{"id":"https://openalex.org/W4413756881","doi":"https://doi.org/10.1145/3718958.3754341","title":"Agua: A Concept-Based Explainer for Learning-Enabled Systems","display_name":"Agua: A Concept-Based Explainer for Learning-Enabled Systems","publication_year":2025,"publication_date":"2025-08-27","ids":{"openalex":"https://openalex.org/W4413756881","doi":"https://doi.org/10.1145/3718958.3754341"},"language":"en","primary_location":{"id":"doi:10.1145/3718958.3754341","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3718958.3754341","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3718958.3754341","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM SIGCOMM 2025 Conference","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3718958.3754341","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5103923405","display_name":"Sagar Patel","orcid":null},"institutions":[{"id":"https://openalex.org/I204250578","display_name":"University of California, Irvine","ror":"https://ror.org/04gyf1771","country_code":"US","type":"education","lineage":["https://openalex.org/I204250578"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sagar Patel","raw_affiliation_strings":["University of California, Irvine, Irvine, USA"],"raw_orcid":"https://orcid.org/0009-0000-6122-2705","affiliations":[{"raw_affiliation_string":"University of California, Irvine, Irvine, USA","institution_ids":["https://openalex.org/I204250578"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015247369","display_name":"Dongsu Han","orcid":"https://orcid.org/0000-0001-6922-7244"},"institutions":[{"id":"https://openalex.org/I157485424","display_name":"Korea Advanced Institute of Science and Technology","ror":"https://ror.org/05apxxy63","country_code":"KR","type":"education","lineage":["https://openalex.org/I157485424"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Dongsu Han","raw_affiliation_strings":["KAIST, Daejeon, Republic of Korea"],"raw_orcid":"https://orcid.org/0000-0001-6922-7244","affiliations":[{"raw_affiliation_string":"KAIST, Daejeon, Republic of Korea","institution_ids":["https://openalex.org/I157485424"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034897040","display_name":"Nina Narodytska","orcid":"https://orcid.org/0000-0002-5181-4560"},"institutions":[{"id":"https://openalex.org/I1296127346","display_name":"Broadcom (Israel)","ror":"https://ror.org/01jsrac29","country_code":"IL","type":"company","lineage":["https://openalex.org/I1296127346","https://openalex.org/I4210127325"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Nina Narodytska","raw_affiliation_strings":["VMware Research by Broadcom, Palo Alto, USA"],"raw_orcid":"https://orcid.org/0000-0002-5181-4560","affiliations":[{"raw_affiliation_string":"VMware Research by Broadcom, Palo Alto, USA","institution_ids":["https://openalex.org/I1296127346"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058967466","display_name":"Sangeetha Abdu Jyothi","orcid":"https://orcid.org/0009-0000-0503-4478"},"institutions":[{"id":"https://openalex.org/I204250578","display_name":"University of California, Irvine","ror":"https://ror.org/04gyf1771","country_code":"US","type":"education","lineage":["https://openalex.org/I204250578"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sangeetha Abdu Jyothi","raw_affiliation_strings":["University of California, Irvine, Irvine, USA"],"raw_orcid":"https://orcid.org/0009-0000-0503-4478","affiliations":[{"raw_affiliation_string":"University of California, Irvine, Irvine, USA","institution_ids":["https://openalex.org/I204250578"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"329","last_page":"346"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9922999739646912,"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":0.9922999739646912,"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/T12761","display_name":"Data Stream Mining Techniques","score":0.989300012588501,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.9779999852180481,"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":0.7244360446929932},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.35088956356048584}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7244360446929932},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.35088956356048584}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3718958.3754341","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3718958.3754341","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3718958.3754341","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM SIGCOMM 2025 Conference","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3718958.3754341","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3718958.3754341","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3718958.3754341","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM SIGCOMM 2025 Conference","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320320671","display_name":"National Research Foundation","ror":"https://ror.org/05s0g1g46"},{"id":"https://openalex.org/F4320335489","display_name":"Institute for Information and Communications Technology Promotion","ror":"https://ror.org/01g0hqq23"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4413756881.pdf","grobid_xml":"https://content.openalex.org/works/W4413756881.grobid-xml"},"referenced_works_count":37,"referenced_works":["https://openalex.org/W95608104","https://openalex.org/W2122825543","https://openalex.org/W2282821441","https://openalex.org/W2284330674","https://openalex.org/W2482797934","https://openalex.org/W2733765803","https://openalex.org/W2734941459","https://openalex.org/W2744628735","https://openalex.org/W2761846071","https://openalex.org/W2954996726","https://openalex.org/W2959627510","https://openalex.org/W2962862931","https://openalex.org/W2962883557","https://openalex.org/W2963459241","https://openalex.org/W2979997102","https://openalex.org/W2997591727","https://openalex.org/W3005097670","https://openalex.org/W3035965352","https://openalex.org/W3038898937","https://openalex.org/W3046478992","https://openalex.org/W3098136764","https://openalex.org/W3099878876","https://openalex.org/W3101981467","https://openalex.org/W3102091066","https://openalex.org/W3124373176","https://openalex.org/W3156127671","https://openalex.org/W3187417346","https://openalex.org/W4290991577","https://openalex.org/W4308632271","https://openalex.org/W4321786089","https://openalex.org/W4367185264","https://openalex.org/W4386075969","https://openalex.org/W4387030727","https://openalex.org/W4387246341","https://openalex.org/W4393156810","https://openalex.org/W4404240381","https://openalex.org/W4404691117"],"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":{"While":[0],"deep":[1],"learning":[2],"offers":[3],"superior":[4],"performance":[5],"in":[6,16],"systems":[7],"and":[8,18],"networking,":[9],"adoption":[10],"is":[11],"often":[12],"hindered":[13],"by":[14,26],"difficulties":[15],"understanding":[17],"debugging.":[19],"Explainability":[20],"aims":[21],"to":[22,45],"bridge":[23],"this":[24],"gap":[25],"providing":[27],"insight":[28],"into":[29],"the":[30,38],"model's":[31],"decisions.":[32],"However,":[33],"existing":[34],"methods":[35],"primarily":[36],"identify":[37],"most":[39],"influential":[40],"input":[41],"features,":[42],"forcing":[43],"operators":[44],"perform":[46],"extensive":[47],"manual":[48],"analysis":[49],"of":[50],"low-level":[51],"signals":[52],"(e.g.,":[53],"buffer":[54],"t":[55],"-":[56],"1).":[57]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
