{"id":"https://openalex.org/W4409494792","doi":"https://doi.org/10.1109/isriti64779.2024.10963604","title":"Evaluating Deep Learning Phase Picking Methods on EEWS Low-cost MEMS Accelerometers","display_name":"Evaluating Deep Learning Phase Picking Methods on EEWS Low-cost MEMS Accelerometers","publication_year":2024,"publication_date":"2024-12-11","ids":{"openalex":"https://openalex.org/W4409494792","doi":"https://doi.org/10.1109/isriti64779.2024.10963604"},"language":"en","primary_location":{"id":"doi:10.1109/isriti64779.2024.10963604","doi":"https://doi.org/10.1109/isriti64779.2024.10963604","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isriti64779.2024.10963604","pdf_url":null,"source":{"id":"https://openalex.org/S4363606538","display_name":"International Seminar on Research of Information Technology and Intelligent Systems (ISRITI)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"2024 7th International Seminar on Research of Information Technology and Intelligent Systems (ISRITI)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","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/A5005304654","display_name":"Hendro Subekti","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I29617571","display_name":"University of Indonesia","ror":"https://ror.org/0116zj450","country_code":"ID","type":"education","lineage":["https://openalex.org/I29617571"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Hendro Subekti","raw_affiliation_strings":["Universitas Indonesia,Faculty of Mathematics and Natural Sciences,Department of Physics,Depok,Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universitas Indonesia,Faculty of Mathematics and Natural Sciences,Department of Physics,Depok,Indonesia","institution_ids":["https://openalex.org/I29617571"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017961536","display_name":"Hanif Andi Nugraha","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I29617571","display_name":"University of Indonesia","ror":"https://ror.org/0116zj450","country_code":"ID","type":"education","lineage":["https://openalex.org/I29617571"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Hanif Andi Nugraha","raw_affiliation_strings":["Universitas Indonesia,Faculty of Mathematics and Natural Sciences,Department of Physics,Depok,Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universitas Indonesia,Faculty of Mathematics and Natural Sciences,Department of Physics,Depok,Indonesia","institution_ids":["https://openalex.org/I29617571"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5109293096","display_name":"Adhi Harmoko","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I29617571","display_name":"University of Indonesia","ror":"https://ror.org/0116zj450","country_code":"ID","type":"education","lineage":["https://openalex.org/I29617571"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Adhi Harmoko","raw_affiliation_strings":["Universitas Indonesia,Faculty of Mathematics and Natural Sciences,Department of Physics,Depok,Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universitas Indonesia,Faculty of Mathematics and Natural Sciences,Department of Physics,Depok,Indonesia","institution_ids":["https://openalex.org/I29617571"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I29617571"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.30708459,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"386","last_page":"390"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13018","display_name":"Seismology and Earthquake Studies","score":1.0,"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":1.0,"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/T13885","display_name":"Geophysics and Sensor Technology","score":0.0,"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/T12424","display_name":"Earthquake Detection and Analysis","score":0.0,"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/earthquake-early-warning","display_name":"earthquake early warning","score":0.7329999804496765},{"id":"https://openalex.org/keywords/deep-learning","display_name":"deep learning","score":0.6909999847412109},{"id":"https://openalex.org/keywords/mems-accelerometer","display_name":"MEMS accelerometer","score":0.8870000243186951},{"id":"https://openalex.org/keywords/false-alarm-reduction","display_name":"false alarm reduction","score":0.7089999914169312},{"id":"https://openalex.org/keywords/seismic-signal-detection","display_name":"seismic signal detection","score":0.4449999928474426},{"id":"https://openalex.org/keywords/timing-errors","display_name":"timing errors","score":0.5270000100135803}],"concepts":[{"id":"https://openalex.org/C89805583","wikidata":"https://www.wikidata.org/wiki/Q192940","display_name":"Accelerometer","level":2,"score":0.89198237657547},{"id":"https://openalex.org/C37977207","wikidata":"https://www.wikidata.org/wiki/Q175561","display_name":"Microelectromechanical systems","level":2,"score":0.748416543006897},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6308903694152832},{"id":"https://openalex.org/C44280652","wikidata":"https://www.wikidata.org/wiki/Q104837","display_name":"Phase (matter)","level":2,"score":0.48032060265541077},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3811187744140625},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.34271180629730225},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2505204677581787},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.23941829800605774},{"id":"https://openalex.org/C49040817","wikidata":"https://www.wikidata.org/wiki/Q193091","display_name":"Optoelectronics","level":1,"score":0.1514488160610199},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.12169283628463745},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isriti64779.2024.10963604","doi":"https://doi.org/10.1109/isriti64779.2024.10963604","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isriti64779.2024.10963604","pdf_url":null,"source":{"id":"https://openalex.org/S4363606538","display_name":"International Seminar on Research of Information Technology and Intelligent Systems (ISRITI)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"2024 7th International Seminar on Research of Information Technology and Intelligent Systems (ISRITI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"sustainable_development_goals_aurora":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W311169063","https://openalex.org/W2104999515","https://openalex.org/W2586424226","https://openalex.org/W2740234317","https://openalex.org/W2798961812","https://openalex.org/W2899651173","https://openalex.org/W2909899137","https://openalex.org/W2914736117","https://openalex.org/W2941262037","https://openalex.org/W2980395728","https://openalex.org/W3031915146","https://openalex.org/W3100137627","https://openalex.org/W3120443876","https://openalex.org/W3162249503","https://openalex.org/W4205690192","https://openalex.org/W4220904918","https://openalex.org/W4308430913","https://openalex.org/W4388816933"],"related_works":["https://openalex.org/W2765080098","https://openalex.org/W2385749422","https://openalex.org/W2272290532","https://openalex.org/W2355290145","https://openalex.org/W2353465659","https://openalex.org/W2009888974","https://openalex.org/W2355539379","https://openalex.org/W3161496874","https://openalex.org/W2026330382","https://openalex.org/W2915680872"],"abstract_inverted_index":{"In":[0],"using":[1,127],"EEWS":[2],"based":[3],"on":[4],"low-cost":[5,106],"MEMS":[6,107],"accelerometers,":[7],"calculating":[8],"the":[9,12,17,20,59,123,128,136],"P-phase":[10],"is":[11,19,56,177],"most":[13],"significant,":[14],"considering":[15],"that":[16,122,187],"P-wave":[18],"first":[21],"to":[22,58,87,168,183],"occur":[23,188],"in":[24,35,43],"seismic":[25,144],"signals":[26],"during":[27,189],"an":[28,36,63,149],"earthquake.":[29],"Providing":[30],"a":[31,66,76,95,159,169],"shorter":[32],"time":[33,39,69,161],"window":[34],"extended":[37],"warning":[38,78],"might":[40],"also":[41],"result":[42],"more":[44,67],"false":[45,72,89,185],"detections.":[46],"The":[47,91,119],"optimal":[48],"period":[49],"of":[50,62,99,153],"4":[51],"seconds":[52,155],"for":[53,156],"phase":[54],"selection":[55],"crucial":[57],"success":[60,97],"rate":[61,98],"EEWS.":[64],"Conversely,":[65],"significant":[68],"frame":[70],"lowers":[71],"detections":[73],"but":[74,101],"offers":[75],"shortened":[77],"time.":[79],"Previous":[80],"conventional":[81],"methods":[82],"have":[83],"not":[84],"been":[85],"able":[86],"minimize":[88],"alarms.":[90],"STA/LTA":[92],"approach":[93],"achieved":[94],"test":[96],"100%":[100],"many":[102],"non-earthquake":[103],"signals.":[104],"Thus,":[105],"accelerometer":[108],"sensors":[109],"like":[110],"P-Alert":[111],"must":[112],"be":[113],"examined":[114],"utilizing":[115],"deep":[116,124,170],"learning":[117,125,171],"algorithms.":[118],"experiment":[120],"indicated":[121],"method":[126,137],"stead":[129,165],"pre-trained":[130,166],"GPD":[131,147,163],"(Generalized":[132],"Phase":[133],"Detection)":[134],"outperformed":[135],"previously":[138],"implemented":[139],"by":[140],"P-Alert.":[141],"Testing":[142],"various":[143],"earthquake":[145],"signals,":[146],"obtained":[148],"average":[150],"timing":[151],"error":[152],"3.19":[154],"earthquakes":[157],"and":[158,176],"5-second":[160],"window.":[162],"with":[164,173],"contributes":[167],"model":[172],"short-time":[174],"errors":[175],"practicable.":[178],"These":[179],"studies":[180],"are":[181],"believed":[182],"solve":[184],"alarms":[186],"earthquakes.":[190]},"counts_by_year":[],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2025-10-10T00:00:00"}