T00:00:00"}
