{"id":"https://openalex.org/W4399527789","doi":"https://doi.org/10.1109/tim.2024.3412762","title":"A Coupling Factor Analysis of Predictive Models for Ship Motion Emphasizing Feature Selection and Attention Mechanism-Enhanced Gated Recurrent Unit Networks","display_name":"A Coupling Factor Analysis of Predictive Models for Ship Motion Emphasizing Feature Selection and Attention Mechanism-Enhanced Gated Recurrent Unit Networks","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4399527789","doi":"https://doi.org/10.1109/tim.2024.3412762"},"language":"en","primary_location":{"id":"doi:10.1109/tim.2024.3412762","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2024.3412762","pdf_url":null,"source":{"id":"https://openalex.org/S10892749","display_name":"IEEE Transactions on Instrumentation and Measurement","issn_l":"0018-9456","issn":["0018-9456","1557-9662"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Instrumentation and Measurement","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/A5057732632","display_name":"Yibing Li","orcid":"https://orcid.org/0000-0003-4510-982X"},"institutions":[{"id":"https://openalex.org/I151727225","display_name":"Harbin Engineering University","ror":"https://ror.org/03x80pn82","country_code":"CN","type":"education","lineage":["https://openalex.org/I151727225"]},{"id":"https://openalex.org/I890469752","display_name":"Ministry of Industry and Information Technology","ror":"https://ror.org/0385nmy68","country_code":"CN","type":"government","lineage":["https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yibing Li","raw_affiliation_strings":["Key Laboratory of Advanced Marine Communication and Information Technology, Ministry of Industry and Information Technology, and the College of Information and Communication Engineering, Harbin Engineering University, Harbin, China"],"raw_orcid":"https://orcid.org/0000-0003-4510-982X","affiliations":[{"raw_affiliation_string":"Key Laboratory of Advanced Marine Communication and Information Technology, Ministry of Industry and Information Technology, and the College of Information and Communication Engineering, Harbin Engineering University, Harbin, China","institution_ids":["https://openalex.org/I151727225","https://openalex.org/I890469752"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072455822","display_name":"Xiaoyu Geng","orcid":"https://orcid.org/0000-0002-2625-2404"},"institutions":[{"id":"https://openalex.org/I151727225","display_name":"Harbin Engineering University","ror":"https://ror.org/03x80pn82","country_code":"CN","type":"education","lineage":["https://openalex.org/I151727225"]},{"id":"https://openalex.org/I890469752","display_name":"Ministry of Industry and Information Technology","ror":"https://ror.org/0385nmy68","country_code":"CN","type":"government","lineage":["https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoyu Geng","raw_affiliation_strings":["Key Laboratory of Advanced Marine Communication and Information Technology, Ministry of Industry and Information Technology, and the College of Information and Communication Engineering, Harbin Engineering University, Harbin, China"],"raw_orcid":"https://orcid.org/0000-0002-2625-2404","affiliations":[{"raw_affiliation_string":"Key Laboratory of Advanced Marine Communication and Information Technology, Ministry of Industry and Information Technology, and the College of Information and Communication Engineering, Harbin Engineering University, Harbin, China","institution_ids":["https://openalex.org/I151727225","https://openalex.org/I890469752"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001192377","display_name":"Qian Sun","orcid":"https://orcid.org/0000-0001-7267-7545"},"institutions":[{"id":"https://openalex.org/I151727225","display_name":"Harbin Engineering University","ror":"https://ror.org/03x80pn82","country_code":"CN","type":"education","lineage":["https://openalex.org/I151727225"]},{"id":"https://openalex.org/I890469752","display_name":"Ministry of Industry and Information Technology","ror":"https://ror.org/0385nmy68","country_code":"CN","type":"government","lineage":["https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qian Sun","raw_affiliation_strings":["Key Laboratory of Advanced Marine Communication and Information Technology, Ministry of Industry and Information Technology, and the College of Information and Communication Engineering, Harbin Engineering University, Harbin, China"],"raw_orcid":"https://orcid.org/0000-0001-7267-7545","affiliations":[{"raw_affiliation_string":"Key Laboratory of Advanced Marine Communication and Information Technology, Ministry of Industry and Information Technology, and the College of Information and Communication Engineering, Harbin Engineering University, Harbin, China","institution_ids":["https://openalex.org/I151727225","https://openalex.org/I890469752"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033282885","display_name":"Zitao Zhou","orcid":"https://orcid.org/0000-0003-3142-5135"},"institutions":[{"id":"https://openalex.org/I151727225","display_name":"Harbin Engineering University","ror":"https://ror.org/03x80pn82","country_code":"CN","type":"education","lineage":["https://openalex.org/I151727225"]},{"id":"https://openalex.org/I890469752","display_name":"Ministry of Industry and Information Technology","ror":"https://ror.org/0385nmy68","country_code":"CN","type":"government","lineage":["https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zitao Zhou","raw_affiliation_strings":["Key Laboratory of Advanced Marine Communication and Information Technology, Ministry of Industry and Information Technology, and the College of Information and Communication Engineering, Harbin Engineering University, Harbin, China"],"raw_orcid":"https://orcid.org/0000-0003-3142-5135","affiliations":[{"raw_affiliation_string":"Key Laboratory of Advanced Marine Communication and Information Technology, Ministry of Industry and Information Technology, and the College of Information and Communication Engineering, Harbin Engineering University, Harbin, China","institution_ids":["https://openalex.org/I151727225","https://openalex.org/I890469752"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101867187","display_name":"Sitong Zhang","orcid":"https://orcid.org/0000-0002-9438-8709"},"institutions":[{"id":"https://openalex.org/I151727225","display_name":"Harbin Engineering University","ror":"https://ror.org/03x80pn82","country_code":"CN","type":"education","lineage":["https://openalex.org/I151727225"]},{"id":"https://openalex.org/I890469752","display_name":"Ministry of Industry and Information Technology","ror":"https://ror.org/0385nmy68","country_code":"CN","type":"government","lineage":["https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Sitong Zhang","raw_affiliation_strings":["Key Laboratory of Advanced Marine Communication and Information Technology, Ministry of Industry and Information Technology, and the College of Information and Communication Engineering, Harbin Engineering University, Harbin, China"],"raw_orcid":"https://orcid.org/0000-0002-9438-8709","affiliations":[{"raw_affiliation_string":"Key Laboratory of Advanced Marine Communication and Information Technology, Ministry of Industry and Information Technology, and the College of Information and Communication Engineering, Harbin Engineering University, Harbin, China","institution_ids":["https://openalex.org/I151727225","https://openalex.org/I890469752"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.09774957,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"73","issue":null,"first_page":"1","last_page":"13"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11622","display_name":"Maritime Navigation and Safety","score":0.9760000109672546,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean 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/T11622","display_name":"Maritime Navigation and Safety","score":0.9760000109672546,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean 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/T12086","display_name":"Structural Integrity and Reliability Analysis","score":0.9713000059127808,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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/T14412","display_name":"Marine and Coastal Research","score":0.9645000100135803,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean 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/feature-selection","display_name":"Feature selection","score":0.620109498500824},{"id":"https://openalex.org/keywords/mechanism","display_name":"Mechanism (biology)","score":0.6128910779953003},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.6060649752616882},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5764877200126648},{"id":"https://openalex.org/keywords/coupling","display_name":"Coupling (piping)","score":0.5487837791442871},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.49660760164260864},{"id":"https://openalex.org/keywords/motion","display_name":"Motion (physics)","score":0.45237410068511963},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4391281008720398},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3981541395187378},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.37771302461624146},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2597119212150574},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.1983565390110016}],"concepts":[{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.620109498500824},{"id":"https://openalex.org/C89611455","wikidata":"https://www.wikidata.org/wiki/Q6804646","display_name":"Mechanism (biology)","level":2,"score":0.6128910779953003},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.6060649752616882},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5764877200126648},{"id":"https://openalex.org/C131584629","wikidata":"https://www.wikidata.org/wiki/Q4308705","display_name":"Coupling (piping)","level":2,"score":0.5487837791442871},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.49660760164260864},{"id":"https://openalex.org/C104114177","wikidata":"https://www.wikidata.org/wiki/Q79782","display_name":"Motion (physics)","level":2,"score":0.45237410068511963},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4391281008720398},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3981541395187378},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.37771302461624146},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2597119212150574},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.1983565390110016},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tim.2024.3412762","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2024.3412762","pdf_url":null,"source":{"id":"https://openalex.org/S10892749","display_name":"IEEE Transactions on Instrumentation and Measurement","issn_l":"0018-9456","issn":["0018-9456","1557-9662"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Instrumentation and Measurement","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5132449130","display_name":null,"funder_award_id":"52271311","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":44,"referenced_works":["https://openalex.org/W1574447377","https://openalex.org/W2001139115","https://openalex.org/W2006487144","https://openalex.org/W2019123741","https://openalex.org/W2021069313","https://openalex.org/W2024666456","https://openalex.org/W2039984557","https://openalex.org/W2055877700","https://openalex.org/W2095390342","https://openalex.org/W2097685896","https://openalex.org/W2488041515","https://openalex.org/W2535035978","https://openalex.org/W2604335475","https://openalex.org/W2782396879","https://openalex.org/W2900665618","https://openalex.org/W2907313755","https://openalex.org/W2910021265","https://openalex.org/W2911077059","https://openalex.org/W2949449669","https://openalex.org/W2965627998","https://openalex.org/W3004113099","https://openalex.org/W3009293491","https://openalex.org/W3047136950","https://openalex.org/W3080180764","https://openalex.org/W3123712479","https://openalex.org/W3123983671","https://openalex.org/W3140854437","https://openalex.org/W3146366485","https://openalex.org/W3152890622","https://openalex.org/W3158083032","https://openalex.org/W3163905744","https://openalex.org/W3177398207","https://openalex.org/W3208703006","https://openalex.org/W3216454943","https://openalex.org/W4200118636","https://openalex.org/W4290237376","https://openalex.org/W4292970183","https://openalex.org/W4295763363","https://openalex.org/W4297004241","https://openalex.org/W4310582202","https://openalex.org/W4311261693","https://openalex.org/W4321004949","https://openalex.org/W4321500216","https://openalex.org/W4323521235"],"related_works":["https://openalex.org/W2382997850","https://openalex.org/W2390968135","https://openalex.org/W2382213751","https://openalex.org/W2351750670","https://openalex.org/W1597848696","https://openalex.org/W2354715126","https://openalex.org/W2388563748","https://openalex.org/W2375179084","https://openalex.org/W4386564352","https://openalex.org/W2952668426"],"abstract_inverted_index":{"Reasonable":[0],"and":[1,5,15,34,52,78,95,120,138],"accurate":[2],"ship":[3,62,125],"motion":[4,22,63],"attitude":[6],"prediction":[7,30,59],"is":[8,46,104],"the":[9,20,29,32,38,89,93,101,131,134,163],"basis":[10],"for":[11,61,74,92],"ensuring":[12],"ships":[13,25],"safe":[14],"stable":[16],"offshore":[17],"activities.":[18],"However,":[19],"coupling":[21,75,90],"generated":[23],"by":[24],"presents":[26],"challenges":[27],"in":[28,148,159,167],"of":[31,40,55,100,118,140],"roll":[33,94,151],"pitch":[35,160],"due":[36],"to":[37,48,87],"complexity":[39],"sea":[41],"environmental":[42],"factors.":[43],"Thus,":[44],"it":[45],"necessary":[47],"conduct":[49],"in-depth":[50],"research":[51],"an":[53,84,107],"analysis":[54,77,117],"a":[56,67,112,115],"real-time":[57,98],"decoupled":[58],"model":[60],"attitude.":[64],"We":[65],"propose":[66],"novel":[68],"framework":[69],"that":[70],"uses":[71],"correlation":[72],"information":[73],"factor":[76],"combines":[79],"gated":[80],"recurrent":[81],"units":[82],"with":[83,162],"attention":[85],"mechanism":[86],"scrutinize":[88],"factors":[91],"pitch.":[96],"The":[97],"application":[99],"proposed":[102,142],"algorithm":[103],"verified":[105],"on":[106,111],"experimental":[108],"platform":[109],"built":[110],"real-ship.":[113],"Through":[114],"comparative":[116],"single":[119],"multifactor":[121],"models":[122],"using":[123],"real":[124],"data":[126],"under":[127],"varying":[128],"sailing":[129],"speeds,":[130],"results":[132,156],"underscore":[133],"superior":[135],"predictive":[136],"accuracy":[137,149],"reliability":[139],"our":[141],"algorithm,":[143],"achieving":[144],"minimal":[145],"9.6%":[146],"increase":[147],"across":[150,169],"datasets":[152,170],"1\u20134,":[153],"respectively.":[154],"Similar":[155],"are":[157],"obtained":[158],"predictions,":[161],"minimum":[164],"17.8%":[165],"improvement":[166],"precision":[168],"1\u20134.":[171]},"counts_by_year":[],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}