{"id":"https://openalex.org/W4389539612","doi":"https://doi.org/10.1016/j.oceaneng.2023.116499","title":"Regression analysis for container ships in the early design stage","display_name":"Regression analysis for container ships in the early design stage","publication_year":2023,"publication_date":"2023-12-11","ids":{"openalex":"https://openalex.org/W4389539612","doi":"https://doi.org/10.1016/j.oceaneng.2023.116499"},"language":"en","primary_location":{"id":"doi:10.1016/j.oceaneng.2023.116499","doi":"https://doi.org/10.1016/j.oceaneng.2023.116499","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.oceaneng.2023.116499","pdf_url":null,"source":{"id":"https://openalex.org/S76910236","display_name":"Ocean Engineering","issn_l":"0029-8018","issn":["0029-8018","1873-5258"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-b","jufo-2","ki-jl-1","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Ocean Engineering","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1016/j.oceaneng.2023.116499","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5009237048","display_name":"Barbara Rinauro","orcid":"https://orcid.org/0000-0002-2098-2588","observed_orcids":["https://orcid.org/0000-0002-2098-2588"]},"institutions":[{"id":"https://openalex.org/I71267560","display_name":"University of Naples Federico II","ror":"https://ror.org/05290cv24","country_code":"IT","type":"education","lineage":["https://openalex.org/I71267560"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"B. Rinauro","raw_affiliation_strings":["University of Naples Federico II, Department of Industrial Engineering, Via Claudio 21, 80125, Naples, Italy"],"raw_orcid":"https://orcid.org/0000-0002-2098-2588","affiliations":[{"raw_affiliation_string":"University of Naples Federico II, Department of Industrial Engineering, Via Claudio 21, 80125, Naples, Italy","institution_ids":["https://openalex.org/I71267560"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054585924","display_name":"Ermina Begovi\u0107","orcid":"https://orcid.org/0000-0002-1325-2771","observed_orcids":["https://orcid.org/0000-0002-1325-2771"]},"institutions":[{"id":"https://openalex.org/I71267560","display_name":"University of Naples Federico II","ror":"https://ror.org/05290cv24","country_code":"IT","type":"education","lineage":["https://openalex.org/I71267560"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"E. Begovic","raw_affiliation_strings":["University of Naples Federico II, Department of Industrial Engineering, Via Claudio 21, 80125, Naples, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Naples Federico II, Department of Industrial Engineering, Via Claudio 21, 80125, Naples, Italy","institution_ids":["https://openalex.org/I71267560"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023171528","display_name":"Francesco Mauro","orcid":"https://orcid.org/0000-0003-3471-9411","observed_orcids":["https://orcid.org/0000-0003-3471-9411"]},"institutions":[{"id":"https://openalex.org/I4405256013","display_name":"Sharjah Maritime Academy","ror":"https://ror.org/03nv0e143","country_code":"AE","type":"education","lineage":["https://openalex.org/I4405256013"]},{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["AE","NL"],"is_corresponding":false,"raw_author_name":"F. Mauro","raw_affiliation_strings":["Department of Maritime and Transport Technology, Faculty of Mechanical. Maritime and Materials Engineering, Delft University of Technology, Leegwaterstraat 17, 2628, CA, Delft, the Netherlands","Sharjah Maritime Academy, 180018, Khorfakkan, Sharjah, United Arab Emirates"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Maritime and Transport Technology, Faculty of Mechanical. Maritime and Materials Engineering, Delft University of Technology, Leegwaterstraat 17, 2628, CA, Delft, the Netherlands","institution_ids":["https://openalex.org/I98358874"]},{"raw_affiliation_string":"Sharjah Maritime Academy, 180018, Khorfakkan, Sharjah, United Arab Emirates","institution_ids":["https://openalex.org/I4405256013"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068884647","display_name":"Giuseppe M.C. Rosano","orcid":"https://orcid.org/0000-0002-6868-4248","observed_orcids":["https://orcid.org/0000-0002-6868-4248","https://orcid.org/0000-0003-4023-2263"]},"institutions":[{"id":"https://openalex.org/I71267560","display_name":"University of Naples Federico II","ror":"https://ror.org/05290cv24","country_code":"IT","type":"education","lineage":["https://openalex.org/I71267560"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"G. Rosano","raw_affiliation_strings":["University of Naples Federico II, Department of Industrial Engineering, Via Claudio 21, 80125, Naples, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Naples Federico II, Department of Industrial Engineering, Via Claudio 21, 80125, Naples, Italy","institution_ids":["https://openalex.org/I71267560"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5009237048"],"corresponding_institution_ids":["https://openalex.org/I71267560"],"apc_list":{"value":4030,"currency":"USD","value_usd":4030},"apc_paid":{"value":4030,"currency":"USD","value_usd":4030},"fwci":3.1942,"has_fulltext":false,"cited_by_count":32,"citation_normalized_percentile":{"value":0.92724397,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"292","issue":null,"first_page":"116499","last_page":"116499"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11604","display_name":"Ship Hydrodynamics and Maneuverability","score":0.8589000105857849,"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/T11604","display_name":"Ship Hydrodynamics and Maneuverability","score":0.8589000105857849,"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/T12126","display_name":"Maritime Transport Emissions and Efficiency","score":0.03970000147819519,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T14412","display_name":"Marine and Coastal Research","score":0.03849999979138374,"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/container-ships","display_name":"container ships","score":0.9940000176429749},{"id":"https://openalex.org/keywords/ship-design","display_name":"ship design","score":0.6190000176429749},{"id":"https://openalex.org/keywords/early-design-stage","display_name":"preliminary design","score":0.8130000233650208},{"id":"https://openalex.org/keywords/regression-formula","display_name":"regression formula","score":0.8399999737739563},{"id":"https://openalex.org/keywords/ship-size","display_name":"vessel size","score":0.6570000052452087},{"id":"https://openalex.org/keywords/multivariable-regression","display_name":"multivariable regression","score":0.7620000243186951}],"concepts":[{"id":"https://openalex.org/C2781018962","wikidata":"https://www.wikidata.org/wiki/Q5164884","display_name":"Container (type theory)","level":2,"score":0.820383608341217},{"id":"https://openalex.org/C117312493","wikidata":"https://www.wikidata.org/wiki/Q2035437","display_name":"Multivariable calculus","level":2,"score":0.7888072729110718},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.5990472435951233},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.5857996940612793},{"id":"https://openalex.org/C2780586882","wikidata":"https://www.wikidata.org/wiki/Q7520643","display_name":"Simple (philosophy)","level":2,"score":0.5360273718833923},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5064824819564819},{"id":"https://openalex.org/C146357865","wikidata":"https://www.wikidata.org/wiki/Q1123245","display_name":"Stage (stratigraphy)","level":2,"score":0.4786704480648041},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.4671088457107544},{"id":"https://openalex.org/C149769383","wikidata":"https://www.wikidata.org/wiki/Q7520804","display_name":"Simple linear regression","level":3,"score":0.45117443799972534},{"id":"https://openalex.org/C48921125","wikidata":"https://www.wikidata.org/wiki/Q10861030","display_name":"Linear regression","level":2,"score":0.43947482109069824},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.43157249689102173},{"id":"https://openalex.org/C27574286","wikidata":"https://www.wikidata.org/wiki/Q320723","display_name":"Variables","level":2,"score":0.41660332679748535},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.39545172452926636},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3481065034866333},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.3249824643135071},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.29213598370552063},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"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/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","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},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"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/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1016/j.oceaneng.2023.116499","doi":"https://doi.org/10.1016/j.oceaneng.2023.116499","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.oceaneng.2023.116499","pdf_url":null,"source":{"id":"https://openalex.org/S76910236","display_name":"Ocean Engineering","issn_l":"0029-8018","issn":["0029-8018","1873-5258"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-b","jufo-2","ki-jl-1","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Ocean Engineering","raw_type":"journal-article"},{"id":"pmh:oai:arts.units.it:11368/3093538","doi":null,"is_oa":true,"landing_page_url":"https://www.sciencedirect.com/science/article/pii/S0029801823028834","pdf_url":null,"source":{"id":"https://openalex.org/S4306400480","display_name":"ArTS Archivio della ricerca di Trieste (University of Trieste https://www.units.it/)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I142444530","host_organization_name":"University of Trieste","host_organization_lineage":["https://openalex.org/I142444530"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:tudelft.nl:uuid:777c8d37-6367-455e-80fa-1905fa6f6940","doi":null,"is_oa":true,"landing_page_url":"http://resolver.tudelft.nl/uuid:777c8d37-6367-455e-80fa-1905fa6f6940","pdf_url":null,"source":{"id":"https://openalex.org/S4306400906","display_name":"Research Repository (Delft University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I98358874","host_organization_name":"Delft University of Technology","host_organization_lineage":["https://openalex.org/I98358874"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"journal article"}],"best_oa_location":{"id":"doi:10.1016/j.oceaneng.2023.116499","doi":"https://doi.org/10.1016/j.oceaneng.2023.116499","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.oceaneng.2023.116499","pdf_url":null,"source":{"id":"https://openalex.org/S76910236","display_name":"Ocean Engineering","issn_l":"0029-8018","issn":["0029-8018","1873-5258"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-b","jufo-2","ki-jl-1","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Ocean Engineering","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W619764710","https://openalex.org/W1551424638","https://openalex.org/W1965790721","https://openalex.org/W2022126912","https://openalex.org/W2113242816","https://openalex.org/W2122244339","https://openalex.org/W2150985426","https://openalex.org/W2484839326","https://openalex.org/W2771345852","https://openalex.org/W2884443195","https://openalex.org/W2902244603","https://openalex.org/W2906254965","https://openalex.org/W2927819603","https://openalex.org/W2943137762","https://openalex.org/W2950788159","https://openalex.org/W3026900034","https://openalex.org/W3033776757","https://openalex.org/W3037675128","https://openalex.org/W3200786719","https://openalex.org/W4241486596","https://openalex.org/W4283071435","https://openalex.org/W4298343172","https://openalex.org/W4319166645","https://openalex.org/W6756948220"],"related_works":["https://openalex.org/W2902244603","https://openalex.org/W7216467634","https://openalex.org/W3200786719","https://openalex.org/W4410469419","https://openalex.org/W2883255330","https://openalex.org/W2607638538","https://openalex.org/W2902498449","https://openalex.org/W2762134329","https://openalex.org/W4240090057","https://openalex.org/W4285143169"],"abstract_inverted_index":{"The":[0,95,152],"seaway":[1],"trade":[2],"market":[3],"has":[4,65,97],"expanded":[5],"in":[6,87,182,188],"the":[7,22,44,62,93,110,131,138,147,156,183],"last":[8],"years":[9],"and":[10,70,81,104,118,161,175,187],"container":[11,52],"ship":[12,35],"dimensions":[13,27],"are":[14,28,41],"constantly":[15],"increasing":[16],"for":[17],"higher":[18,168],"cargo":[19],"capacity.":[20],"In":[21,43],"early":[23,184],"design":[24,185,190],"stage,":[25],"main":[26,153],"usually":[29],"determined":[30],"based":[31],"on":[32],"an":[33],"existing":[34],"database":[36,48],"from":[37,55],"which":[38,108,165],"regression":[39,163],"formulas":[40,164],"derived.":[42],"present":[45],"paper,":[46],"a":[47,120,167],"of":[49,61,74,92,112,134,142,149,159,170],"260":[50],"non-sister":[51],"ships":[53],"built":[54],"1979":[56],"to":[57,68,124,146],"2022,":[58],"representing":[59],"20%":[60],"world":[63],"fleet,":[64],"been":[66,79,98],"considered":[67],"derive":[69],"compare":[71],"different":[72],"types":[73],"regressions.":[75,126],"Simple":[76],"regressions":[77,103,129],"have":[78,166],"developed":[80],"compared":[82,123],"with":[83],"equivalent":[84],"formulations":[85],"available":[86],"literature,":[88],"proving":[89],"better":[90,121],"approximations":[91],"trends.":[94],"study":[96],"further":[99],"extended":[100],"by":[101,180],"multivariable":[102,162],"forest":[105],"tree":[106,128],"algorithms,":[107],"allow":[109],"use":[111],"more":[113],"than":[114,172],"one":[115],"independent":[116],"variable":[117],"provide":[119],"fitting":[122,135],"simple":[125,160],"Forest":[127],"return":[130],"highest":[132],"values":[133],"coefficients,":[136],"but":[137],"technique":[139],"is":[140,155],"not":[141],"easy":[143],"application":[144],"due":[145],"absence":[148],"mathematical":[150],"expressions.":[151],"contribution":[154],"updated":[157],"set":[158],"goodness":[169],"fit":[171],"previous":[173],"works":[174],"can":[176],"be":[177],"easily":[178],"employed":[179],"designers":[181],"stage":[186],"multi-attribute":[189],"procedures.":[191]},"counts_by_year":[{"year":2026,"cited_by_count":10},{"year":2025,"cited_by_count":17},{"year":2024,"cited_by_count":5}],"updated_date":"2026-11-08T12:12:28.789561","created_date":"2023-12-12T00:00:00"}
