{"id":"https://openalex.org/W4383069266","doi":"https://doi.org/10.1007/s12530-023-09513-0","title":"Adaptive hyperparameter optimization for short term traffic flow prediction with spatial temporal correlated raster data","display_name":"Adaptive hyperparameter optimization for short term traffic flow prediction with spatial temporal correlated raster data","publication_year":2023,"publication_date":"2023-07-04","ids":{"openalex":"https://openalex.org/W4383069266","doi":"https://doi.org/10.1007/s12530-023-09513-0"},"language":"en","primary_location":{"id":"doi:10.1007/s12530-023-09513-0","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12530-023-09513-0","pdf_url":null,"source":{"id":"https://openalex.org/S202254422","display_name":"Evolving Systems","issn_l":"1868-6478","issn":["1868-6478","1868-6486"],"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":"Evolving Systems","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/A5062816347","display_name":"Ashwin Raut","orcid":"https://orcid.org/0000-0003-1466-3342"},"institutions":[{"id":"https://openalex.org/I26072440","display_name":"Indian Institute of Information Technology Allahabad","ror":"https://ror.org/03rgjt374","country_code":"IN","type":"education","lineage":["https://openalex.org/I26072440"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Ashwin Raut","raw_affiliation_strings":["Department of Information Technology, IIIT Allahabad, Prayagraj, India"],"raw_orcid":"https://orcid.org/0000-0003-1466-3342","affiliations":[{"raw_affiliation_string":"Department of Information Technology, IIIT Allahabad, Prayagraj, India","institution_ids":["https://openalex.org/I26072440"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103222739","display_name":"Manish Kumar Maurya","orcid":"https://orcid.org/0000-0003-4334-499X"},"institutions":[{"id":"https://openalex.org/I26072440","display_name":"Indian Institute of Information Technology Allahabad","ror":"https://ror.org/03rgjt374","country_code":"IN","type":"education","lineage":["https://openalex.org/I26072440"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Manish Kumar Maurya","raw_affiliation_strings":["Department of Information Technology, IIIT Allahabad, Prayagraj, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Technology, IIIT Allahabad, Prayagraj, India","institution_ids":["https://openalex.org/I26072440"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064240021","display_name":"Vijay Kumar Chaurasiya","orcid":"https://orcid.org/0000-0002-6146-7128"},"institutions":[{"id":"https://openalex.org/I26072440","display_name":"Indian Institute of Information Technology Allahabad","ror":"https://ror.org/03rgjt374","country_code":"IN","type":"education","lineage":["https://openalex.org/I26072440"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Vijay Kumar Chaurasiya","raw_affiliation_strings":["Department of Information Technology, IIIT Allahabad, Prayagraj, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Technology, IIIT Allahabad, Prayagraj, India","institution_ids":["https://openalex.org/I26072440"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018728658","display_name":"Manish Kumar","orcid":"https://orcid.org/0000-0002-1311-0976"},"institutions":[{"id":"https://openalex.org/I26072440","display_name":"Indian Institute of Information Technology Allahabad","ror":"https://ror.org/03rgjt374","country_code":"IN","type":"education","lineage":["https://openalex.org/I26072440"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Manish Kumar","raw_affiliation_strings":["Department of Information Technology, IIIT Allahabad, Prayagraj, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Technology, IIIT Allahabad, Prayagraj, India","institution_ids":["https://openalex.org/I26072440"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5062816347"],"corresponding_institution_ids":["https://openalex.org/I26072440"],"apc_list":{"value":2590,"currency":"EUR","value_usd":3190},"apc_paid":null,"fwci":1.6587,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.81779232,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":"15","issue":"2","first_page":"469","last_page":"488"},"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/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9948999881744385,"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/T10524","display_name":"Traffic control and management","score":0.9934999942779541,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8445923924446106},{"id":"https://openalex.org/keywords/hyperparameter","display_name":"Hyperparameter","score":0.616731584072113},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.5493993163108826},{"id":"https://openalex.org/keywords/traffic-flow","display_name":"Traffic flow (computer networking)","score":0.5180185437202454},{"id":"https://openalex.org/keywords/raster-graphics","display_name":"Raster graphics","score":0.5081791877746582},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.5075210332870483},{"id":"https://openalex.org/keywords/hyperparameter-optimization","display_name":"Hyperparameter optimization","score":0.49846720695495605},{"id":"https://openalex.org/keywords/term","display_name":"Term (time)","score":0.46809959411621094},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4168745279312134},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.384510338306427},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3479461669921875},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2827494144439697}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8445923924446106},{"id":"https://openalex.org/C8642999","wikidata":"https://www.wikidata.org/wiki/Q4171168","display_name":"Hyperparameter","level":2,"score":0.616731584072113},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.5493993163108826},{"id":"https://openalex.org/C207512268","wikidata":"https://www.wikidata.org/wiki/Q3074551","display_name":"Traffic flow (computer networking)","level":2,"score":0.5180185437202454},{"id":"https://openalex.org/C181844469","wikidata":"https://www.wikidata.org/wiki/Q182270","display_name":"Raster graphics","level":2,"score":0.5081791877746582},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.5075210332870483},{"id":"https://openalex.org/C10485038","wikidata":"https://www.wikidata.org/wiki/Q48996162","display_name":"Hyperparameter optimization","level":3,"score":0.49846720695495605},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.46809959411621094},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4168745279312134},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.384510338306427},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3479461669921875},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2827494144439697},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"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/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s12530-023-09513-0","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12530-023-09513-0","pdf_url":null,"source":{"id":"https://openalex.org/S202254422","display_name":"Evolving Systems","issn_l":"1868-6478","issn":["1868-6478","1868-6486"],"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":"Evolving Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities","score":0.8299999833106995}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W2004159171","https://openalex.org/W2091841812","https://openalex.org/W2119460626","https://openalex.org/W2160507653","https://openalex.org/W2190353863","https://openalex.org/W2572939427","https://openalex.org/W2730605619","https://openalex.org/W2747135936","https://openalex.org/W2756203131","https://openalex.org/W2759290004","https://openalex.org/W2808377988","https://openalex.org/W2891280833","https://openalex.org/W2916752133","https://openalex.org/W2921342325","https://openalex.org/W2948490758","https://openalex.org/W3015712039","https://openalex.org/W3020796509","https://openalex.org/W3021279605","https://openalex.org/W3026400623","https://openalex.org/W3033940652","https://openalex.org/W3046400260","https://openalex.org/W3046773429","https://openalex.org/W3087970581","https://openalex.org/W3103720336","https://openalex.org/W3111082827","https://openalex.org/W3129499366","https://openalex.org/W3172280330","https://openalex.org/W3193429343","https://openalex.org/W3195423263","https://openalex.org/W3216940482","https://openalex.org/W4210433079","https://openalex.org/W4281385421","https://openalex.org/W4285149071","https://openalex.org/W6600018688"],"related_works":["https://openalex.org/W2953665647","https://openalex.org/W4205712847","https://openalex.org/W4281646320","https://openalex.org/W3169687406","https://openalex.org/W2954882791","https://openalex.org/W4388119537","https://openalex.org/W4287818966","https://openalex.org/W1974336862","https://openalex.org/W3014750173","https://openalex.org/W3192751261"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}