{"id":"https://openalex.org/W2838793882","doi":"https://doi.org/10.1145/3219104.3219133","title":"Deep Learning for Seismic Template Recognition","display_name":"Deep Learning for Seismic Template Recognition","publication_year":2018,"publication_date":"2018-07-12","ids":{"openalex":"https://openalex.org/W2838793882","doi":"https://doi.org/10.1145/3219104.3219133","mag":"2838793882"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1145/3219104.3219133","pdf_url":null,"source":{"id":"https://openalex.org/S4306524298","display_name":"Proceedings of the Practice and Experience on Advanced Research Computing","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"proceedings-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/A5080274782","display_name":"Dawei Mu","orcid":"https://orcid.org/0000-0002-6354-6436"},"institutions":[{"id":"https://openalex.org/I181653535","display_name":"San Diego Supercomputer Center","ror":"https://ror.org/04mg3nk07","country_code":"US","type":"facility","lineage":["https://openalex.org/I181653535","https://openalex.org/I36258959"]},{"id":"https://openalex.org/I36258959","display_name":"University of California, San Diego","ror":"https://ror.org/0168r3w48","country_code":"US","type":"education","lineage":["https://openalex.org/I36258959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dawei Mu","raw_affiliation_strings":["San Diego Supercomputer Center, University of California, San Diego, La Jolla, CA"],"affiliations":[{"raw_affiliation_string":"San Diego Supercomputer Center, University of California, San Diego, La Jolla, CA","institution_ids":["https://openalex.org/I181653535","https://openalex.org/I36258959"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011991728","display_name":"Pietro Cicotti","orcid":null},"institutions":[{"id":"https://openalex.org/I4210127875","display_name":"Nvidia (United States)","ror":"https://ror.org/03jdj4y14","country_code":"US","type":"company","lineage":["https://openalex.org/I4210127875"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Pietro Cicotti","raw_affiliation_strings":["Nvidia, Santa Clara, CA"],"affiliations":[{"raw_affiliation_string":"Nvidia, Santa Clara, CA","institution_ids":["https://openalex.org/I4210127875"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102508603","display_name":"Yifeng Cui","orcid":null},"institutions":[{"id":"https://openalex.org/I181653535","display_name":"San Diego Supercomputer Center","ror":"https://ror.org/04mg3nk07","country_code":"US","type":"facility","lineage":["https://openalex.org/I181653535","https://openalex.org/I36258959"]},{"id":"https://openalex.org/I36258959","display_name":"University of California, San Diego","ror":"https://ror.org/0168r3w48","country_code":"US","type":"education","lineage":["https://openalex.org/I36258959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yifeng Cui","raw_affiliation_strings":["San Diego Supercomputer Center, University of California, San Diego, La Jolla, CA"],"affiliations":[{"raw_affiliation_string":"San Diego Supercomputer Center, University of California, San Diego, La Jolla, CA","institution_ids":["https://openalex.org/I181653535","https://openalex.org/I36258959"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064569590","display_name":"En\u2010Jui Lee","orcid":"https://orcid.org/0000-0003-1545-1640"},"institutions":[{"id":"https://openalex.org/I91807558","display_name":"National Cheng Kung University","ror":"https://ror.org/01b8kcc49","country_code":"TW","type":"education","lineage":["https://openalex.org/I91807558"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"En-Jui Lee","raw_affiliation_strings":["Department of Earth Sciences, National Cheng Kung University, Tainan City, Taiwan (R.O.C.)"],"affiliations":[{"raw_affiliation_string":"Department of Earth Sciences, National Cheng Kung University, Tainan City, Taiwan (R.O.C.)","institution_ids":["https://openalex.org/I91807558"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075194088","display_name":"Florin-James Langer","orcid":null},"institutions":[{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Florin-James Langer","raw_affiliation_strings":["University of California, Berkeley, Berkeley, CA"],"affiliations":[{"raw_affiliation_string":"University of California, Berkeley, Berkeley, CA","institution_ids":["https://openalex.org/I95457486"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047192646","display_name":"Junyi Qiu","orcid":"https://orcid.org/0000-0001-7662-6921"},"institutions":[{"id":"https://openalex.org/I181653535","display_name":"San Diego Supercomputer Center","ror":"https://ror.org/04mg3nk07","country_code":"US","type":"facility","lineage":["https://openalex.org/I181653535","https://openalex.org/I36258959"]},{"id":"https://openalex.org/I36258959","display_name":"University of California, San Diego","ror":"https://ror.org/0168r3w48","country_code":"US","type":"education","lineage":["https://openalex.org/I36258959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Junyi Qiu","raw_affiliation_strings":["San Diego Supercomputer Center, University of California, San Diego, La Jolla, CA"],"affiliations":[{"raw_affiliation_string":"San Diego Supercomputer Center, University of California, San Diego, La Jolla, CA","institution_ids":["https://openalex.org/I181653535","https://openalex.org/I36258959"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062652733","display_name":"Haemin Jenny Lee","orcid":null},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Haemin Jenny Lee","raw_affiliation_strings":["University of Southern California, Los Angeles, CA"],"affiliations":[{"raw_affiliation_string":"University of Southern California, Los Angeles, CA","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067796193","display_name":"Cody Morrin","orcid":null},"institutions":[{"id":"https://openalex.org/I78577930","display_name":"Columbia University","ror":"https://ror.org/00hj8s172","country_code":"US","type":"education","lineage":["https://openalex.org/I78577930"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Cody Morrin","raw_affiliation_strings":["Columbia University, New York, NY"],"affiliations":[{"raw_affiliation_string":"Columbia University, New York, NY","institution_ids":["https://openalex.org/I78577930"]}]}],"institution_assertions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.161,"has_fulltext":true,"fulltext_origin":"ngrams","cited_by_count":1,"citation_normalized_percentile":{"value":0.483341,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":62,"max":70},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T13018","display_name":"Seismology and Earthquake Studies","score":0.9999,"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"}},"topics":[{"id":"https://openalex.org/T13018","display_name":"Seismology and Earthquake Studies","score":0.9999,"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/T11757","display_name":"Seismic Waves and Analysis","score":0.9975,"subfield":{"id":"https://openalex.org/subfields/1908","display_name":"Geophysics"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10110","display_name":"earthquake and tectonic studies","score":0.9971,"subfield":{"id":"https://openalex.org/subfields/1908","display_name":"Geophysics"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.59716886},{"id":"https://openalex.org/keywords/template-matching","display_name":"Template matching","score":0.5103287},{"id":"https://openalex.org/keywords/matched-filter","display_name":"Matched filter","score":0.452957}],"concepts":[{"id":"https://openalex.org/C197424946","wikidata":"https://www.wikidata.org/wiki/Q1165717","display_name":"Waveform","level":3,"score":0.79505587},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6331797},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.59716886},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5799583},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.5722688},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.5193509},{"id":"https://openalex.org/C158096908","wikidata":"https://www.wikidata.org/wiki/Q3983303","display_name":"Template matching","level":3,"score":0.5103287},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.48553964},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.47668386},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.47093004},{"id":"https://openalex.org/C50151734","wikidata":"https://www.wikidata.org/wiki/Q1759577","display_name":"Matched filter","level":3,"score":0.452957},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.44414258},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.40347573},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.37113172},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3381636},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.12712204},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.07796809},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.068416536},{"id":"https://openalex.org/C554190296","wikidata":"https://www.wikidata.org/wiki/Q47528","display_name":"Radar","level":2,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1145/3219104.3219133","pdf_url":null,"source":{"id":"https://openalex.org/S4306524298","display_name":"Proceedings of the Practice and Experience on Advanced Research Computing","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[],"grants":[],"datasets":[],"versions":[],"referenced_works_count":7,"referenced_works":["https://openalex.org/W1552269934","https://openalex.org/W1990082882","https://openalex.org/W2132483175","https://openalex.org/W2252531811","https://openalex.org/W2733302135","https://openalex.org/W2755380645","https://openalex.org/W2762410434"],"related_works":["https://openalex.org/W4312417841","https://openalex.org/W4226493464","https://openalex.org/W3133861977","https://openalex.org/W3103566983","https://openalex.org/W3029198973","https://openalex.org/W2951211570","https://openalex.org/W2163171661","https://openalex.org/W2129841057","https://openalex.org/W2079273826","https://openalex.org/W1974895211"],"abstract_inverted_index":{"Detecting":[0],"earthquakes":[1],"is":[2,38,127],"one":[3],"of":[4,35,61,83,139,146],"the":[5,54,81,137,144,157],"most":[6],"fundamental":[7],"tasks":[8],"in":[9,164],"seismology.":[10],"As":[11],"continuous":[12,69],"seismic":[13,26,63,98,116,150],"recordings":[14,37,70,152],"grow":[15],"and":[16,88,136],"become":[17],"readily":[18],"available,":[19],"they":[20],"offer":[21],"opportunities":[22],"for":[23,97,129],"identifying":[24],"weak":[25],"signals":[27,117],"(e.g.,":[28],"microseismicity,":[29],"nonvolcanic":[30],"tremor).":[31],"Mining":[32],"this":[33,91],"source":[34],"data":[36,132],"now":[39],"considered":[40],"a":[41,95,109],"substantial":[42],"method":[43],"to":[44,65,80],"study":[45],"various":[46],"geophysical":[47],"phenomena.":[48],"Widely":[49],"used":[50],"methods,":[51],"such":[52],"as":[53],"template":[55,140],"matching":[56],"algorithm":[57],"(TMA),":[58],"use":[59],"waveforms":[60],"confirmed":[62],"signal":[64,99],"slide":[66],"through":[67],"corresponding":[68],"searching":[71],"similarities.":[72],"These":[73],"methods":[74],"present":[75,94],"several":[76],"weaknesses,":[77],"including":[78],"sensitivity":[79],"choice":[82],"thresholds,":[84],"signal-to-noise":[85],"ratios":[86],"(SNRs),":[87],"bias.":[89],"In":[90],"work,":[92],"we":[93],"solution":[96],"recognition":[100],"using":[101,118,149],"emerging":[102],"deep":[103],"learning":[104],"techniques.":[105],"We":[106,142],"have":[107],"designed":[108,128],"Convolutional":[110],"Neural":[111],"Network":[112],"(CNN)":[113],"that":[114],"recognizes":[115],"features":[119],"extracted":[120],"by":[121],"multiple":[122,134,154],"filter":[123],"kernels.":[124],"This":[125],"software":[126],"training":[130],"with":[131],"from":[133,153],"stations":[135,155],"SNRs":[138],"waveforms.":[141],"demonstrate":[143],"accuracy":[145],"our":[147],"approach":[148],"waveform":[151],"during":[156],"2016":[158],"ML":[159],"6.6":[160],"Meinong":[161],"earthquake":[162],"sequence":[163],"Taiwan.":[165]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W2838793882","counts_by_year":[{"year":2019,"cited_by_count":1}],"updated_date":"2024-12-15T12:29:24.103821","created_date":"2018-07-19"}