{"id":"https://openalex.org/W4405490332","doi":"https://doi.org/10.1109/iccp63557.2024.10793046","title":"XAI-DETR: Explainable AI Tool for Detection Transformers","display_name":"XAI-DETR: Explainable AI Tool for Detection Transformers","publication_year":2024,"publication_date":"2024-10-17","ids":{"openalex":"https://openalex.org/W4405490332","doi":"https://doi.org/10.1109/iccp63557.2024.10793046"},"language":"en","primary_location":{"id":"doi:10.1109/iccp63557.2024.10793046","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccp63557.2024.10793046","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 20th International Conference on Intelligent Computer Communication and Processing (ICCP)","raw_type":"proceedings-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/A5115513635","display_name":"Cezar-Mihai Suciu","orcid":null},"institutions":[{"id":"https://openalex.org/I158333966","display_name":"Technical University of Cluj-Napoca","ror":"https://ror.org/03r8nwp71","country_code":"RO","type":"education","lineage":["https://openalex.org/I158333966"]}],"countries":["RO"],"is_corresponding":true,"raw_author_name":"Cezar-Mihai Suciu","raw_affiliation_strings":["Technical University of Cluj-Napoca,Department of Computer Science,Cluj-Napoca,Romania"],"affiliations":[{"raw_affiliation_string":"Technical University of Cluj-Napoca,Department of Computer Science,Cluj-Napoca,Romania","institution_ids":["https://openalex.org/I158333966"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085755068","display_name":"Anca Marginean","orcid":"https://orcid.org/0000-0001-8426-588X"},"institutions":[{"id":"https://openalex.org/I158333966","display_name":"Technical University of Cluj-Napoca","ror":"https://ror.org/03r8nwp71","country_code":"RO","type":"education","lineage":["https://openalex.org/I158333966"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Anca Marginean","raw_affiliation_strings":["Technical University of Cluj-Napoca,Department of Computer Science,Cluj-Napoca,Romania"],"affiliations":[{"raw_affiliation_string":"Technical University of Cluj-Napoca,Department of Computer Science,Cluj-Napoca,Romania","institution_ids":["https://openalex.org/I158333966"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5115513635"],"corresponding_institution_ids":["https://openalex.org/I158333966"],"apc_list":null,"apc_paid":null,"fwci":0.3626,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.69976114,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.8682000041007996,"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/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.8682000041007996,"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":0.6176937222480774},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.4916554093360901},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.17527973651885986},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.09700870513916016}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6176937222480774},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.4916554093360901},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.17527973651885986},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.09700870513916016},{"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/iccp63557.2024.10793046","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccp63557.2024.10793046","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 20th International Conference on Intelligent Computer Communication and Processing (ICCP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W2194775991","https://openalex.org/W2282821441","https://openalex.org/W2336525064","https://openalex.org/W2962858109","https://openalex.org/W3096609285","https://openalex.org/W4230405732","https://openalex.org/W4385245566","https://openalex.org/W6628973269","https://openalex.org/W6734194636","https://openalex.org/W6750391026","https://openalex.org/W6778937021","https://openalex.org/W6791353385"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Deep":[0],"learning":[1],"has":[2],"significantly":[3],"advanced":[4],"object":[5,111],"detection,":[6],"with":[7,106],"transformer-based":[8,107],"models":[9,22,108],"achieving":[10],"notable":[11],"improvements":[12],"in":[13,40,110,135],"both":[14],"accuracy":[15],"and":[16,71,90,138],"efficiency.":[17],"Despite":[18],"their":[19,27],"success,":[20],"these":[21,58,85],"are":[23,63],"inherently":[24],"complex,":[25],"making":[26],"decision-making":[28],"processes":[29],"difficult":[30,78],"to":[31,56,69,81,120],"interpret.":[32,72],"This":[33,73],"lack":[34],"of":[35,61,124,140],"transparency":[36],"poses":[37],"challenges,":[38,59],"particularly":[39],"critical":[41],"applications":[42],"where":[43],"inter-pretability":[44],"is":[45,118,146],"essential.":[46],"Although":[47],"various":[48],"Explainable":[49,99],"AI":[50,100],"(XAI)":[51],"methods":[52],"have":[53],"been":[54],"developed":[55],"address":[57],"many":[60],"them":[62],"not":[64],"always":[65],"straightforward":[66],"for":[67,79,103],"users":[68,80,132],"implement":[70],"can":[74],"make":[75],"it":[76],"more":[77],"fully":[82],"benefit":[83],"from":[84],"methods.":[86],"To":[87],"improve":[88],"accessibility":[89],"encourage":[91],"wider":[92],"adoption,":[93],"this":[94],"paper":[95],"introduces":[96],"XAI-DETR,":[97],"an":[98],"tool":[101],"designed":[102],"seamless":[104],"integration":[105],"used":[109],"detection.":[112],"Additionally,":[113],"a":[114],"novel":[115],"evaluation":[116],"method":[117],"presented":[119],"assess":[121],"the":[122,125,129,136,141],"faithfulness":[123],"explanations":[126],"provided":[127],"by":[128],"tool,":[130],"offering":[131],"greater":[133],"confidence":[134],"reliability":[137],"utility":[139],"generated":[142],"insights.":[143],"The":[144],"code":[145],"available":[147],"at":[148],"https://github.com/SuciuCaesar12/xaidetr.":[149]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-12-23T23:11:35.936235","created_date":"2025-10-10T00:00:00"}