{"id":"https://openalex.org/W4409433983","doi":"https://doi.org/10.3390/info16040311","title":"GC-MT: A Novel Vessel Trajectory Sequence Prediction Method for Marine Regions","display_name":"GC-MT: A Novel Vessel Trajectory Sequence Prediction Method for Marine Regions","publication_year":2025,"publication_date":"2025-04-14","ids":{"openalex":"https://openalex.org/W4409433983","doi":"https://doi.org/10.3390/info16040311"},"language":"en","primary_location":{"id":"doi:10.3390/info16040311","is_oa":true,"landing_page_url":"https://doi.org/10.3390/info16040311","pdf_url":"https://www.mdpi.com/2078-2489/16/4/311/pdf?version=1744627157","source":{"id":"https://openalex.org/S4210219776","display_name":"Information","issn_l":"2078-2489","issn":["2078-2489"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2078-2489/16/4/311/pdf?version=1744627157","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5031574619","display_name":"Haixiong Ye","orcid":"https://orcid.org/0000-0002-7825-9835"},"institutions":[{"id":"https://openalex.org/I44675526","display_name":"Shanghai Ocean University","ror":"https://ror.org/04n40zv07","country_code":"CN","type":"education","lineage":["https://openalex.org/I44675526"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haixiong Ye","raw_affiliation_strings":["College of Engineering Science and Technology, Shanghai Ocean University, Shanghai 201306, China"],"raw_orcid":"https://orcid.org/0000-0002-7825-9835","affiliations":[{"raw_affiliation_string":"College of Engineering Science and Technology, Shanghai Ocean University, Shanghai 201306, China","institution_ids":["https://openalex.org/I44675526"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100391743","display_name":"Wei Wang","orcid":"https://orcid.org/0000-0001-7639-7671"},"institutions":[{"id":"https://openalex.org/I44675526","display_name":"Shanghai Ocean University","ror":"https://ror.org/04n40zv07","country_code":"CN","type":"education","lineage":["https://openalex.org/I44675526"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Wang","raw_affiliation_strings":["College of Engineering Science and Technology, Shanghai Ocean University, Shanghai 201306, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Engineering Science and Technology, Shanghai Ocean University, Shanghai 201306, China","institution_ids":["https://openalex.org/I44675526"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100612913","display_name":"Xiliang Zhang","orcid":"https://orcid.org/0000-0002-5339-8329"},"institutions":[{"id":"https://openalex.org/I135905480","display_name":"Shanghai Polytechnic University","ror":"https://ror.org/02as5yg64","country_code":"CN","type":"education","lineage":["https://openalex.org/I135905480"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xiliang Zhang","raw_affiliation_strings":["School of Intelligent Manufacturing and Control Engineering, Shanghai Polytechnic University, Shanghai 201209, China"],"raw_orcid":"https://orcid.org/0000-0002-5339-8329","affiliations":[{"raw_affiliation_string":"School of Intelligent Manufacturing and Control Engineering, Shanghai Polytechnic University, Shanghai 201209, China","institution_ids":["https://openalex.org/I135905480"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5100612913"],"corresponding_institution_ids":["https://openalex.org/I135905480"],"apc_list":{"value":1400,"currency":"CHF","value_usd":1515},"apc_paid":{"value":1400,"currency":"CHF","value_usd":1515},"fwci":3.6478,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.91930163,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":"16","issue":"4","first_page":"311","last_page":"311"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11622","display_name":"Maritime Navigation and Safety","score":0.9987000226974487,"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":0.9987000226974487,"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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9254000186920166,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/trajectory","display_name":"Trajectory","score":0.7507390975952148},{"id":"https://openalex.org/keywords/sequence","display_name":"Sequence (biology)","score":0.6805585622787476},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4060532748699188},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.32020819187164307},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.16208192706108093},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.16111546754837036},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.0611819326877594}],"concepts":[{"id":"https://openalex.org/C13662910","wikidata":"https://www.wikidata.org/wiki/Q193139","display_name":"Trajectory","level":2,"score":0.7507390975952148},{"id":"https://openalex.org/C2778112365","wikidata":"https://www.wikidata.org/wiki/Q3511065","display_name":"Sequence (biology)","level":2,"score":0.6805585622787476},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4060532748699188},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32020819187164307},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.16208192706108093},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.16111546754837036},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0611819326877594},{"id":"https://openalex.org/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3390/info16040311","is_oa":true,"landing_page_url":"https://doi.org/10.3390/info16040311","pdf_url":"https://www.mdpi.com/2078-2489/16/4/311/pdf?version=1744627157","source":{"id":"https://openalex.org/S4210219776","display_name":"Information","issn_l":"2078-2489","issn":["2078-2489"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:1a5673ee1a0f4d39b77fded6ab1cf030","is_oa":true,"landing_page_url":"https://doaj.org/article/1a5673ee1a0f4d39b77fded6ab1cf030","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Information, Vol 16, Iss 4, p 311 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/info16040311","is_oa":true,"landing_page_url":"https://doi.org/10.3390/info16040311","pdf_url":"https://www.mdpi.com/2078-2489/16/4/311/pdf?version=1744627157","source":{"id":"https://openalex.org/S4210219776","display_name":"Information","issn_l":"2078-2489","issn":["2078-2489"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4409433983.pdf","grobid_xml":"https://content.openalex.org/works/W4409433983.grobid-xml"},"referenced_works_count":28,"referenced_works":["https://openalex.org/W581347801","https://openalex.org/W1542745714","https://openalex.org/W2424778531","https://openalex.org/W2532516272","https://openalex.org/W2772935591","https://openalex.org/W2773393927","https://openalex.org/W2808485630","https://openalex.org/W2901504064","https://openalex.org/W2944791333","https://openalex.org/W2980728767","https://openalex.org/W2981155090","https://openalex.org/W2990868438","https://openalex.org/W3015961574","https://openalex.org/W3035096461","https://openalex.org/W3042971232","https://openalex.org/W3084233918","https://openalex.org/W3133481029","https://openalex.org/W3138659144","https://openalex.org/W3168934138","https://openalex.org/W3207160263","https://openalex.org/W4206706469","https://openalex.org/W4212916252","https://openalex.org/W4285136035","https://openalex.org/W4288064704","https://openalex.org/W4311852557","https://openalex.org/W4392808188","https://openalex.org/W4399450758","https://openalex.org/W4403331863"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4323768008"],"abstract_inverted_index":{"In":[0],"complex":[1],"marine":[2],"environments,":[3],"intelligent":[4],"vessels":[5,87],"require":[6],"a":[7,50,70,77,100,161],"high":[8],"level":[9],"of":[10,17,27,34,122,148],"dynamic":[11],"perception":[12],"to":[13,75,105,140],"process":[14],"multiple":[15,165],"types":[16],"information":[18,91,166],"for":[19,42,59],"mitigating":[20],"collision":[21],"risks.":[22],"To":[23,63],"ensure":[24],"the":[25,32,82,89,117,128,141,149],"safety":[26,159],"maritime":[28,90,157],"traffic":[29],"and":[30,125,133],"enhance":[31],"efficiency":[33],"navigation":[35,158],"information,":[36],"vessel":[37,61],"trajectory":[38],"prediction":[39],"is":[40],"crucial":[41],"Automatic":[43],"Identification":[44],"Systems":[45],"(AIS).":[46],"This":[47],"study":[48],"introduces":[49],"Graph":[51,71],"Convolutional":[52,72],"Mamba":[53,101],"Network":[54,73,103],"(GC-MT)":[55],"utilizing":[56],"AIS":[57,113],"data":[58,114],"predicting":[60],"trajectories.":[62],"capture":[64],"motion":[65],"interaction":[66,83],"characteristics,":[67],"we":[68],"employed":[69],"(GCN)":[74],"construct":[76],"spatiotemporal":[78,95],"graph":[79],"that":[80,116],"reflects":[81],"relationships":[84],"among":[85],"various":[86],"within":[88],"flow.":[92],"Furthermore,":[93],"high-level":[94],"features":[96],"were":[97],"extracted":[98],"using":[99],"Neural":[102],"(MNN)":[104],"incorporate":[106],"time-related":[107],"dynamics.":[108],"Validation":[109],"against":[110],"real-world":[111],"historical":[112],"demonstrates":[115,152],"proposed":[118,150],"model":[119],"achieved":[120],"improvements":[121],"approximately":[123],"35%":[124],"28%":[126],"in":[127,155,160],"Average":[129],"Displacement":[130,135],"Error":[131,136],"(ADE)":[132],"Final":[134],"(FDE),":[137],"respectively,":[138],"compared":[139],"leading":[142],"baseline":[143],"model.":[144],"The":[145],"predictive":[146],"capability":[147],"method":[151],"its":[153],"effectiveness":[154],"improving":[156],"shipping":[162],"environment":[163],"with":[164],"sources.":[167]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}