{"id":"https://openalex.org/W2781666301","doi":"https://doi.org/10.1007/s41060-017-0092-8","title":"Maritime pattern extraction and route reconstruction from incomplete AIS data","display_name":"Maritime pattern extraction and route reconstruction from incomplete AIS data","publication_year":2018,"publication_date":"2018-01-06","ids":{"openalex":"https://openalex.org/W2781666301","doi":"https://doi.org/10.1007/s41060-017-0092-8","mag":"2781666301"},"language":"en","primary_location":{"id":"doi:10.1007/s41060-017-0092-8","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s41060-017-0092-8","pdf_url":"https://link.springer.com/content/pdf/10.1007%2Fs41060-017-0092-8.pdf","source":{"id":"https://openalex.org/S4210195017","display_name":"International Journal of Data Science and Analytics","issn_l":"2364-415X","issn":["2364-415X","2364-4168"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Data Science and Analytics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007%2Fs41060-017-0092-8.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5072433896","display_name":"Andrej Dobrkovic","orcid":"https://orcid.org/0000-0002-1363-1181"},"institutions":[{"id":"https://openalex.org/I94624287","display_name":"University of Twente","ror":"https://ror.org/006hf6230","country_code":"NL","type":"education","lineage":["https://openalex.org/I94624287"]}],"countries":["NL"],"is_corresponding":true,"raw_author_name":"Andrej Dobrkovic","raw_affiliation_strings":["Industrial Engineering and Business Information Systems, University of Twente, Enschede, The Netherlands"],"raw_orcid":"https://orcid.org/0000-0002-1363-1181","affiliations":[{"raw_affiliation_string":"Industrial Engineering and Business Information Systems, University of Twente, Enschede, The Netherlands","institution_ids":["https://openalex.org/I94624287"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029981404","display_name":"Maria\u2010Eugenia Iacob","orcid":"https://orcid.org/0000-0002-4004-0117"},"institutions":[{"id":"https://openalex.org/I94624287","display_name":"University of Twente","ror":"https://ror.org/006hf6230","country_code":"NL","type":"education","lineage":["https://openalex.org/I94624287"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Maria-Eugenia Iacob","raw_affiliation_strings":["Industrial Engineering and Business Information Systems, University of Twente, Enschede, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Industrial Engineering and Business Information Systems, University of Twente, Enschede, The Netherlands","institution_ids":["https://openalex.org/I94624287"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039455135","display_name":"Jos van Hillegersberg","orcid":"https://orcid.org/0000-0002-3042-1450"},"institutions":[{"id":"https://openalex.org/I94624287","display_name":"University of Twente","ror":"https://ror.org/006hf6230","country_code":"NL","type":"education","lineage":["https://openalex.org/I94624287"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Jos van Hillegersberg","raw_affiliation_strings":["Industrial Engineering and Business Information Systems, University of Twente, Enschede, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Industrial Engineering and Business Information Systems, University of Twente, Enschede, The Netherlands","institution_ids":["https://openalex.org/I94624287"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5072433896"],"corresponding_institution_ids":["https://openalex.org/I94624287"],"apc_list":{"value":2990,"currency":"USD","value_usd":2990},"apc_paid":{"value":2990,"currency":"USD","value_usd":2990},"fwci":7.4883,"has_fulltext":true,"cited_by_count":88,"citation_normalized_percentile":{"value":0.97883688,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"5","issue":"2-3","first_page":"111","last_page":"136"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11622","display_name":"Maritime Navigation and Safety","score":0.9990000128746033,"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":0.9990000128746033,"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/T11106","display_name":"Data Management and Algorithms","score":0.9726999998092651,"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"}},{"id":"https://openalex.org/T11223","display_name":"Maritime Ports and Logistics","score":0.9678999781608582,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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":0.765231728553772},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6076845526695251},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5525941848754883},{"id":"https://openalex.org/keywords/preprocessor","display_name":"Preprocessor","score":0.5423991680145264},{"id":"https://openalex.org/keywords/automatic-identification-system","display_name":"Automatic Identification System","score":0.46514713764190674},{"id":"https://openalex.org/keywords/pruning","display_name":"Pruning","score":0.4618910849094391},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.4487341046333313},{"id":"https://openalex.org/keywords/graph-traversal","display_name":"Graph traversal","score":0.4170864522457123},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.27111032605171204},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2416171133518219},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.1956326961517334}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.765231728553772},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6076845526695251},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5525941848754883},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.5423991680145264},{"id":"https://openalex.org/C146997752","wikidata":"https://www.wikidata.org/wiki/Q787197","display_name":"Automatic Identification System","level":2,"score":0.46514713764190674},{"id":"https://openalex.org/C108010975","wikidata":"https://www.wikidata.org/wiki/Q500094","display_name":"Pruning","level":2,"score":0.4618910849094391},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.4487341046333313},{"id":"https://openalex.org/C96333769","wikidata":"https://www.wikidata.org/wiki/Q907955","display_name":"Graph traversal","level":3,"score":0.4170864522457123},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.27111032605171204},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2416171133518219},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.1956326961517334},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s41060-017-0092-8","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s41060-017-0092-8","pdf_url":"https://link.springer.com/content/pdf/10.1007%2Fs41060-017-0092-8.pdf","source":{"id":"https://openalex.org/S4210195017","display_name":"International Journal of Data Science and Analytics","issn_l":"2364-415X","issn":["2364-415X","2364-4168"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Data Science and Analytics","raw_type":"journal-article"},{"id":"pmh:oai:ris.utwente.nl:openaire_cris_publications/77ad5851-ba26-42fc-b899-703ca008ebc7","is_oa":true,"landing_page_url":"https://research.utwente.nl/en/publications/77ad5851-ba26-42fc-b899-703ca008ebc7","pdf_url":null,"source":{"id":"https://openalex.org/S4406922991","display_name":"University of Twente Research Information","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Dobrkovic, A, Iacob, M-E & van Hillegersberg, J 2018, 'Maritime pattern extraction and route reconstruction from incomplete AIS data', International Journal of Data Science and Analytics, vol. 5, no. 2-3, pp. 111-136. https://doi.org/10.1007/s41060-017-0092-8","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1007/s41060-017-0092-8","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s41060-017-0092-8","pdf_url":"https://link.springer.com/content/pdf/10.1007%2Fs41060-017-0092-8.pdf","source":{"id":"https://openalex.org/S4210195017","display_name":"International Journal of Data Science and Analytics","issn_l":"2364-415X","issn":["2364-415X","2364-4168"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Data Science and Analytics","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/14","display_name":"Life below water","score":0.8600000143051147}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321015","display_name":"University of Twente","ror":"https://ror.org/006hf6230"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2781666301.pdf","grobid_xml":"https://content.openalex.org/works/W2781666301.grobid-xml"},"referenced_works_count":20,"referenced_works":["https://openalex.org/W201915264","https://openalex.org/W1490960774","https://openalex.org/W1827315716","https://openalex.org/W1981398125","https://openalex.org/W2005948381","https://openalex.org/W2008196645","https://openalex.org/W2012580531","https://openalex.org/W2023846135","https://openalex.org/W2065696385","https://openalex.org/W2083442964","https://openalex.org/W2108031918","https://openalex.org/W2130494750","https://openalex.org/W2136922540","https://openalex.org/W2180402105","https://openalex.org/W2300250793","https://openalex.org/W2342726055","https://openalex.org/W2407796722","https://openalex.org/W2566158755","https://openalex.org/W2604775794","https://openalex.org/W2604951283"],"related_works":["https://openalex.org/W2788604587","https://openalex.org/W4321456424","https://openalex.org/W2171531069","https://openalex.org/W4205214170","https://openalex.org/W6776735","https://openalex.org/W2067795130","https://openalex.org/W4252596799","https://openalex.org/W4254594467","https://openalex.org/W4230405657","https://openalex.org/W244044452"],"abstract_inverted_index":{"Effective":[0],"barge":[1],"scheduling":[2],"in":[3,21],"the":[4,11,14,18,38,63,90,101,104,132,138,144,149,164,168,185,192],"logistic":[5],"domain":[6],"requires":[7],"advanced":[8],"information":[9],"on":[10,116,148],"availability":[12],"of":[13,29,96,106,196],"port":[15],"terminals":[16],"and":[17,50,66,125,143,160,194],"maritime":[19,48],"traffic":[20],"their":[22],"vicinity.":[23],"To":[24,69],"enable":[25],"a":[26,54,75,108,117],"long-term":[27],"prediction":[28],"vessel":[30,81],"arrival":[31],"times,":[32],"we":[33,73,85,129],"investigate":[34],"how":[35,87,131],"to":[36,46,61,79,88,92,190],"use":[37,74],"publicly":[39],"available":[40],"automatic":[41],"identification":[42],"system":[43],"(AIS)":[44],"data":[45,98,113,142,189],"identify":[47],"patterns":[49,173],"transform":[51],"them":[52],"into":[53],"directed":[55],"graph":[56,158],"that":[57,156],"can":[58,134],"be":[59],"used":[60],"estimate":[62],"potential":[64],"trajectories":[65],"destination":[67],"points.":[68],"tackle":[70],"this":[71,146,197],"problem,":[72],"genetic":[76],"algorithm":[77,133],"(GA)":[78],"cluster":[80],"position":[82],"data.":[83],"Then,":[84],"show":[86,130],"enhance":[89],"process":[91],"allow":[93],"fast":[94],"computation":[95],"incremental":[97],"coming":[99],"from":[100],"sensors,":[102],"including":[103],"importance":[105],"adding":[107],"quad":[109],"tree":[110],"structure":[111],"for":[112,179],"preprocessing.":[114],"Focusing":[115],"real":[118],"case":[119],"implementation,":[120],"characterized":[121],"by":[122,167,170,184],"partially":[123],"incomplete":[124],"noisy":[126],"AIS":[127],"data,":[128],"handle":[135],"routes":[136,178],"intersecting":[137],"regions":[139],"with":[140,174],"missing":[141],"repercussions":[145],"has":[147],"route":[150],"graph.":[151],"Finally,":[152],"postprocessing":[153],"is":[154],"explained":[155],"handles":[157],"pruning":[159],"filtering.":[161],"We":[162],"validate":[163],"results":[165],"produced":[166],"GA":[169],"comparing":[171],"resulting":[172],"known":[175],"inland":[176],"water":[177],"two":[180],"Dutch":[181],"provinces":[182],"followed":[183],"simulation":[186],"using":[187],"synthetic":[188],"highlight":[191],"strengths":[193],"weaknesses":[195],"approach.":[198]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":14},{"year":2024,"cited_by_count":13},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":13},{"year":2021,"cited_by_count":12},{"year":2020,"cited_by_count":11},{"year":2019,"cited_by_count":9},{"year":2018,"cited_by_count":5}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}