{"id":"https://openalex.org/W3136234465","doi":"https://doi.org/10.1109/access.2021.3066686","title":"Towards Smart Data Selection From Time Series Using Statistical Methods","display_name":"Towards Smart Data Selection From Time Series Using Statistical Methods","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3136234465","doi":"https://doi.org/10.1109/access.2021.3066686","mag":"3136234465"},"language":"en","primary_location":{"id":"doi:10.1109/access.2021.3066686","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3066686","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09380329.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09380329.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5000399820","display_name":"Amaia Gil","orcid":"https://orcid.org/0000-0002-0760-8479"},"institutions":[{"id":"https://openalex.org/I169108374","display_name":"University of the Basque Country","ror":"https://ror.org/000xsnr85","country_code":"ES","type":"education","lineage":["https://openalex.org/I169108374"]},{"id":"https://openalex.org/I4210092551","display_name":"Vicomtech","ror":"https://ror.org/0023sah13","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210092551"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Amaia Gil","raw_affiliation_strings":["Department of Computer Sciences and Artificial Intelligence, University of the Basque Country (UPV/EHU), Donostia-San Sebasti\u00e1n, Spain","Vicomtech Foundation, Basque Research and Technology Alliance (BRTA), Donostia-San Sebasti\u00e1n, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Sciences and Artificial Intelligence, University of the Basque Country (UPV/EHU), Donostia-San Sebasti\u00e1n, Spain","institution_ids":["https://openalex.org/I169108374"]},{"raw_affiliation_string":"Vicomtech Foundation, Basque Research and Technology Alliance (BRTA), Donostia-San Sebasti\u00e1n, Spain","institution_ids":["https://openalex.org/I4210092551"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072443022","display_name":"Marco Quartulli","orcid":"https://orcid.org/0000-0001-5735-2072"},"institutions":[{"id":"https://openalex.org/I4210092551","display_name":"Vicomtech","ror":"https://ror.org/0023sah13","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210092551"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Marco Quartulli","raw_affiliation_strings":["Vicomtech Foundation, Basque Research and Technology Alliance (BRTA), Donostia-San Sebasti\u00e1n, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Vicomtech Foundation, Basque Research and Technology Alliance (BRTA), Donostia-San Sebasti\u00e1n, Spain","institution_ids":["https://openalex.org/I4210092551"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041268250","display_name":"Igor G. Olaizola","orcid":"https://orcid.org/0000-0002-9965-2038"},"institutions":[{"id":"https://openalex.org/I4210092551","display_name":"Vicomtech","ror":"https://ror.org/0023sah13","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210092551"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Igor G. Olaizola","raw_affiliation_strings":["Vicomtech Foundation, Basque Research and Technology Alliance (BRTA), Donostia-San Sebasti\u00e1n, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Vicomtech Foundation, Basque Research and Technology Alliance (BRTA), Donostia-San Sebasti\u00e1n, Spain","institution_ids":["https://openalex.org/I4210092551"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079353966","display_name":"Basilio Sierra","orcid":"https://orcid.org/0000-0001-8062-9332"},"institutions":[{"id":"https://openalex.org/I169108374","display_name":"University of the Basque Country","ror":"https://ror.org/000xsnr85","country_code":"ES","type":"education","lineage":["https://openalex.org/I169108374"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Basilio Sierra","raw_affiliation_strings":["Department of Computer Sciences and Artificial Intelligence, University of the Basque Country (UPV/EHU), Donostia-San Sebasti\u00e1n, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Sciences and Artificial Intelligence, University of the Basque Country (UPV/EHU), Donostia-San Sebasti\u00e1n, Spain","institution_ids":["https://openalex.org/I169108374"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.4633,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.59315793,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":97},"biblio":{"volume":"9","issue":null,"first_page":"44390","last_page":"44401"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9995999932289124,"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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9995999932289124,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9754999876022339,"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/T11667","display_name":"Advanced Chemical Sensor Technologies","score":0.9635000228881836,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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":0.8178868889808655},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.7245374917984009},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.6759636998176575},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.6295651197433472},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6162297129631042},{"id":"https://openalex.org/keywords/window","display_name":"Window (computing)","score":0.5268871784210205},{"id":"https://openalex.org/keywords/data-quality","display_name":"Data quality","score":0.4570778012275696},{"id":"https://openalex.org/keywords/point","display_name":"Point (geometry)","score":0.42019572854042053},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2902699112892151},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07777750492095947},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.06991243362426758}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8178868889808655},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.7245374917984009},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.6759636998176575},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.6295651197433472},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6162297129631042},{"id":"https://openalex.org/C2778751112","wikidata":"https://www.wikidata.org/wiki/Q835016","display_name":"Window (computing)","level":2,"score":0.5268871784210205},{"id":"https://openalex.org/C24756922","wikidata":"https://www.wikidata.org/wiki/Q1757694","display_name":"Data quality","level":3,"score":0.4570778012275696},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.42019572854042053},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2902699112892151},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07777750492095947},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.06991243362426758},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/access.2021.3066686","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3066686","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09380329.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:addi.ehu.es:10810/51297","is_oa":true,"landing_page_url":"http://hdl.handle.net/10810/51297","pdf_url":null,"source":{"id":"https://openalex.org/S4306401964","display_name":"Communities in ADDI (University of the Basque Country)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I169108374","host_organization_name":"University of the Basque Country","host_organization_lineage":["https://openalex.org/I169108374"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:doaj.org/article:9bee9e2bc2b5463d877bad5dd557a73d","is_oa":true,"landing_page_url":"https://doaj.org/article/9bee9e2bc2b5463d877bad5dd557a73d","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":"IEEE Access, Vol 9, Pp 44390-44401 (2021)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2021.3066686","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3066686","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09380329.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.5099999904632568,"id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321705","display_name":"Eusko Jaurlaritza","ror":"https://ror.org/00pz2fp31"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3136234465.pdf","grobid_xml":"https://content.openalex.org/works/W3136234465.grobid-xml"},"referenced_works_count":37,"referenced_works":["https://openalex.org/W186168579","https://openalex.org/W1556215730","https://openalex.org/W1970225139","https://openalex.org/W1989037929","https://openalex.org/W2021592125","https://openalex.org/W2028776629","https://openalex.org/W2033201837","https://openalex.org/W2066400945","https://openalex.org/W2089246345","https://openalex.org/W2105672294","https://openalex.org/W2106266926","https://openalex.org/W2107633943","https://openalex.org/W2129270900","https://openalex.org/W2130017063","https://openalex.org/W2164392650","https://openalex.org/W2294510862","https://openalex.org/W2294581520","https://openalex.org/W2314720829","https://openalex.org/W2566979091","https://openalex.org/W2735156122","https://openalex.org/W2754988540","https://openalex.org/W2886377182","https://openalex.org/W2891722904","https://openalex.org/W2903559933","https://openalex.org/W2914440067","https://openalex.org/W2953803116","https://openalex.org/W2988244882","https://openalex.org/W3047599943","https://openalex.org/W3098592065","https://openalex.org/W3123495589","https://openalex.org/W3124287477","https://openalex.org/W4242702158","https://openalex.org/W4285719527","https://openalex.org/W6633419534","https://openalex.org/W6683992316","https://openalex.org/W6698971750","https://openalex.org/W6731596640"],"related_works":["https://openalex.org/W2109115373","https://openalex.org/W2390901981","https://openalex.org/W4230691760","https://openalex.org/W4391923333","https://openalex.org/W2393847170","https://openalex.org/W85049056","https://openalex.org/W158465905","https://openalex.org/W2622688551","https://openalex.org/W1550175370","https://openalex.org/W1990205660"],"abstract_inverted_index":{"Transmitting":[0],"and":[1,115],"storing":[2],"large":[3],"volumes":[4,42],"of":[5,33,47,50,83,86],"dynamic":[6],"/":[7],"time":[8,69,91,104,122],"series":[9,70,92,105,123],"data":[10,35,41,63,87,125],"collected":[11],"by":[12,107],"modern":[13],"sensors":[14],"can":[15],"represent":[16],"a":[17,31,57,72],"significant":[18,34],"technological":[19],"challenge.":[20],"A":[21],"possibility":[22],"to":[23,28,39,90],"mitigate":[24],"this":[25,76],"challenge":[26],"is":[27,97],"effectively":[29],"select":[30],"subset":[32],"points":[36],"in":[37,118],"order":[38],"reduce":[40],"without":[43],"sacrificing":[44],"the":[45,48,51,81,84,113,119],"quality":[46],"results":[49],"subsequent":[52],"analysis.":[53],"This":[54],"paper":[55],"proposes":[56],"method":[58],"for":[59,67],"adaptively":[60],"identifying":[61],"optimal":[62],"point":[64],"selection":[65,88],"algorithms":[66,89],"sensor":[68],"on":[71,79,100],"window-by-window":[73],"basis.":[74],"Thus,":[75],"contribution":[77],"focuses":[78],"quantifying":[80],"effect":[82],"application":[85],"windows.":[93],"The":[94],"proposed":[95],"approach":[96],"first":[98],"used":[99],"multiple":[101,109],"synthetically":[102],"generated":[103],"obtained":[106],"concatenating":[108],"sources":[110],"one":[111],"after":[112],"other,":[114],"then":[116],"validated":[117],"entire":[120],"UCR":[121],"public":[124],"archive.":[126]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":3}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2021-03-29T00:00:00"}