{"id":"https://openalex.org/W4206398493","doi":"https://doi.org/10.1109/bigdata52589.2021.9671732","title":"Online Distributed Maritime Event Detection &amp; Forecasting over Big Vessel Tracking Data","display_name":"Online Distributed Maritime Event Detection &amp; Forecasting over Big Vessel Tracking Data","publication_year":2021,"publication_date":"2021-12-15","ids":{"openalex":"https://openalex.org/W4206398493","doi":"https://doi.org/10.1109/bigdata52589.2021.9671732"},"language":"en","primary_location":{"id":"doi:10.1109/bigdata52589.2021.9671732","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata52589.2021.9671732","pdf_url":null,"source":{"id":"https://openalex.org/S4363607718","display_name":"2021 IEEE International Conference on Big Data (Big Data)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE International Conference on Big Data (Big Data)","raw_type":"proceedings-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/A5002936382","display_name":"Marios Vodas","orcid":"https://orcid.org/0000-0002-6992-9497"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Marios Vodas","raw_affiliation_strings":["MarineTraffic"],"affiliations":[{"raw_affiliation_string":"MarineTraffic","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030928094","display_name":"Konstantina Bereta","orcid":"https://orcid.org/0000-0001-8728-6264"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Konstantina Bereta","raw_affiliation_strings":["MarineTraffic"],"affiliations":[{"raw_affiliation_string":"MarineTraffic","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025993458","display_name":"Dimitris Kladis","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Dimitris Kladis","raw_affiliation_strings":["MarineTraffic"],"affiliations":[{"raw_affiliation_string":"MarineTraffic","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076536574","display_name":"Dimitris Zissis","orcid":"https://orcid.org/0000-0003-2870-2656"},"institutions":[{"id":"https://openalex.org/I98805295","display_name":"University of the Aegean","ror":"https://ror.org/03zsp3p94","country_code":"GR","type":"education","lineage":["https://openalex.org/I98805295"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Dimitris Zissis","raw_affiliation_strings":["MarineTraffic","University of the Aegean"],"affiliations":[{"raw_affiliation_string":"MarineTraffic","institution_ids":[]},{"raw_affiliation_string":"University of the Aegean","institution_ids":["https://openalex.org/I98805295"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010846207","display_name":"Elias Alevizos","orcid":"https://orcid.org/0000-0002-9260-0024"},"institutions":[{"id":"https://openalex.org/I203474044","display_name":"National Centre of Scientific Research \"Demokritos\"","ror":"https://ror.org/038jp4m40","country_code":"GR","type":"facility","lineage":["https://openalex.org/I203474044"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Elias Alevizos","raw_affiliation_strings":["NCSR Demokritos"],"affiliations":[{"raw_affiliation_string":"NCSR Demokritos","institution_ids":["https://openalex.org/I203474044"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086910183","display_name":"Emmanouil Ntoulias","orcid":"https://orcid.org/0000-0002-6640-3764"},"institutions":[{"id":"https://openalex.org/I203474044","display_name":"National Centre of Scientific Research \"Demokritos\"","ror":"https://ror.org/038jp4m40","country_code":"GR","type":"facility","lineage":["https://openalex.org/I203474044"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Emmanouil Ntoulias","raw_affiliation_strings":["NCSR Demokritos"],"affiliations":[{"raw_affiliation_string":"NCSR Demokritos","institution_ids":["https://openalex.org/I203474044"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076689521","display_name":"Alexander Artikis","orcid":"https://orcid.org/0000-0001-6899-4599"},"institutions":[{"id":"https://openalex.org/I203474044","display_name":"National Centre of Scientific Research \"Demokritos\"","ror":"https://ror.org/038jp4m40","country_code":"GR","type":"facility","lineage":["https://openalex.org/I203474044"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Alexander Artikis","raw_affiliation_strings":["NCSR Demokritos"],"affiliations":[{"raw_affiliation_string":"NCSR Demokritos","institution_ids":["https://openalex.org/I203474044"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044916998","display_name":"Antonios Deligiannakis","orcid":"https://orcid.org/0000-0001-9449-1573"},"institutions":[{"id":"https://openalex.org/I203474044","display_name":"National Centre of Scientific Research \"Demokritos\"","ror":"https://ror.org/038jp4m40","country_code":"GR","type":"facility","lineage":["https://openalex.org/I203474044"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Antonios Deligiannakis","raw_affiliation_strings":["NCSR Demokritos"],"affiliations":[{"raw_affiliation_string":"NCSR Demokritos","institution_ids":["https://openalex.org/I203474044"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112745665","display_name":"Antonios Kontaxakis","orcid":null},"institutions":[{"id":"https://openalex.org/I4210156054","display_name":"Athena Research and Innovation Center In Information Communication & Knowledge Technologies","ror":"https://ror.org/0576by029","country_code":"GR","type":"facility","lineage":["https://openalex.org/I4210156054"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Antonios Kontaxakis","raw_affiliation_strings":["Athena Research Center"],"affiliations":[{"raw_affiliation_string":"Athena Research Center","institution_ids":["https://openalex.org/I4210156054"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015974731","display_name":"Nikos Giatrakos","orcid":"https://orcid.org/0000-0002-8218-707X"},"institutions":[{"id":"https://openalex.org/I4210156054","display_name":"Athena Research and Innovation Center In Information Communication & Knowledge Technologies","ror":"https://ror.org/0576by029","country_code":"GR","type":"facility","lineage":["https://openalex.org/I4210156054"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Nikos Giatrakos","raw_affiliation_strings":["Athena Research Center"],"affiliations":[{"raw_affiliation_string":"Athena Research Center","institution_ids":["https://openalex.org/I4210156054"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023261006","display_name":"David Arnu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"David Arnu","raw_affiliation_strings":["RapidMiner GmbH"],"affiliations":[{"raw_affiliation_string":"RapidMiner GmbH","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091374012","display_name":"Edwin Yaqub","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Edwin Yaqub","raw_affiliation_strings":["RapidMiner GmbH"],"affiliations":[{"raw_affiliation_string":"RapidMiner GmbH","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108274158","display_name":"F. Temme","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Fabian Temme","raw_affiliation_strings":["RapidMiner GmbH"],"affiliations":[{"raw_affiliation_string":"RapidMiner GmbH","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051663549","display_name":"Mate Torok","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mate Torok","raw_affiliation_strings":["RapidMiner GmbH"],"affiliations":[{"raw_affiliation_string":"RapidMiner GmbH","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023081056","display_name":"Ralf Klinkenberg","orcid":"https://orcid.org/0000-0002-5387-9464"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ralf Klinkenberg","raw_affiliation_strings":["RapidMiner GmbH"],"affiliations":[{"raw_affiliation_string":"RapidMiner GmbH","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":15,"corresponding_author_ids":["https://openalex.org/A5002936382"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.3808,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.9408812,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"2052","last_page":"2057"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11622","display_name":"Maritime Navigation and Safety","score":0.9983999729156494,"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":0.9983999729156494,"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/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.9433000087738037,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9377999901771545,"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/computer-science","display_name":"Computer science","score":0.7358887791633606},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.7318111062049866},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.6398202180862427},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.6254132986068726},{"id":"https://openalex.org/keywords/situation-awareness","display_name":"Situation awareness","score":0.5159002542495728},{"id":"https://openalex.org/keywords/data-stream-mining","display_name":"Data stream mining","score":0.5006911754608154},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.47362345457077026},{"id":"https://openalex.org/keywords/component","display_name":"Component (thermodynamics)","score":0.4485418498516083},{"id":"https://openalex.org/keywords/state","display_name":"State (computer science)","score":0.4214264750480652},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3966018557548523},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.2821560502052307},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.2554584741592407},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.22909805178642273},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1195828914642334}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7358887791633606},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.7318111062049866},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.6398202180862427},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.6254132986068726},{"id":"https://openalex.org/C145804949","wikidata":"https://www.wikidata.org/wiki/Q478123","display_name":"Situation awareness","level":2,"score":0.5159002542495728},{"id":"https://openalex.org/C89198739","wikidata":"https://www.wikidata.org/wiki/Q3079880","display_name":"Data stream mining","level":2,"score":0.5006911754608154},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.47362345457077026},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.4485418498516083},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.4214264750480652},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3966018557548523},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.2821560502052307},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.2554584741592407},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.22909805178642273},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1195828914642334},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bigdata52589.2021.9671732","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata52589.2021.9671732","pdf_url":null,"source":{"id":"https://openalex.org/S4363607718","display_name":"2021 IEEE International Conference on Big Data (Big Data)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE International Conference on Big Data (Big Data)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7200000286102295,"display_name":"Life below water","id":"https://metadata.un.org/sdg/14"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W2138044257","https://openalex.org/W2551641323","https://openalex.org/W2621772777","https://openalex.org/W2676873924","https://openalex.org/W2803941390","https://openalex.org/W2907799996","https://openalex.org/W2964273806","https://openalex.org/W3011915942","https://openalex.org/W3043253280","https://openalex.org/W3093997863","https://openalex.org/W3101001020","https://openalex.org/W3157105884","https://openalex.org/W6794834137"],"related_works":["https://openalex.org/W4390608645","https://openalex.org/W4247566972","https://openalex.org/W4394895745","https://openalex.org/W2960264696","https://openalex.org/W3090563135","https://openalex.org/W2497432351","https://openalex.org/W4206777497","https://openalex.org/W2910064364","https://openalex.org/W4200136508","https://openalex.org/W2908411463"],"abstract_inverted_index":{"We":[0],"present":[1],"a":[2,47,102],"Maritime":[3,37],"Situational":[4],"Awareness":[5],"(MSA)":[6],"framework":[7,28,95],"for":[8,75],"detecting":[9],"and":[10,96,120],"forecasting":[11],"maritime":[12,21,52,76,88],"events":[13,53],"(e.g.,":[14],"illegal":[15],"fishing)":[16],"over":[17],"streams":[18],"of":[19,25,54,87,93,101,134],"Big":[20,123],"Data.":[22],"The":[23],"architecture":[24],"the":[26,31,36,62,79,91,94,98,113],"MSA":[27],"relies":[29],"on":[30,46,132],"following":[32],"state-of-the-art":[33,69],"components:":[34],"(i)":[35],"Event":[38,64,72],"Detector":[39],"which":[40,67,127],"uses":[41],"data-driven":[42],"distributed":[43,70,135],"techniques":[44,74],"deployed":[45,130],"computer":[48],"cluster":[49],"to":[50,117],"detect":[51],"interest":[55],"in":[56],"an":[57],"online,":[58],"real-time":[59],"fashion,":[60],"(ii)":[61],"Complex":[63,71],"Forecasting":[65,73],"module,":[66],"implements":[68],"data,":[77],"(iii)":[78],"Synopses":[80],"Data":[81,124],"Engine":[82],"component,":[83],"that":[84,110],"creates":[85],"synopses":[86],"data":[89,104],"improving":[90],"scalability":[92],"(iv)":[97],"streaming":[99],"extension":[100],"popular":[103],"science":[105],"platform,":[106],"namely":[107],"RapidMiner":[108],"Studio,":[109],"integrates":[111],"all":[112],"above,":[114],"allowing":[115],"users":[116],"graphically":[118],"design":[119],"rapidly":[121],"implement":[122],"analytics":[125],"pipelines":[126],"can":[128],"be":[129],"transparently":[131],"top":[133],"architectures.":[136]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
