{"id":"https://openalex.org/W4361004431","doi":"https://doi.org/10.3390/data8040064","title":"Improving an Acoustic Vehicle Detector Using an Iterative Self-Supervision Procedure","display_name":"Improving an Acoustic Vehicle Detector Using an Iterative Self-Supervision Procedure","publication_year":2023,"publication_date":"2023-03-25","ids":{"openalex":"https://openalex.org/W4361004431","doi":"https://doi.org/10.3390/data8040064"},"language":"en","primary_location":{"id":"doi:10.3390/data8040064","is_oa":true,"landing_page_url":"https://doi.org/10.3390/data8040064","pdf_url":"https://www.mdpi.com/2306-5729/8/4/64/pdf?version=1679735019","source":{"id":"https://openalex.org/S4210226510","display_name":"Data","issn_l":"2306-5729","issn":["2306-5729"],"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":"Data","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2306-5729/8/4/64/pdf?version=1679735019","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5027346074","display_name":"Birdy Phathanapirom","orcid":null},"institutions":[{"id":"https://openalex.org/I1289243028","display_name":"Oak Ridge National Laboratory","ror":"https://ror.org/01qz5mb56","country_code":"US","type":"facility","lineage":["https://openalex.org/I1289243028","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I4210159294"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Birdy Phathanapirom","raw_affiliation_strings":["Oak Ridge National Laboratory, Oak Ridge, TN 37830, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Oak Ridge National Laboratory, Oak Ridge, TN 37830, USA","institution_ids":["https://openalex.org/I1289243028"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032514394","display_name":"Jason Hite","orcid":"https://orcid.org/0000-0001-8931-5815"},"institutions":[{"id":"https://openalex.org/I1289243028","display_name":"Oak Ridge National Laboratory","ror":"https://ror.org/01qz5mb56","country_code":"US","type":"facility","lineage":["https://openalex.org/I1289243028","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I4210159294"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jason Hite","raw_affiliation_strings":["Oak Ridge National Laboratory, Oak Ridge, TN 37830, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Oak Ridge National Laboratory, Oak Ridge, TN 37830, USA","institution_ids":["https://openalex.org/I1289243028"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075229407","display_name":"Kenneth Dayman","orcid":"https://orcid.org/0000-0002-1405-147X"},"institutions":[{"id":"https://openalex.org/I1289243028","display_name":"Oak Ridge National Laboratory","ror":"https://ror.org/01qz5mb56","country_code":"US","type":"facility","lineage":["https://openalex.org/I1289243028","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I4210159294"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kenneth Dayman","raw_affiliation_strings":["Oak Ridge National Laboratory, Oak Ridge, TN 37830, USA"],"raw_orcid":"https://orcid.org/0000-0002-1405-147X","affiliations":[{"raw_affiliation_string":"Oak Ridge National Laboratory, Oak Ridge, TN 37830, USA","institution_ids":["https://openalex.org/I1289243028"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085632430","display_name":"David L. Chichester","orcid":"https://orcid.org/0000-0002-8511-4458"},"institutions":[{"id":"https://openalex.org/I2800102766","display_name":"Idaho National Laboratory","ror":"https://ror.org/00ty2a548","country_code":"US","type":"facility","lineage":["https://openalex.org/I1325736334","https://openalex.org/I1330989302","https://openalex.org/I2800102766","https://openalex.org/I2801818860"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"David Chichester","raw_affiliation_strings":["Idaho National Laboratory, Idaho Falls, ID 83415, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Idaho National Laboratory, Idaho Falls, ID 83415, USA","institution_ids":["https://openalex.org/I2800102766"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102917074","display_name":"J.A. Johnson","orcid":"https://orcid.org/0000-0003-1545-0568"},"institutions":[{"id":"https://openalex.org/I1289243028","display_name":"Oak Ridge National Laboratory","ror":"https://ror.org/01qz5mb56","country_code":"US","type":"facility","lineage":["https://openalex.org/I1289243028","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I4210159294"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jared Johnson","raw_affiliation_strings":["Oak Ridge National Laboratory, Oak Ridge, TN 37830, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Oak Ridge National Laboratory, Oak Ridge, TN 37830, USA","institution_ids":["https://openalex.org/I1289243028"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5027346074"],"corresponding_institution_ids":["https://openalex.org/I1289243028"],"apc_list":{"value":1600,"currency":"CHF","value_usd":1732},"apc_paid":{"value":1600,"currency":"CHF","value_usd":1732},"fwci":0.3838,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.52534819,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":"8","issue":"4","first_page":"64","last_page":"64"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11309","display_name":"Music and Audio Processing","score":0.9976999759674072,"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"}},"topics":[{"id":"https://openalex.org/T11309","display_name":"Music and Audio Processing","score":0.9976999759674072,"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/T10201","display_name":"Speech Recognition and Synthesis","score":0.992900013923645,"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/T11609","display_name":"Geophysical Methods and Applications","score":0.9853000044822693,"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/computer-science","display_name":"Computer science","score":0.7649799585342407},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5976346731185913},{"id":"https://openalex.org/keywords/oak-ridge-national-laboratory","display_name":"Oak Ridge National Laboratory","score":0.5839846134185791},{"id":"https://openalex.org/keywords/fidelity","display_name":"Fidelity","score":0.5528066158294678},{"id":"https://openalex.org/keywords/data-collection","display_name":"Data collection","score":0.5303711891174316},{"id":"https://openalex.org/keywords/test-data","display_name":"Test data","score":0.5276538133621216},{"id":"https://openalex.org/keywords/detector","display_name":"Detector","score":0.4733034670352936},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4464772939682007},{"id":"https://openalex.org/keywords/training-set","display_name":"Training set","score":0.4315834939479828},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4175625443458557},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.39554864168167114}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7649799585342407},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5976346731185913},{"id":"https://openalex.org/C2775907726","wikidata":"https://www.wikidata.org/wiki/Q714439","display_name":"Oak Ridge National Laboratory","level":2,"score":0.5839846134185791},{"id":"https://openalex.org/C2776459999","wikidata":"https://www.wikidata.org/wiki/Q2119376","display_name":"Fidelity","level":2,"score":0.5528066158294678},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.5303711891174316},{"id":"https://openalex.org/C16910744","wikidata":"https://www.wikidata.org/wiki/Q7705759","display_name":"Test data","level":2,"score":0.5276538133621216},{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.4733034670352936},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4464772939682007},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.4315834939479828},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4175625443458557},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.39554864168167114},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C185544564","wikidata":"https://www.wikidata.org/wiki/Q81197","display_name":"Nuclear physics","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":7,"locations":[{"id":"doi:10.3390/data8040064","is_oa":true,"landing_page_url":"https://doi.org/10.3390/data8040064","pdf_url":"https://www.mdpi.com/2306-5729/8/4/64/pdf?version=1679735019","source":{"id":"https://openalex.org/S4210226510","display_name":"Data","issn_l":"2306-5729","issn":["2306-5729"],"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":"Data","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:gam:jdataj:v:8:y:2023:i:4:p:64-:d:1107305","is_oa":false,"landing_page_url":"https://www.mdpi.com/2306-5729/8/4/64/","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},{"id":"pmh:oai:doaj.org/article:2ddc4bb0b0c34252a1cb4bf72b6aafb9","is_oa":true,"landing_page_url":"https://doaj.org/article/2ddc4bb0b0c34252a1cb4bf72b6aafb9","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Data, Vol 8, Iss 4, p 64 (2023)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2306-5729/8/4/64/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/data8040064","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"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":"Data; Volume 8; Issue 4; Pages: 64","raw_type":"Text"},{"id":"pmh:oai:osti.gov:1963506","is_oa":true,"landing_page_url":"https://www.osti.gov/biblio/1963506","pdf_url":null,"source":{"id":"https://openalex.org/S4306402487","display_name":"OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I139351228","host_organization_name":"Office of Scientific and Technical Information","host_organization_lineage":["https://openalex.org/I139351228"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null},{"id":"pmh:oai:osti.gov:1988127","is_oa":true,"landing_page_url":"https://www.osti.gov/biblio/1988127","pdf_url":null,"source":{"id":"https://openalex.org/S4306402487","display_name":"OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I139351228","host_organization_name":"Office of Scientific and Technical Information","host_organization_lineage":["https://openalex.org/I139351228"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null},{"id":"pmh:oai:osti.gov:1997795","is_oa":true,"landing_page_url":"https://www.osti.gov/biblio/1997795","pdf_url":null,"source":{"id":"https://openalex.org/S4306402487","display_name":"OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I139351228","host_organization_name":"Office of Scientific and Technical Information","host_organization_lineage":["https://openalex.org/I139351228"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":{"id":"doi:10.3390/data8040064","is_oa":true,"landing_page_url":"https://doi.org/10.3390/data8040064","pdf_url":"https://www.mdpi.com/2306-5729/8/4/64/pdf?version=1679735019","source":{"id":"https://openalex.org/S4210226510","display_name":"Data","issn_l":"2306-5729","issn":["2306-5729"],"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":"Data","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4327825534","display_name":null,"funder_award_id":"DE-AC05-00OR22725","funder_id":"https://openalex.org/F4320332369","funder_display_name":"National Nuclear Security Administration"}],"funders":[{"id":"https://openalex.org/F4320332369","display_name":"National Nuclear Security Administration","ror":"https://ror.org/03sk1we31"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4361004431.pdf"},"referenced_works_count":21,"referenced_works":["https://openalex.org/W1554457642","https://openalex.org/W1821464114","https://openalex.org/W1934992405","https://openalex.org/W1973119332","https://openalex.org/W2006395821","https://openalex.org/W2020033987","https://openalex.org/W2101234009","https://openalex.org/W2545360836","https://openalex.org/W2787894218","https://openalex.org/W2901255892","https://openalex.org/W2984353870","https://openalex.org/W3085219262","https://openalex.org/W3163652268","https://openalex.org/W3182160279","https://openalex.org/W3209074625","https://openalex.org/W4283011143","https://openalex.org/W4288817229","https://openalex.org/W6638415488","https://openalex.org/W6640342635","https://openalex.org/W6675354045","https://openalex.org/W6687483927"],"related_works":["https://openalex.org/W2981877337","https://openalex.org/W3101081936","https://openalex.org/W3203938600","https://openalex.org/W4286910063","https://openalex.org/W2163707935","https://openalex.org/W83146503","https://openalex.org/W2169074127","https://openalex.org/W202723009","https://openalex.org/W2188612292","https://openalex.org/W2891480213"],"abstract_inverted_index":{"In":[0],"many":[1,26],"non-canonical":[2],"data":[3,14,71,100,147,219],"science":[4],"scenarios,":[5],"obtaining,":[6],"detecting,":[7],"attributing,":[8],"and":[9,55,67,115,148,161,180],"annotating":[10],"enough":[11],"high-quality":[12],"training":[13,38,75,84],"is":[15],"the":[16,81,110,127,139,178,186,189,195,201,212],"primary":[17],"barrier":[18],"to":[19,69,72,80,133,193,204,208],"developing":[20,36],"highly":[21],"effective":[22],"models.":[23],"Moreover,":[24],"in":[25,211],"problems":[27],"that":[28,45,77],"are":[29,64,78,90],"not":[30],"sufficiently":[31],"defined":[32],"or":[33],"constrained,":[34],"manually":[35,169],"a":[37,103,135,164,206],"dataset":[39],"can":[40],"often":[41],"overlook":[42],"interesting":[43],"phenomena":[44],"should":[46],"be":[47],"included.":[48],"To":[49],"this":[50,94],"end,":[51],"we":[52,125,172,199],"have":[53],"developed":[54],"demonstrated":[56],"an":[57],"iterative":[58,196],"self-supervised":[59],"learning":[60],"procedure,":[61],"whereby":[62],"models":[63],"successfully":[65],"trained":[66,92],"applied":[68],"new":[70,74],"extract":[73],"examples":[76],"added":[79],"corpus":[82],"of":[83,88,105,129,141,154,167,177,185,188],"data.":[85],"Successive":[86],"generations":[87],"classifiers":[89],"then":[91],"on":[93],"augmented":[95],"corpus.":[96],"Using":[97,163],"low-frequency":[98],"acoustic":[99],"collected":[101],"by":[102],"network":[104],"infrasound":[106],"sensors":[107],"deployed":[108],"around":[109],"High":[111],"Flux":[112],"Isotope":[113],"Reactor":[114],"Radiochemical":[116],"Engineering":[117],"Development":[118],"Center":[119],"at":[120],"Oak":[121],"Ridge":[122],"National":[123],"Laboratory,":[124],"test":[126,173],"viability":[128],"our":[130],"proposed":[131],"approach":[132],"develop":[134],"powerful":[136],"classifier":[137],"with":[138],"goal":[140],"identifying":[142],"vehicles":[143],"from":[144,151],"continuously":[145],"streamed":[146],"differentiating":[149],"these":[150],"other":[152],"sources":[153],"noise":[155],"such":[156],"as":[157],"tools,":[158],"people,":[159],"airplanes,":[160],"wind.":[162],"small":[165],"collection":[166],"exhaustively":[168],"labeled":[170],"data,":[171],"several":[174],"implementation":[175],"details":[176],"procedure":[179],"demonstrate":[181,200],"its":[182],"success":[183],"regardless":[184],"fidelity":[187],"initial":[190],"model":[191,207],"used":[192],"seed":[194],"procedure.":[197],"Finally,":[198],"method\u2019s":[202],"ability":[203],"update":[205],"accommodate":[209],"changes":[210],"data-generating":[213],"distribution":[214],"encountered":[215],"during":[216],"long-term":[217],"persistent":[218],"collection.":[220]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
