{"id":"https://openalex.org/W4285298692","doi":"https://doi.org/10.1007/978-3-031-08223-8_13","title":"Autoregressive Deep Learning Models for Bridge Strain Prediction","display_name":"Autoregressive Deep Learning Models for Bridge Strain Prediction","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4285298692","doi":"https://doi.org/10.1007/978-3-031-08223-8_13"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-08223-8_13","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-08223-8_13","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5064193809","display_name":"Anastasios Panagiotis Psathas","orcid":"https://orcid.org/0000-0003-3779-6754"},"institutions":[{"id":"https://openalex.org/I147962203","display_name":"Democritus University of Thrace","ror":"https://ror.org/03bfqnx40","country_code":"GR","type":"education","lineage":["https://openalex.org/I147962203"]}],"countries":["GR"],"is_corresponding":true,"raw_author_name":"Anastasios Panagiotis Psathas","raw_affiliation_strings":["Department of Civil Engineering-Lab of Mathematics and Informatics (ISCE), Democritus University of Thrace, 67100, Xanthi, Greece"],"affiliations":[{"raw_affiliation_string":"Department of Civil Engineering-Lab of Mathematics and Informatics (ISCE), Democritus University of Thrace, 67100, Xanthi, Greece","institution_ids":["https://openalex.org/I147962203"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013635993","display_name":"Lazaros Iliadis","orcid":"https://orcid.org/0000-0002-6404-1528"},"institutions":[{"id":"https://openalex.org/I147962203","display_name":"Democritus University of Thrace","ror":"https://ror.org/03bfqnx40","country_code":"GR","type":"education","lineage":["https://openalex.org/I147962203"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Lazaros Iliadis","raw_affiliation_strings":["Democritus University of Thrace, Xanthi, Greece","Department of Civil Engineering-Lab of Mathematics and Informatics (ISCE), Democritus University of Thrace, 67100, Xanthi, Greece"],"affiliations":[{"raw_affiliation_string":"Democritus University of Thrace, Xanthi, Greece","institution_ids":["https://openalex.org/I147962203"]},{"raw_affiliation_string":"Department of Civil Engineering-Lab of Mathematics and Informatics (ISCE), Democritus University of Thrace, 67100, Xanthi, Greece","institution_ids":["https://openalex.org/I147962203"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020631910","display_name":"Dimitra V. Achillopoulou","orcid":"https://orcid.org/0000-0002-7780-2672"},"institutions":[{"id":"https://openalex.org/I147962203","display_name":"Democritus University of Thrace","ror":"https://ror.org/03bfqnx40","country_code":"GR","type":"education","lineage":["https://openalex.org/I147962203"]},{"id":"https://openalex.org/I28290843","display_name":"University of Surrey","ror":"https://ror.org/00ks66431","country_code":"GB","type":"education","lineage":["https://openalex.org/I28290843"]}],"countries":["GB","GR"],"is_corresponding":false,"raw_author_name":"Dimitra V. Achillopoulou","raw_affiliation_strings":["Department of Civil Engineering-Laboratory of Reinforced Concrete and Seismic Design of Structures, Democritus University of Thrace, 67100, Xanthi, Greece","Department of Civil and Environmental Engineering, University of Surrey, Guildford, UK"],"affiliations":[{"raw_affiliation_string":"Department of Civil Engineering-Laboratory of Reinforced Concrete and Seismic Design of Structures, Democritus University of Thrace, 67100, Xanthi, Greece","institution_ids":["https://openalex.org/I147962203"]},{"raw_affiliation_string":"Department of Civil and Environmental Engineering, University of Surrey, Guildford, UK","institution_ids":["https://openalex.org/I28290843"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045804226","display_name":"Antoni\u03bfs Papaleonidas","orcid":"https://orcid.org/0000-0002-0545-7638"},"institutions":[{"id":"https://openalex.org/I147962203","display_name":"Democritus University of Thrace","ror":"https://ror.org/03bfqnx40","country_code":"GR","type":"education","lineage":["https://openalex.org/I147962203"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Antonios Papaleonidas","raw_affiliation_strings":["Department of Civil Engineering-Lab of Mathematics and Informatics (ISCE), Democritus University of Thrace, 67100, Xanthi, Greece"],"affiliations":[{"raw_affiliation_string":"Department of Civil Engineering-Lab of Mathematics and Informatics (ISCE), Democritus University of Thrace, 67100, Xanthi, Greece","institution_ids":["https://openalex.org/I147962203"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009524306","display_name":"Nikoleta K. Stamataki","orcid":null},"institutions":[{"id":"https://openalex.org/I147962203","display_name":"Democritus University of Thrace","ror":"https://ror.org/03bfqnx40","country_code":"GR","type":"education","lineage":["https://openalex.org/I147962203"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Nikoleta K. Stamataki","raw_affiliation_strings":["Department of Civil Engineering-Laboratory of Reinforced Concrete and Seismic Design of Structures, Democritus University of Thrace, 67100, Xanthi, Greece"],"affiliations":[{"raw_affiliation_string":"Department of Civil Engineering-Laboratory of Reinforced Concrete and Seismic Design of Structures, Democritus University of Thrace, 67100, Xanthi, Greece","institution_ids":["https://openalex.org/I147962203"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069030005","display_name":"Dimitris Bountas","orcid":"https://orcid.org/0000-0003-3280-6554"},"institutions":[{"id":"https://openalex.org/I147962203","display_name":"Democritus University of Thrace","ror":"https://ror.org/03bfqnx40","country_code":"GR","type":"education","lineage":["https://openalex.org/I147962203"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Dimitris Bountas","raw_affiliation_strings":["Department of Civil Engineering-Lab of Mathematics and Informatics (ISCE), Democritus University of Thrace, 67100, Xanthi, Greece"],"affiliations":[{"raw_affiliation_string":"Department of Civil Engineering-Lab of Mathematics and Informatics (ISCE), Democritus University of Thrace, 67100, Xanthi, Greece","institution_ids":["https://openalex.org/I147962203"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064938473","display_name":"\u0399oannis M. Dokas","orcid":"https://orcid.org/0000-0002-3765-5217"},"institutions":[{"id":"https://openalex.org/I147962203","display_name":"Democritus University of Thrace","ror":"https://ror.org/03bfqnx40","country_code":"GR","type":"education","lineage":["https://openalex.org/I147962203"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Ioannis M. Dokas","raw_affiliation_strings":["Department of Civil Engineering-Lab of Project Management, Democritus University of Thrace, 67100, Xanthi, Greece"],"affiliations":[{"raw_affiliation_string":"Department of Civil Engineering-Lab of Project Management, Democritus University of Thrace, 67100, Xanthi, Greece","institution_ids":["https://openalex.org/I147962203"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5064193809"],"corresponding_institution_ids":["https://openalex.org/I147962203"],"apc_list":null,"apc_paid":null,"fwci":8.4709,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.9828496,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"150","last_page":"164"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11606","display_name":"Infrastructure Maintenance and Monitoring","score":0.9976000189781189,"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"}},"topics":[{"id":"https://openalex.org/T11606","display_name":"Infrastructure Maintenance and Monitoring","score":0.9976000189781189,"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/T10534","display_name":"Structural Health Monitoring Techniques","score":0.9973999857902527,"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":0.9751999974250793,"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/bridge","display_name":"Bridge (graph theory)","score":0.7924190759658813},{"id":"https://openalex.org/keywords/mean-squared-error","display_name":"Mean squared error","score":0.6730651259422302},{"id":"https://openalex.org/keywords/autoregressive-model","display_name":"Autoregressive model","score":0.6548013687133789},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5962910056114197},{"id":"https://openalex.org/keywords/schedule","display_name":"Schedule","score":0.5271180272102356},{"id":"https://openalex.org/keywords/fast-fourier-transform","display_name":"Fast Fourier transform","score":0.49823737144470215},{"id":"https://openalex.org/keywords/resilience","display_name":"Resilience (materials science)","score":0.47808122634887695},{"id":"https://openalex.org/keywords/mean-absolute-error","display_name":"Mean absolute error","score":0.4643894135951996},{"id":"https://openalex.org/keywords/root-mean-square","display_name":"Root mean square","score":0.4567105174064636},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.4560208320617676},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.45392414927482605},{"id":"https://openalex.org/keywords/structural-engineering","display_name":"Structural engineering","score":0.4041670560836792},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3855506479740143},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3655734658241272},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3358473777770996},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.24104264378547668},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.21842265129089355},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1968720555305481}],"concepts":[{"id":"https://openalex.org/C100776233","wikidata":"https://www.wikidata.org/wiki/Q2532492","display_name":"Bridge (graph theory)","level":2,"score":0.7924190759658813},{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.6730651259422302},{"id":"https://openalex.org/C159877910","wikidata":"https://www.wikidata.org/wiki/Q2202883","display_name":"Autoregressive model","level":2,"score":0.6548013687133789},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5962910056114197},{"id":"https://openalex.org/C68387754","wikidata":"https://www.wikidata.org/wiki/Q7271585","display_name":"Schedule","level":2,"score":0.5271180272102356},{"id":"https://openalex.org/C75172450","wikidata":"https://www.wikidata.org/wiki/Q623950","display_name":"Fast Fourier transform","level":2,"score":0.49823737144470215},{"id":"https://openalex.org/C2779585090","wikidata":"https://www.wikidata.org/wiki/Q3457762","display_name":"Resilience (materials science)","level":2,"score":0.47808122634887695},{"id":"https://openalex.org/C188154048","wikidata":"https://www.wikidata.org/wiki/Q6803609","display_name":"Mean absolute error","level":3,"score":0.4643894135951996},{"id":"https://openalex.org/C71907059","wikidata":"https://www.wikidata.org/wiki/Q223323","display_name":"Root mean square","level":2,"score":0.4567105174064636},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.4560208320617676},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.45392414927482605},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.4041670560836792},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3855506479740143},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3655734658241272},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3358473777770996},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.24104264378547668},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.21842265129089355},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1968720555305481},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","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/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-08223-8_13","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-08223-8_13","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.44999998807907104,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W120019263","https://openalex.org/W1492541414","https://openalex.org/W1524366283","https://openalex.org/W1598661180","https://openalex.org/W1977177161","https://openalex.org/W1993931897","https://openalex.org/W2041597917","https://openalex.org/W2059049045","https://openalex.org/W2064675550","https://openalex.org/W2082150725","https://openalex.org/W2102148524","https://openalex.org/W2134036914","https://openalex.org/W2141140211","https://openalex.org/W2151713296","https://openalex.org/W2172040238","https://openalex.org/W2343407506","https://openalex.org/W2509388533","https://openalex.org/W2606042658","https://openalex.org/W2748435964","https://openalex.org/W2885195348","https://openalex.org/W2909877301","https://openalex.org/W2930650313","https://openalex.org/W2963311488","https://openalex.org/W3012340965","https://openalex.org/W3029322696","https://openalex.org/W3036363354","https://openalex.org/W3041279471","https://openalex.org/W3043209075","https://openalex.org/W3043407160","https://openalex.org/W3083842302","https://openalex.org/W3175660521","https://openalex.org/W4200605290","https://openalex.org/W4206024378","https://openalex.org/W4235193345","https://openalex.org/W6600654476"],"related_works":["https://openalex.org/W2171218219","https://openalex.org/W4327521644","https://openalex.org/W1972271943","https://openalex.org/W2978884468","https://openalex.org/W2150410159","https://openalex.org/W2168413811","https://openalex.org/W2005846134","https://openalex.org/W2349019353","https://openalex.org/W2154965898","https://openalex.org/W2089466676"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}