{"id":"https://openalex.org/W4405213700","doi":"https://doi.org/10.1007/s00371-024-03723-6","title":"Multimodal fusion and knowledge distillation for improved anomaly detection","display_name":"Multimodal fusion and knowledge distillation for improved anomaly detection","publication_year":2024,"publication_date":"2024-12-10","ids":{"openalex":"https://openalex.org/W4405213700","doi":"https://doi.org/10.1007/s00371-024-03723-6"},"language":"en","primary_location":{"id":"doi:10.1007/s00371-024-03723-6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00371-024-03723-6","pdf_url":null,"source":{"id":"https://openalex.org/S73060445","display_name":"The Visual Computer","issn_l":"0178-2789","issn":["0178-2789","1432-2315"],"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":"The Visual Computer","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/A5114114806","display_name":"Meichen Lu","orcid":null},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Meichen Lu","raw_affiliation_strings":["College of Automation, Chongqing University, Shapingba District, Chongqing, 400030, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Automation, Chongqing University, Shapingba District, Chongqing, 400030, China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052594325","display_name":"Yi Chai","orcid":"https://orcid.org/0000-0002-2717-5981"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yi Chai","raw_affiliation_strings":["College of Automation, Chongqing University, Shapingba District, Chongqing, 400030, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Automation, Chongqing University, Shapingba District, Chongqing, 400030, China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076316305","display_name":"Kaixiong Xu","orcid":"https://orcid.org/0009-0000-1060-7453"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kaixiong Xu","raw_affiliation_strings":["College of Automation, Chongqing University, Shapingba District, Chongqing, 400030, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Automation, Chongqing University, Shapingba District, Chongqing, 400030, China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101996350","display_name":"Weiqing Chen","orcid":"https://orcid.org/0000-0002-2910-6461"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]},{"id":"https://openalex.org/I4210154480","display_name":"Chongqing Cancer Hospital","ror":"https://ror.org/047d8yx24","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210154480"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weiqing Chen","raw_affiliation_strings":["Department of Gastroenterology, Chongqing University Cancer Hospital, Shapingba District, Chongqing, 400030, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Gastroenterology, Chongqing University Cancer Hospital, Shapingba District, Chongqing, 400030, China","institution_ids":["https://openalex.org/I4210154480","https://openalex.org/I158842170"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005135361","display_name":"Fei Ao","orcid":"https://orcid.org/0000-0002-9214-7485"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]},{"id":"https://openalex.org/I4210154480","display_name":"Chongqing Cancer Hospital","ror":"https://ror.org/047d8yx24","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210154480"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fei Ao","raw_affiliation_strings":["Department of Gastroenterology, Chongqing University Cancer Hospital, Shapingba District, Chongqing, 400030, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Gastroenterology, Chongqing University Cancer Hospital, Shapingba District, Chongqing, 400030, China","institution_ids":["https://openalex.org/I4210154480","https://openalex.org/I158842170"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102920474","display_name":"Wen Ji","orcid":"https://orcid.org/0009-0002-5105-2460"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]},{"id":"https://openalex.org/I4210154480","display_name":"Chongqing Cancer Hospital","ror":"https://ror.org/047d8yx24","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210154480"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wen Ji","raw_affiliation_strings":["Department of Gastroenterology, Chongqing University Cancer Hospital, Shapingba District, Chongqing, 400030, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Gastroenterology, Chongqing University Cancer Hospital, Shapingba District, Chongqing, 400030, China","institution_ids":["https://openalex.org/I4210154480","https://openalex.org/I158842170"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5052594325"],"corresponding_institution_ids":["https://openalex.org/I158842170"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":2.4309,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.90769934,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"41","issue":"8","first_page":"5311","last_page":"5322"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9998999834060669,"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":0.9998999834060669,"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/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9921000003814697,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9857000112533569,"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":0.7675678730010986},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.7164571285247803},{"id":"https://openalex.org/keywords/encoder","display_name":"Encoder","score":0.7133087515830994},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.5799861550331116},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.5417672991752625},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.5310949087142944},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4946098029613495},{"id":"https://openalex.org/keywords/information-fusion","display_name":"Information fusion","score":0.45271196961402893},{"id":"https://openalex.org/keywords/anomaly","display_name":"Anomaly (physics)","score":0.45165833830833435},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3655555844306946},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.35626405477523804},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.342958927154541}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7675678730010986},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.7164571285247803},{"id":"https://openalex.org/C118505674","wikidata":"https://www.wikidata.org/wiki/Q42586063","display_name":"Encoder","level":2,"score":0.7133087515830994},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.5799861550331116},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.5417672991752625},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.5310949087142944},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4946098029613495},{"id":"https://openalex.org/C2982962833","wikidata":"https://www.wikidata.org/wiki/Q17092450","display_name":"Information fusion","level":2,"score":0.45271196961402893},{"id":"https://openalex.org/C12997251","wikidata":"https://www.wikidata.org/wiki/Q567560","display_name":"Anomaly (physics)","level":2,"score":0.45165833830833435},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3655555844306946},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.35626405477523804},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.342958927154541},{"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C26873012","wikidata":"https://www.wikidata.org/wiki/Q214781","display_name":"Condensed matter physics","level":1,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00371-024-03723-6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00371-024-03723-6","pdf_url":null,"source":{"id":"https://openalex.org/S73060445","display_name":"The Visual Computer","issn_l":"0178-2789","issn":["0178-2789","1432-2315"],"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":"The Visual Computer","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":41,"referenced_works":["https://openalex.org/W2962858109","https://openalex.org/W2963717374","https://openalex.org/W2963954913","https://openalex.org/W2964072591","https://openalex.org/W2985076077","https://openalex.org/W2994671211","https://openalex.org/W3106848223","https://openalex.org/W3108975592","https://openalex.org/W3110275472","https://openalex.org/W3131934736","https://openalex.org/W3147184966","https://openalex.org/W3164440025","https://openalex.org/W3167437959","https://openalex.org/W3169651898","https://openalex.org/W3183588514","https://openalex.org/W3185727700","https://openalex.org/W3198377975","https://openalex.org/W3203326738","https://openalex.org/W3214466318","https://openalex.org/W4225791300","https://openalex.org/W4285306484","https://openalex.org/W4312605624","https://openalex.org/W4319969359","https://openalex.org/W4384785498","https://openalex.org/W4386065385","https://openalex.org/W4386075649","https://openalex.org/W4389195380","https://openalex.org/W4390100115","https://openalex.org/W4390588537","https://openalex.org/W4390875033","https://openalex.org/W4393147759","https://openalex.org/W4393158476","https://openalex.org/W4394597908","https://openalex.org/W4396558771","https://openalex.org/W4396846131","https://openalex.org/W4399762091","https://openalex.org/W4402716302","https://openalex.org/W4402716375","https://openalex.org/W6600018615","https://openalex.org/W6600020421","https://openalex.org/W6608093658"],"related_works":["https://openalex.org/W2806741695","https://openalex.org/W4290647774","https://openalex.org/W3189286258","https://openalex.org/W3207797160","https://openalex.org/W3210364259","https://openalex.org/W4300558037","https://openalex.org/W2667207928","https://openalex.org/W2912112202","https://openalex.org/W4377864969","https://openalex.org/W3120251014"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":6}],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-10T00:00:00"}
