{"id":"https://openalex.org/W4402263709","doi":"https://doi.org/10.1109/igarss53475.2024.10640569","title":"An Active Learning Framework for Microseismic Event Detection","display_name":"An Active Learning Framework for Microseismic Event Detection","publication_year":2024,"publication_date":"2024-07-07","ids":{"openalex":"https://openalex.org/W4402263709","doi":"https://doi.org/10.1109/igarss53475.2024.10640569"},"language":"en","primary_location":{"id":"doi:10.1109/igarss53475.2024.10640569","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/igarss53475.2024.10640569","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium","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/A5098578201","display_name":"Tamara Sobot","orcid":null},"institutions":[{"id":"https://openalex.org/I35440088","display_name":"ETH Zurich","ror":"https://ror.org/05a28rw58","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I35440088"]},{"id":"https://openalex.org/I181647926","display_name":"University of Strathclyde","ror":"https://ror.org/00n3w3b69","country_code":"GB","type":"education","lineage":["https://openalex.org/I181647926"]}],"countries":["CH","GB"],"is_corresponding":true,"raw_author_name":"Tamara Sobot","raw_affiliation_strings":["University of Strathclyde,Electronic and Electrical Engineering,Glasgow,UK","Swiss Seismological Service ETH Zurich Switzerland","Electronic and Electrical Engineering University of Strathclyde Glasgow, UK"],"affiliations":[{"raw_affiliation_string":"University of Strathclyde,Electronic and Electrical Engineering,Glasgow,UK","institution_ids":["https://openalex.org/I181647926"]},{"raw_affiliation_string":"Swiss Seismological Service ETH Zurich Switzerland","institution_ids":["https://openalex.org/I35440088"]},{"raw_affiliation_string":"Electronic and Electrical Engineering University of Strathclyde Glasgow, UK","institution_ids":["https://openalex.org/I181647926"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102901213","display_name":"David Murray","orcid":"https://orcid.org/0000-0002-5040-9862"},"institutions":[{"id":"https://openalex.org/I35440088","display_name":"ETH Zurich","ror":"https://ror.org/05a28rw58","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I35440088"]},{"id":"https://openalex.org/I181647926","display_name":"University of Strathclyde","ror":"https://ror.org/00n3w3b69","country_code":"GB","type":"education","lineage":["https://openalex.org/I181647926"]}],"countries":["CH","GB"],"is_corresponding":false,"raw_author_name":"David Murray","raw_affiliation_strings":["University of Strathclyde,Electronic and Electrical Engineering,Glasgow,UK","Swiss Seismological Service ETH Zurich Switzerland","Electronic and Electrical Engineering University of Strathclyde Glasgow, UK"],"affiliations":[{"raw_affiliation_string":"University of Strathclyde,Electronic and Electrical Engineering,Glasgow,UK","institution_ids":["https://openalex.org/I181647926"]},{"raw_affiliation_string":"Swiss Seismological Service ETH Zurich Switzerland","institution_ids":["https://openalex.org/I35440088"]},{"raw_affiliation_string":"Electronic and Electrical Engineering University of Strathclyde Glasgow, UK","institution_ids":["https://openalex.org/I181647926"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048091865","display_name":"Vladimir Stankovi\u0107","orcid":"https://orcid.org/0000-0002-1075-2420"},"institutions":[{"id":"https://openalex.org/I181647926","display_name":"University of Strathclyde","ror":"https://ror.org/00n3w3b69","country_code":"GB","type":"education","lineage":["https://openalex.org/I181647926"]},{"id":"https://openalex.org/I35440088","display_name":"ETH Zurich","ror":"https://ror.org/05a28rw58","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I35440088"]}],"countries":["CH","GB"],"is_corresponding":false,"raw_author_name":"Vladimir Stankovic","raw_affiliation_strings":["University of Strathclyde,Electronic and Electrical Engineering,Glasgow,UK","Electronic and Electrical Engineering University of Strathclyde Glasgow, UK","Swiss Seismological Service ETH Zurich Switzerland"],"affiliations":[{"raw_affiliation_string":"University of Strathclyde,Electronic and Electrical Engineering,Glasgow,UK","institution_ids":["https://openalex.org/I181647926"]},{"raw_affiliation_string":"Electronic and Electrical Engineering University of Strathclyde Glasgow, UK","institution_ids":["https://openalex.org/I181647926"]},{"raw_affiliation_string":"Swiss Seismological Service ETH Zurich Switzerland","institution_ids":["https://openalex.org/I35440088"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061535674","display_name":"Lina Stankovi\u0107","orcid":"https://orcid.org/0000-0002-8112-1976"},"institutions":[{"id":"https://openalex.org/I181647926","display_name":"University of Strathclyde","ror":"https://ror.org/00n3w3b69","country_code":"GB","type":"education","lineage":["https://openalex.org/I181647926"]},{"id":"https://openalex.org/I35440088","display_name":"ETH Zurich","ror":"https://ror.org/05a28rw58","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I35440088"]}],"countries":["CH","GB"],"is_corresponding":false,"raw_author_name":"Lina Stankovic","raw_affiliation_strings":["University of Strathclyde,Electronic and Electrical Engineering,Glasgow,UK","Swiss Seismological Service ETH Zurich Switzerland","Electronic and Electrical Engineering University of Strathclyde Glasgow, UK"],"affiliations":[{"raw_affiliation_string":"University of Strathclyde,Electronic and Electrical Engineering,Glasgow,UK","institution_ids":["https://openalex.org/I181647926"]},{"raw_affiliation_string":"Swiss Seismological Service ETH Zurich Switzerland","institution_ids":["https://openalex.org/I35440088"]},{"raw_affiliation_string":"Electronic and Electrical Engineering University of Strathclyde Glasgow, UK","institution_ids":["https://openalex.org/I181647926"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5062277151","display_name":"Peidong Shi","orcid":"https://orcid.org/0000-0001-5782-245X"},"institutions":[{"id":"https://openalex.org/I181647926","display_name":"University of Strathclyde","ror":"https://ror.org/00n3w3b69","country_code":"GB","type":"education","lineage":["https://openalex.org/I181647926"]},{"id":"https://openalex.org/I35440088","display_name":"ETH Zurich","ror":"https://ror.org/05a28rw58","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I35440088"]}],"countries":["CH","GB"],"is_corresponding":false,"raw_author_name":"Peidong Shi","raw_affiliation_strings":["ETH Zurich,Swiss Seismological Service,Switzerland","Electronic and Electrical Engineering University of Strathclyde Glasgow, UK","Swiss Seismological Service ETH Zurich Switzerland"],"affiliations":[{"raw_affiliation_string":"ETH Zurich,Swiss Seismological Service,Switzerland","institution_ids":["https://openalex.org/I35440088"]},{"raw_affiliation_string":"Electronic and Electrical Engineering University of Strathclyde Glasgow, UK","institution_ids":["https://openalex.org/I181647926"]},{"raw_affiliation_string":"Swiss Seismological Service ETH Zurich Switzerland","institution_ids":["https://openalex.org/I35440088"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5098578201"],"corresponding_institution_ids":["https://openalex.org/I181647926","https://openalex.org/I35440088"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.12457733,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"493","last_page":"497"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13018","display_name":"Seismology and Earthquake Studies","score":0.9987000226974487,"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":0.9987000226974487,"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/T11801","display_name":"Reservoir Engineering and Simulation Methods","score":0.9926000237464905,"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/T13050","display_name":"Oil and Gas Production Techniques","score":0.9781000018119812,"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/microseism","display_name":"Microseism","score":0.7733464241027832},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6904537081718445},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.5350103974342346},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.41192683577537537},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3606308698654175},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.15805739164352417},{"id":"https://openalex.org/keywords/seismology","display_name":"Seismology","score":0.13444551825523376}],"concepts":[{"id":"https://openalex.org/C7266685","wikidata":"https://www.wikidata.org/wiki/Q1303250","display_name":"Microseism","level":2,"score":0.7733464241027832},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6904537081718445},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.5350103974342346},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.41192683577537537},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3606308698654175},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.15805739164352417},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.13444551825523376},{"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":2,"locations":[{"id":"doi:10.1109/igarss53475.2024.10640569","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/igarss53475.2024.10640569","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium","raw_type":"proceedings-article"},{"id":"pmh:oai:strathprints.strath.ac.uk:89410","is_oa":false,"landing_page_url":"https://strathprints.strath.ac.uk/view/author/1395882.html>","pdf_url":null,"source":{"id":"https://openalex.org/S4306402226","display_name":"Strathprints: The University of Strathclyde institutional repository (University of Strathclyde)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I181647926","host_organization_name":"University of Strathclyde","host_organization_lineage":["https://openalex.org/I181647926"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"NonPeerReviewed"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G7644366477","display_name":null,"funder_award_id":"EP/X01777X/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W2903158431","https://openalex.org/W3047855151","https://openalex.org/W3205626500","https://openalex.org/W4212811043","https://openalex.org/W4280581618","https://openalex.org/W4294202543","https://openalex.org/W4323257008","https://openalex.org/W4360995458","https://openalex.org/W4363672411","https://openalex.org/W4379929026","https://openalex.org/W4381733537","https://openalex.org/W6756615331"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W3107602296","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347"],"abstract_inverted_index":{"Induced":[0],"microseismic":[1],"monitoring":[2],"has":[3],"gained":[4],"increased":[5],"interest":[6],"recently,":[7],"to":[8,36,60,102,122,130,140],"support":[9],"various":[10],"subsurface":[11],"activities,":[12],"including":[13],"geothermal":[14],"exploration":[15],"and":[16,18,24,71,104],"oil":[17],"gas":[19],"production.":[20],"To":[21],"accurately":[22],"detect":[23],"locate":[25],"origins":[26],"of":[27,51,100,124],"microseismisity,":[28],"deep":[29],"learning-based":[30],"methods":[31],"have":[32],"become":[33],"popular":[34],"due":[35],"their":[37],"high":[38],"accuracy":[39],"when":[40,106,128],"trained":[41],"on":[42,77,81],"large":[43],"well-labelled":[44],"datasets.":[45],"However,":[46],"though":[47],"a":[48,97,131],"huge":[49],"amount":[50],"publicly":[52],"available":[53],"seismic":[54],"measurements":[55],"is":[56,63,68,111],"available,":[57],"laballed":[58],"data":[59],"train":[61],"models":[62],"very":[64,73],"scarce,":[65],"since":[66],"labelling":[67,125],"time":[69],"consuming":[70],"requires":[72],"specialist":[74],"knowledge.":[75],"Building":[76],"our":[78],"prior":[79],"work":[80],"active":[82,90],"learning":[83,91],"for":[84],"time-series":[85],"data,":[86],"we":[87],"propose":[88],"an":[89],"method":[92],"that":[93,115],"cleverly":[94],"picks":[95],"only":[96],"small":[98],"number":[99],"samples":[101],"query":[103],"stops":[105],"the":[107,116,142],"proposed":[108,117],"stopping":[109],"criterion":[110],"met.":[112],"We":[113],"demonstrate":[114],"approach":[118],"can":[119],"save":[120],"up":[121],"83%":[123],"effort":[126],"even":[127],"transferred":[129],"well":[132],"with":[133],"different":[134],"sensing":[135],"equipment":[136],"from":[137],"those":[138],"used":[139],"build":[141],"training":[143],"set.":[144]},"counts_by_year":[],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}