{"id":"https://openalex.org/W4410338873","doi":"https://doi.org/10.1007/s11227-025-07282-y","title":"Lynxsight: change-point detection through different distance-based common spatial patterns","display_name":"Lynxsight: change-point detection through different distance-based common spatial patterns","publication_year":2025,"publication_date":"2025-05-13","ids":{"openalex":"https://openalex.org/W4410338873","doi":"https://doi.org/10.1007/s11227-025-07282-y"},"language":"en","primary_location":{"id":"doi:10.1007/s11227-025-07282-y","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11227-025-07282-y","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11227-025-07282-y.pdf","source":{"id":"https://openalex.org/S32326811","display_name":"The Journal of Supercomputing","issn_l":"0920-8542","issn":["0920-8542","1573-0484"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Journal of Supercomputing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s11227-025-07282-y.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5045384092","display_name":"Arantzazu Fl\u00f3rez","orcid":"https://orcid.org/0000-0002-5293-5284"},"institutions":[{"id":"https://openalex.org/I4210092551","display_name":"Vicomtech","ror":"https://ror.org/0023sah13","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210092551"]},{"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":true,"raw_author_name":"Arantzazu Florez","raw_affiliation_strings":["Department of Computer Science and Artificial Intelligence, University of the Basque Country (UPV/EHU), Donostia-San Sebasti\u00e1n, Spain","Fundaci\u00f3n Vicomtech, Basque Research and Technology Alliance (BRTA), Mikeletegi 57, 20009, Donostia-San Sebasti\u00e1n, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Artificial Intelligence, University of the Basque Country (UPV/EHU), Donostia-San Sebasti\u00e1n, Spain","institution_ids":["https://openalex.org/I169108374"]},{"raw_affiliation_string":"Fundaci\u00f3n Vicomtech, Basque Research and Technology Alliance (BRTA), Mikeletegi 57, 20009, Donostia-San Sebasti\u00e1n, Spain","institution_ids":["https://openalex.org/I4210092551"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013166131","display_name":"Itsaso Rodr\u00edguez-Moreno","orcid":"https://orcid.org/0000-0001-8471-9765"},"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":"Itsaso Rodr\u00edguez-Moreno","raw_affiliation_strings":["Department of Computer Science and Artificial Intelligence, University of the Basque Country (UPV/EHU), Donostia-San Sebasti\u00e1n, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Artificial Intelligence, University of the Basque Country (UPV/EHU), Donostia-San Sebasti\u00e1n, Spain","institution_ids":["https://openalex.org/I169108374"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045677640","display_name":"Ane M. Florez-Tapia","orcid":"https://orcid.org/0000-0002-7259-5731"},"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":"Ane M. Florez-Tapia","raw_affiliation_strings":["Fundaci\u00f3n Vicomtech, Basque Research and Technology Alliance (BRTA), Mikeletegi 57, 20009, Donostia-San Sebasti\u00e1n, Spain"],"affiliations":[{"raw_affiliation_string":"Fundaci\u00f3n Vicomtech, Basque Research and Technology Alliance (BRTA), Mikeletegi 57, 20009, Donostia-San Sebasti\u00e1n, Spain","institution_ids":["https://openalex.org/I4210092551"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047237391","display_name":"Arkaitz Artetxe","orcid":"https://orcid.org/0000-0003-0594-7941"},"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":"Arkaitz Artetxe","raw_affiliation_strings":["Fundaci\u00f3n Vicomtech, Basque Research and Technology Alliance (BRTA), Mikeletegi 57, 20009, Donostia-San Sebasti\u00e1n, Spain"],"affiliations":[{"raw_affiliation_string":"Fundaci\u00f3n Vicomtech, Basque Research and Technology Alliance (BRTA), Mikeletegi 57, 20009, 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 Science and Artificial Intelligence, University of the Basque Country (UPV/EHU), Donostia-San Sebasti\u00e1n, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science 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":5,"corresponding_author_ids":["https://openalex.org/A5045384092"],"corresponding_institution_ids":["https://openalex.org/I169108374","https://openalex.org/I4210092551"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":{"value":2390,"currency":"EUR","value_usd":2990},"fwci":2.3431,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.8899456,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"81","issue":"7","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12761","display_name":"Data Stream Mining Techniques","score":0.9940999746322632,"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/T12761","display_name":"Data Stream Mining Techniques","score":0.9940999746322632,"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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9901000261306763,"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":0.9488999843597412,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.9092974066734314},{"id":"https://openalex.org/keywords/point","display_name":"Point (geometry)","score":0.5468593835830688},{"id":"https://openalex.org/keywords/change-detection","display_name":"Change detection","score":0.45697152614593506},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3461088538169861},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.33582717180252075},{"id":"https://openalex.org/keywords/geometry","display_name":"Geometry","score":0.06632813811302185}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.9092974066734314},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.5468593835830688},{"id":"https://openalex.org/C203595873","wikidata":"https://www.wikidata.org/wiki/Q25389927","display_name":"Change detection","level":2,"score":0.45697152614593506},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3461088538169861},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.33582717180252075},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.06632813811302185},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11227-025-07282-y","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11227-025-07282-y","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11227-025-07282-y.pdf","source":{"id":"https://openalex.org/S32326811","display_name":"The Journal of Supercomputing","issn_l":"0920-8542","issn":["0920-8542","1573-0484"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Journal of Supercomputing","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1007/s11227-025-07282-y","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11227-025-07282-y","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11227-025-07282-y.pdf","source":{"id":"https://openalex.org/S32326811","display_name":"The Journal of Supercomputing","issn_l":"0920-8542","issn":["0920-8542","1573-0484"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Journal of Supercomputing","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G7288209939","display_name":null,"funder_award_id":"HAZITEK","funder_id":"https://openalex.org/F4320321705","funder_display_name":"Eusko Jaurlaritza"}],"funders":[{"id":"https://openalex.org/F4320321705","display_name":"Eusko Jaurlaritza","ror":"https://ror.org/00pz2fp31"},{"id":"https://openalex.org/F4320321919","display_name":"Euskal Herriko Unibertsitatea","ror":"https://ror.org/000xsnr85"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4410338873.pdf","grobid_xml":"https://content.openalex.org/works/W4410338873.grobid-xml"},"referenced_works_count":45,"referenced_works":["https://openalex.org/W38774257","https://openalex.org/W208128215","https://openalex.org/W1930624869","https://openalex.org/W1981276685","https://openalex.org/W2001619934","https://openalex.org/W2008348094","https://openalex.org/W2030328665","https://openalex.org/W2086487012","https://openalex.org/W2099509424","https://openalex.org/W2134242961","https://openalex.org/W2142280324","https://openalex.org/W2143991132","https://openalex.org/W2599627952","https://openalex.org/W2605253252","https://openalex.org/W2767926059","https://openalex.org/W2806431766","https://openalex.org/W2885152687","https://openalex.org/W2909693411","https://openalex.org/W2953384096","https://openalex.org/W2962780929","https://openalex.org/W2964334477","https://openalex.org/W2979896433","https://openalex.org/W3019142091","https://openalex.org/W3034123036","https://openalex.org/W3048820869","https://openalex.org/W3089341989","https://openalex.org/W3091433184","https://openalex.org/W3095730670","https://openalex.org/W3139359335","https://openalex.org/W3167553563","https://openalex.org/W4200217704","https://openalex.org/W4206268729","https://openalex.org/W4220851938","https://openalex.org/W4224439013","https://openalex.org/W4285033264","https://openalex.org/W4287881176","https://openalex.org/W4304695163","https://openalex.org/W4318465585","https://openalex.org/W4324066119","https://openalex.org/W4360862180","https://openalex.org/W4379258956","https://openalex.org/W4383550974","https://openalex.org/W4385544061","https://openalex.org/W4388573180","https://openalex.org/W4390204074"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2568858292","https://openalex.org/W1515964938","https://openalex.org/W2389381914","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345"],"abstract_inverted_index":{"Abstract":[0],"Detecting":[1],"changes":[2,133],"or":[3,29],"shifts":[4],"in":[5,39,76,96,134],"data":[6,109],"over":[7],"time":[8,98],"is":[9,16,59,102,128],"known":[10],"as":[11,90],"change-point":[12,40,93],"detection.":[13],"This":[14,79],"phenomenon":[15],"crucial":[17],"for":[18],"identifying":[19],"the":[20,45,48,82,108,115,135,139,148],"deterioration":[21],"of":[22,51,57,84,141],"industrial":[23,77,154],"components":[24],"and":[25,35,67,146],"preventing":[26],"costly":[27,74],"breakdowns":[28],"failures.":[30],"There":[31],"are":[32],"several":[33],"supervised":[34,104],"unsupervised":[36],"approaches":[37],"used":[38,129],"detection,":[41],"which":[42],"involve":[43],"evaluating":[44],"difference":[46],"between":[47,121],"sampling":[49],"distributions":[50],"two-time":[52,122],"windows.":[53,123],"The":[54],"accurate":[55],"detection":[56,94],"change-points":[58],"a":[60,103,111,125,152],"critical":[61],"challenge":[62],"addressed":[63],"by":[64],"Industry":[65],"4.0":[66],"can":[68],"enable":[69],"timely":[70],"action":[71],"to":[72,113,130,151],"avoid":[73],"failures":[75],"elements.":[78],"paper":[80],"discusses":[81],"use":[83,155],"distance-based":[85],"common":[86],"spatial":[87],"patterns":[88],"(DB-CSPs)":[89],"an":[91],"offline":[92],"technique":[95],"multivariate":[97],"series":[99],"data.":[100,136],"DB-CSP":[101],"approach":[105,150],"that":[106,119],"projects":[107],"into":[110],"subspace":[112],"identify":[114],"most":[116],"relevant":[117],"features":[118],"differentiate":[120],"Afterward,":[124],"classification":[126],"algorithm":[127],"effectively":[131],"detect":[132],"We":[137],"demonstrate":[138],"adequacy":[140],"LynxSight":[142],"using":[143],"public":[144],"datasets":[145],"apply":[147],"new":[149],"real":[153],"case,":[156],"achieving":[157],"better":[158],"results":[159],"than":[160],"some":[161],"state-of-the-art":[162],"techniques.":[163]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}