{"id":"https://openalex.org/W4408402002","doi":"https://doi.org/10.1109/icftic64248.2024.10913260","title":"Abnormal Object Detection System in Cloud Server Centers Based on Transformer","display_name":"Abnormal Object Detection System in Cloud Server Centers Based on Transformer","publication_year":2024,"publication_date":"2024-12-13","ids":{"openalex":"https://openalex.org/W4408402002","doi":"https://doi.org/10.1109/icftic64248.2024.10913260"},"language":"en","primary_location":{"id":"doi:10.1109/icftic64248.2024.10913260","doi":"https://doi.org/10.1109/icftic64248.2024.10913260","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icftic64248.2024.10913260","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 6th International Conference on Frontier Technologies of Information and Computer (ICFTIC)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","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/A5111340981","display_name":"Ziheng Li","orcid":"https://orcid.org/0009-0006-0703-0044","observed_orcids":["https://orcid.org/0009-0006-0703-0044"]},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ziheng Li","raw_affiliation_strings":["Northeastern University,Faculty of Robot Science and Engineering,Shenyang,China,110169"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northeastern University,Faculty of Robot Science and Engineering,Shenyang,China,110169","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100381069","display_name":"Yang Jiang","orcid":"https://orcid.org/0000-0002-9726-4699","observed_orcids":["https://orcid.org/0000-0002-9726-4699","https://orcid.org/0000-0002-6431-7483"]},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yang Jiang","raw_affiliation_strings":["Northeastern University,Faculty of Robot Science and Engineering,Shenyang,China,110169"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northeastern University,Faculty of Robot Science and Engineering,Shenyang,China,110169","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100632459","display_name":"Bin Zhao","orcid":"https://orcid.org/0000-0002-5483-4794","observed_orcids":["https://orcid.org/0000-0002-5483-4794"]},"institutions":[{"id":"https://openalex.org/I2898894","display_name":"Liaoning University of Technology","ror":"https://ror.org/05ay23762","country_code":"CN","type":"education","lineage":["https://openalex.org/I2898894"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bin Zhao","raw_affiliation_strings":["Liaoning University of Technology College of Interdisciplinary Sciences,Jinzhou,China,121001"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Liaoning University of Technology College of Interdisciplinary Sciences,Jinzhou,China,121001","institution_ids":["https://openalex.org/I2898894"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.34206216,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"251","last_page":"254"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9067000150680542,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9067000150680542,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.03359999880194664,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.01679999940097332,"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/transformer","display_name":"transformer models","score":0.593999981880188},{"id":"https://openalex.org/keywords/data-augmentation","display_name":"data augmentation","score":0.6150000095367432},{"id":"https://openalex.org/keywords/transfer-learning","display_name":"transfer learning","score":0.878000020980835},{"id":"https://openalex.org/keywords/inspection-robot","display_name":"inspection robot","score":0.7390000224113464},{"id":"https://openalex.org/keywords/foreign-object-detection","display_name":"foreign body detection","score":0.6639999747276306}],"concepts":[{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.7247987389564514},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.67494136095047},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.4679830074310303},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.34457266330718994},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.10511794686317444},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10505852103233337},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icftic64248.2024.10913260","doi":"https://doi.org/10.1109/icftic64248.2024.10913260","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icftic64248.2024.10913260","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 6th International Conference on Frontier Technologies of Information and Computer (ICFTIC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.5378999710083008}],"sustainable_development_goals_aurora":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W2745308009","https://openalex.org/W2912514498","https://openalex.org/W2967085153","https://openalex.org/W3026328539","https://openalex.org/W3104631335","https://openalex.org/W4280603059","https://openalex.org/W4321484117","https://openalex.org/W4383337242","https://openalex.org/W4392231926","https://openalex.org/W4400144926","https://openalex.org/W4402841378"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W4244478748","https://openalex.org/W3150465815","https://openalex.org/W4223488648","https://openalex.org/W2134969820","https://openalex.org/W2251605416","https://openalex.org/W1997222214","https://openalex.org/W2560439919"],"abstract_inverted_index":{"In":[0],"order":[1],"to":[2,29,50,87,103],"solve":[3],"the":[4,11,36,54,61,89,99,105,112,118,128,132,138,142],"problem":[5],"of":[6,123],"foreign":[7],"object":[8,20,46],"detection":[9,21,90,135],"in":[10,35,137,147],"cloud":[12],"server":[13],"center,":[14],"this":[15,41],"paper":[16,42,93],"proposes":[17],"an":[18,44,71],"abnormal":[19,33,125,133],"system":[22],"based":[23],"on":[24],"a":[25],"transformer":[26],"network,":[27],"aiming":[28],"identify":[30],"and":[31,58,63,84,97,145],"warn":[32],"objects":[34],"computer":[37,55,139],"room":[38,56],"environment.":[39],"Firstly,":[40],"constructs":[43],"anomaly":[45],"dataset":[47],"(NEU":[48],"AID)":[49],"contain":[51],"information":[52],"about":[53],"environment,":[57],"it":[59],"improves":[60],"diversity":[62],"generalization":[64],"ability":[65,122],"through":[66,108],"data":[67,101],"enhancement":[68],"technology.":[69],"Secondly,":[70],"improved":[72],"Dual":[73],"Flow":[74],"Transformer":[75],"(DFT-NET)":[76],"is":[77],"proposed,":[78],"which":[79],"can":[80],"extract":[81],"both":[82],"global":[83],"local":[85],"features":[86],"optimize":[88],"effect.":[91],"This":[92],"introduces":[94],"transfer":[95],"learning":[96],"uses":[98],"COCO":[100],"set":[102],"pre-train":[104],"network.":[106],"Finally,":[107],"practical":[109,148],"application":[110,149],"verification,":[111],"proposed":[113],"DFT-NET":[114],"network":[115],"model":[116],"shows":[117],"high":[119],"accuracy":[120],"identification":[121],"unknown":[124],"items":[126,134],"when":[127],"inspection":[129],"robot":[130],"performs":[131],"task":[136],"room,":[140],"proving":[141],"model's":[143],"effectiveness":[144],"reliability":[146],"scenarios.":[150]},"counts_by_year":[],"updated_date":"2026-09-24T07:57:37.273135","created_date":"2025-10-10T00:00:00"}