{"id":"https://openalex.org/W7125602739","doi":"https://doi.org/10.1007/s00521-025-11746-w","title":"Enhancing anomaly detection in satellite imagery using self-supervised learning techniques","display_name":"Enhancing anomaly detection in satellite imagery using self-supervised learning techniques","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7125602739","doi":"https://doi.org/10.1007/s00521-025-11746-w"},"language":"en","primary_location":{"id":"doi:10.1007/s00521-025-11746-w","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-025-11746-w","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computing and Applications","raw_type":"journal-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/A5123759874","display_name":"Ra\u00fal Barba-Rojas","orcid":null},"institutions":[{"id":"https://openalex.org/I4210116173","display_name":"Hospital General Universitario de Ciudad Real","ror":"https://ror.org/02f30ff69","country_code":"ES","type":"healthcare","lineage":["https://openalex.org/I4210116173","https://openalex.org/I4210141158"]},{"id":"https://openalex.org/I79189158","display_name":"University of Castilla-La Mancha","ror":"https://ror.org/05r78ng12","country_code":"ES","type":"education","lineage":["https://openalex.org/I79189158"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Ra\u00fal Barba-Rojas","raw_affiliation_strings":["Camino de Moledores s/n - Edificio Polivalente, Ubotica Technologies, Ciudad Real, Spain","Camino de Moledores s/n - Edificio Polivalente, Ubotica Technologies, Local 0.32, 13005, Ciudad Real, Castilla-La Mancha, Spain"],"raw_orcid":"https://orcid.org/0000-0002-4549-0483","affiliations":[{"raw_affiliation_string":"Camino de Moledores s/n - Edificio Polivalente, Ubotica Technologies, Ciudad Real, Spain","institution_ids":["https://openalex.org/I4210116173"]},{"raw_affiliation_string":"Camino de Moledores s/n - Edificio Polivalente, Ubotica Technologies, Local 0.32, 13005, Ciudad Real, Castilla-La Mancha, Spain","institution_ids":["https://openalex.org/I79189158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005876250","display_name":"Jos\u00e9 Lu\u00eds Espinosa-Aranda","orcid":"https://orcid.org/0000-0001-5377-848X"},"institutions":[{"id":"https://openalex.org/I4210116173","display_name":"Hospital General Universitario de Ciudad Real","ror":"https://ror.org/02f30ff69","country_code":"ES","type":"healthcare","lineage":["https://openalex.org/I4210116173","https://openalex.org/I4210141158"]},{"id":"https://openalex.org/I79189158","display_name":"University of Castilla-La Mancha","ror":"https://ror.org/05r78ng12","country_code":"ES","type":"education","lineage":["https://openalex.org/I79189158"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Jose Luis Espinosa-Aranda","raw_affiliation_strings":["Camino de Moledores s/n - Edificio Polivalente, Ubotica Technologies, Ciudad Real, Spain","Camino de Moledores s/n - Edificio Polivalente, Ubotica Technologies, Local 0.32, 13005, Ciudad Real, Castilla-La Mancha, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Camino de Moledores s/n - Edificio Polivalente, Ubotica Technologies, Ciudad Real, Spain","institution_ids":["https://openalex.org/I4210116173"]},{"raw_affiliation_string":"Camino de Moledores s/n - Edificio Polivalente, Ubotica Technologies, Local 0.32, 13005, Ciudad Real, Castilla-La Mancha, Spain","institution_ids":["https://openalex.org/I79189158"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5123745205","display_name":"Jorge D\u00edez","orcid":null},"institutions":[{"id":"https://openalex.org/I165339363","display_name":"Universidad de Oviedo","ror":"https://ror.org/006gksa02","country_code":"ES","type":"education","lineage":["https://openalex.org/I165339363"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Jorge D\u00edez","raw_affiliation_strings":["Artificial Intelligence Center, University of Oviedo, Campus de Gij\u00f3n, 33203, Gij\u00f3n, Spain","Artificial Intelligence Center, University of Oviedo, Gij\u00f3n, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Artificial Intelligence Center, University of Oviedo, Campus de Gij\u00f3n, 33203, Gij\u00f3n, Spain","institution_ids":["https://openalex.org/I165339363"]},{"raw_affiliation_string":"Artificial Intelligence Center, University of Oviedo, Gij\u00f3n, Spain","institution_ids":["https://openalex.org/I165339363"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5005876250","https://openalex.org/A5123745205","https://openalex.org/A5123759874"],"corresponding_institution_ids":["https://openalex.org/I165339363","https://openalex.org/I4210116173","https://openalex.org/I79189158"],"apc_list":{"value":3290,"currency":"USD","value_usd":3290},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.08153844,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"38","issue":"2","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.5515999794006348,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.5515999794006348,"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/T10689","display_name":"Remote-Sensing Image Classification","score":0.36160001158714294,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"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/T11819","display_name":"Data-Driven Disease Surveillance","score":0.009700000286102295,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.852400004863739},{"id":"https://openalex.org/keywords/geospatial-analysis","display_name":"Geospatial analysis","score":0.6205999851226807},{"id":"https://openalex.org/keywords/anomaly","display_name":"Anomaly (physics)","score":0.5543000102043152},{"id":"https://openalex.org/keywords/satellite-imagery","display_name":"Satellite imagery","score":0.5321000218391418},{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.5044000148773193},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.4754999876022339},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4677000045776367},{"id":"https://openalex.org/keywords/land-cover","display_name":"Land cover","score":0.4672999978065491},{"id":"https://openalex.org/keywords/abstraction","display_name":"Abstraction","score":0.4481000006198883}],"concepts":[{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.852400004863739},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7885000109672546},{"id":"https://openalex.org/C9770341","wikidata":"https://www.wikidata.org/wiki/Q1938983","display_name":"Geospatial analysis","level":2,"score":0.6205999851226807},{"id":"https://openalex.org/C12997251","wikidata":"https://www.wikidata.org/wiki/Q567560","display_name":"Anomaly (physics)","level":2,"score":0.5543000102043152},{"id":"https://openalex.org/C2778102629","wikidata":"https://www.wikidata.org/wiki/Q725252","display_name":"Satellite imagery","level":2,"score":0.5321000218391418},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.5044000148773193},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4823000133037567},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.4754999876022339},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4677000045776367},{"id":"https://openalex.org/C2780648208","wikidata":"https://www.wikidata.org/wiki/Q3001793","display_name":"Land cover","level":3,"score":0.4672999978065491},{"id":"https://openalex.org/C124304363","wikidata":"https://www.wikidata.org/wiki/Q673661","display_name":"Abstraction","level":2,"score":0.4481000006198883},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.41370001435279846},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.4097999930381775},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.4025999903678894},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.4018000066280365},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.388700008392334},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.36550000309944153},{"id":"https://openalex.org/C115051666","wikidata":"https://www.wikidata.org/wiki/Q6522493","display_name":"Ranging","level":2,"score":0.34950000047683716},{"id":"https://openalex.org/C39399123","wikidata":"https://www.wikidata.org/wiki/Q1348989","display_name":"Earth observation","level":3,"score":0.34540000557899475},{"id":"https://openalex.org/C59404180","wikidata":"https://www.wikidata.org/wiki/Q17013334","display_name":"Feature learning","level":2,"score":0.3386000096797943},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.31299999356269836},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.28769999742507935},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.2849999964237213},{"id":"https://openalex.org/C45942800","wikidata":"https://www.wikidata.org/wiki/Q245652","display_name":"Ensemble learning","level":2,"score":0.28380000591278076},{"id":"https://openalex.org/C183365957","wikidata":"https://www.wikidata.org/wiki/Q17140402","display_name":"Remote sensing application","level":3,"score":0.25769999623298645},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.2556000053882599}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00521-025-11746-w","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-025-11746-w","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computing and Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W1823976324","https://openalex.org/W2122646361","https://openalex.org/W2128392156","https://openalex.org/W2132077228","https://openalex.org/W2296719434","https://openalex.org/W2584276464","https://openalex.org/W2743138268","https://openalex.org/W2810688721","https://openalex.org/W2910101086","https://openalex.org/W3008578055","https://openalex.org/W3043480203","https://openalex.org/W3096831136","https://openalex.org/W3120920539","https://openalex.org/W3166166117","https://openalex.org/W3170647102","https://openalex.org/W3176270344","https://openalex.org/W3180609604","https://openalex.org/W3205281429","https://openalex.org/W3211213470","https://openalex.org/W3214920362","https://openalex.org/W4205236627","https://openalex.org/W4211030596","https://openalex.org/W4214694907","https://openalex.org/W4214881742","https://openalex.org/W4223948957","https://openalex.org/W4253461361","https://openalex.org/W4254182148","https://openalex.org/W4288060343","https://openalex.org/W4294350997","https://openalex.org/W4309575457","https://openalex.org/W4312390086","https://openalex.org/W4312523966","https://openalex.org/W4385349987","https://openalex.org/W4385992411","https://openalex.org/W4391093770","https://openalex.org/W4391406996","https://openalex.org/W4391805027","https://openalex.org/W4393147759","https://openalex.org/W4398767238","https://openalex.org/W4402041023","https://openalex.org/W4406568971","https://openalex.org/W4408017351","https://openalex.org/W4411600920"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2026-01-25T00:00:00"}
