{"id":"https://openalex.org/W2885942967","doi":"https://doi.org/10.1080/24751839.2018.1501542","title":"Extreme deep learning in biosecurity: the case of machine hearing for marine species identification","display_name":"Extreme deep learning in biosecurity: the case of machine hearing for marine species identification","publication_year":2018,"publication_date":"2018-08-02","ids":{"openalex":"https://openalex.org/W2885942967","doi":"https://doi.org/10.1080/24751839.2018.1501542","mag":"2885942967"},"language":"en","primary_location":{"id":"doi:10.1080/24751839.2018.1501542","is_oa":true,"landing_page_url":"https://doi.org/10.1080/24751839.2018.1501542","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/24751839.2018.1501542?needAccess=true","source":{"id":"https://openalex.org/S4210226961","display_name":"Journal of Information and Telecommunication","issn_l":"2475-1839","issn":["2475-1839","2475-1847"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Information and Telecommunication","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.tandfonline.com/doi/pdf/10.1080/24751839.2018.1501542?needAccess=true","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5064140827","display_name":"Konstantinos Demertzis","orcid":"https://orcid.org/0000-0003-1330-5228"},"institutions":[{"id":"https://openalex.org/I147962203","display_name":"Democritus University of Thrace","ror":"https://ror.org/03bfqnx40","country_code":"GR","type":"education","lineage":["https://openalex.org/I147962203"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Konstantinos Demertzis","raw_affiliation_strings":["School of Engineering, Department of Civil Engineering, Lab of Mathematics and Informatics, Democritus University of Thrace, Xanthi, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Engineering, Department of Civil Engineering, Lab of Mathematics and Informatics, Democritus University of Thrace, Xanthi, Greece","institution_ids":["https://openalex.org/I147962203"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103366936","display_name":"Lazaros S. Iliadis","orcid":null},"institutions":[{"id":"https://openalex.org/I147962203","display_name":"Democritus University of Thrace","ror":"https://ror.org/03bfqnx40","country_code":"GR","type":"education","lineage":["https://openalex.org/I147962203"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Lazaros S. Iliadis","raw_affiliation_strings":["School of Engineering, Department of Civil Engineering, Lab of Mathematics and Informatics, Democritus University of Thrace, Xanthi, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Engineering, Department of Civil Engineering, Lab of Mathematics and Informatics, Democritus University of Thrace, Xanthi, Greece","institution_ids":["https://openalex.org/I147962203"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091442194","display_name":"Vardis-Dimitris Anezakis","orcid":"https://orcid.org/0000-0002-4012-0651"},"institutions":[{"id":"https://openalex.org/I147962203","display_name":"Democritus University of Thrace","ror":"https://ror.org/03bfqnx40","country_code":"GR","type":"education","lineage":["https://openalex.org/I147962203"]}],"countries":["GR"],"is_corresponding":true,"raw_author_name":"Vardis-Dimitris Anezakis","raw_affiliation_strings":["Department of Forestry and Management of the Environment and Natural Resources, Democritus University of Thrace, Orestiada, Greece"],"raw_orcid":"https://orcid.org/0000-0002-4012-0651","affiliations":[{"raw_affiliation_string":"Department of Forestry and Management of the Environment and Natural Resources, Democritus University of Thrace, Orestiada, Greece","institution_ids":["https://openalex.org/I147962203"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5091442194"],"corresponding_institution_ids":["https://openalex.org/I147962203"],"apc_list":{"value":925,"currency":"GBP","value_usd":1134},"apc_paid":{"value":925,"currency":"GBP","value_usd":1134},"fwci":1.1729,"has_fulltext":false,"cited_by_count":26,"citation_normalized_percentile":{"value":0.78505172,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"2","issue":"4","first_page":"492","last_page":"510"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12388","display_name":"Identification and Quantification in Food","score":0.9868999719619751,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T12388","display_name":"Identification and Quantification in Food","score":0.9868999719619751,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T12676","display_name":"Machine Learning and ELM","score":0.968999981880188,"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9422000050544739,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/biosecurity","display_name":"Biosecurity","score":0.8579010963439941},{"id":"https://openalex.org/keywords/biosafety","display_name":"Biosafety","score":0.7617605924606323},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.5588020086288452},{"id":"https://openalex.org/keywords/invasive-species","display_name":"Invasive species","score":0.5007927417755127},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.464366614818573},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.41488033533096313},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3650102913379669},{"id":"https://openalex.org/keywords/environmental-resource-management","display_name":"Environmental resource management","score":0.32846570014953613},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.32038241624832153},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.25264739990234375},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.20344358682632446},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.18095004558563232}],"concepts":[{"id":"https://openalex.org/C2781368420","wikidata":"https://www.wikidata.org/wiki/Q803874","display_name":"Biosecurity","level":2,"score":0.8579010963439941},{"id":"https://openalex.org/C52384281","wikidata":"https://www.wikidata.org/wiki/Q864713","display_name":"Biosafety","level":2,"score":0.7617605924606323},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5588020086288452},{"id":"https://openalex.org/C136020623","wikidata":"https://www.wikidata.org/wiki/Q183368","display_name":"Invasive species","level":2,"score":0.5007927417755127},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.464366614818573},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.41488033533096313},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3650102913379669},{"id":"https://openalex.org/C107826830","wikidata":"https://www.wikidata.org/wiki/Q929380","display_name":"Environmental resource management","level":1,"score":0.32846570014953613},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.32038241624832153},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.25264739990234375},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.20344358682632446},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.18095004558563232}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1080/24751839.2018.1501542","is_oa":true,"landing_page_url":"https://doi.org/10.1080/24751839.2018.1501542","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/24751839.2018.1501542?needAccess=true","source":{"id":"https://openalex.org/S4210226961","display_name":"Journal of Information and Telecommunication","issn_l":"2475-1839","issn":["2475-1839","2475-1847"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Information and Telecommunication","raw_type":"journal-article"},{"id":"pmh:oai:HAL:hal-02155866v1","is_oa":false,"landing_page_url":"https://hal.science/hal-02155866","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of Information and Telecommunication, 2018, 2 (4), pp.492-510. &#x27E8;10.1080/24751839.2018.1501542&#x27E9;","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:doaj.org/article:497883ca24f247c5b690a70d376e8f62","is_oa":true,"landing_page_url":"https://doaj.org/article/497883ca24f247c5b690a70d376e8f62","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":"Journal of Information and Telecommunication, Vol 2, Iss 4, Pp 492-510 (2018)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1080/24751839.2018.1501542","is_oa":true,"landing_page_url":"https://doi.org/10.1080/24751839.2018.1501542","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/24751839.2018.1501542?needAccess=true","source":{"id":"https://openalex.org/S4210226961","display_name":"Journal of Information and Telecommunication","issn_l":"2475-1839","issn":["2475-1839","2475-1847"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Information and Telecommunication","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.7799999713897705,"display_name":"Life below water","id":"https://metadata.un.org/sdg/14"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2885942967.pdf"},"referenced_works_count":23,"referenced_works":["https://openalex.org/W2098290011","https://openalex.org/W2101674911","https://openalex.org/W2132549764","https://openalex.org/W2150341604","https://openalex.org/W2158054309","https://openalex.org/W2158698691","https://openalex.org/W2160815625","https://openalex.org/W2163605009","https://openalex.org/W2192412620","https://openalex.org/W2235954084","https://openalex.org/W2304612345","https://openalex.org/W2519524325","https://openalex.org/W2527791865","https://openalex.org/W2567582497","https://openalex.org/W2607308654","https://openalex.org/W2612464443","https://openalex.org/W2616431060","https://openalex.org/W2736263403","https://openalex.org/W2745032840","https://openalex.org/W2764005395","https://openalex.org/W2776041320","https://openalex.org/W2994602700","https://openalex.org/W4205947740"],"related_works":["https://openalex.org/W4297535425","https://openalex.org/W4297825021","https://openalex.org/W4390783703","https://openalex.org/W2360800167","https://openalex.org/W2228762240","https://openalex.org/W2325801820","https://openalex.org/W4389682122","https://openalex.org/W2978525792","https://openalex.org/W4388598109","https://openalex.org/W2969456034"],"abstract_inverted_index":{"Biosafety":[0],"is":[1,55,91,125,150,172],"defined":[2],"as":[3],"a":[4],"set":[5],"of":[6,14,30,43,57,94,115,162],"preventive":[7],"measures":[8],"aimed":[9],"at":[10],"reducing":[11],"the":[12,31,39,58,92,101,113,129,153,157,163],"risk":[13],"infectious":[15],"diseases\u2019":[16],"spread":[17,42],"to":[18,63],"crops":[19],"and":[20,27,41,117],"animals,":[21],"by":[22,79,127,175,190],"providing":[23],"quarantine":[24],"pesticides.":[25],"Prolonged":[26],"sustained":[28],"overheating":[29],"sea,":[32],"creates":[33],"significant":[34,110],"habitat":[35],"losses,":[36],"resulting":[37],"in":[38,169],"proliferation":[40],"invasive":[44,95],"species,":[45],"which":[46],"invade":[47],"foreign":[48],"areas":[49],"typically":[50],"seeking":[51],"colder":[52],"climate.":[53],"This":[54,105],"one":[56],"most":[59],"important":[60],"modern":[61],"threats":[62],"marine":[64],"biosafety.":[65],"The":[66,88,140,160],"research":[67,192],"effort":[68],"presented":[69],"herein,":[70],"proposes":[71],"an":[72,81,143,176],"innovative":[73,144,178],"approach":[74,179],"for":[75,152,156],"Marine":[76],"Species":[77],"Identification,":[78],"employing":[80],"advanced":[82],"intelligent":[83],"Machine":[84,137],"Hearing":[85,123],"Framework":[86],"(MHF).":[87],"final":[89],"target":[90],"identification":[93],"alien":[96],"species":[97],"(IAS)":[98],"based":[99],"on":[100],"sounds":[102],"they":[103],"produce.":[104],"classification":[106],"attempt,":[107],"can":[108,118],"provide":[109],"aid":[111],"towards":[112],"protection":[114],"biodiversity,":[116],"achieve":[119],"overall":[120],"regional":[121],"biosecurity.":[122],"recognition":[124],"performed":[126],"using":[128],"Online":[130],"Sequential":[131],"Multilayer":[132],"Graph":[133],"Regularized":[134],"Extreme":[135],"Learning":[136,146],"Autoencoder":[138],"(MIGRATE_ELM).":[139],"MIGRATE_ELM":[141],"uses":[142],"Deep":[145],"algorithm":[147],"(DELE)":[148],"that":[149,186],"applied":[151],"first":[154],"time":[155],"above":[158],"purpose.":[159],"assignment":[161],"corresponding":[164],"class":[165],"\u2018native\u2019":[166],"or":[167],"\u2018invasive\u2019":[168],"its":[170],"locality,":[171],"carried":[173],"out":[174],"equally":[177],"entitled":[180],"\u2018Geo":[181],"Location":[182],"Country":[183],"Based":[184],"Service\u2019":[185],"has":[187],"been":[188],"proposed":[189],"our":[191],"team.":[193]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":1}],"updated_date":"2026-05-22T06:13:13.366637","created_date":"2025-10-10T00:00:00"}
