{"id":"https://openalex.org/W4404240381","doi":"https://doi.org/10.1145/3696348.3696894","title":"Toward Trustworthy Learning-Enabled Systems with Concept-Based Explanations","display_name":"Toward Trustworthy Learning-Enabled Systems with Concept-Based Explanations","publication_year":2024,"publication_date":"2024-11-11","ids":{"openalex":"https://openalex.org/W4404240381","doi":"https://doi.org/10.1145/3696348.3696894"},"language":"en","primary_location":{"id":"doi:10.1145/3696348.3696894","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3696348.3696894","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3696348.3696894?download=true","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 23rd ACM Workshop on Hot Topics in Networks","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3696348.3696894?download=true","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5104106745","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":true,"raw_author_name":"Sagar Patel","raw_affiliation_strings":["University of California, Irvine"],"affiliations":[{"raw_affiliation_string":"University of California, Irvine","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"]},{"id":"https://openalex.org/I4210099236","display_name":"Kootenay Association for Science & Technology","ror":"https://ror.org/011pv9p44","country_code":"CA","type":"nonprofit","lineage":["https://openalex.org/I4210099236"]}],"countries":["CA","KR"],"is_corresponding":false,"raw_author_name":"Dongsu Han","raw_affiliation_strings":["KAIST"],"affiliations":[{"raw_affiliation_string":"KAIST","institution_ids":["https://openalex.org/I4210099236","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 Narodystka","raw_affiliation_strings":["VMware Research by Broadcom"],"affiliations":[{"raw_affiliation_string":"VMware Research by Broadcom","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"]},{"id":"https://openalex.org/I4210127325","display_name":"Broadcom (United States)","ror":"https://ror.org/035gt5s03","country_code":"US","type":"company","lineage":["https://openalex.org/I4210127325"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sangeetha Abdu Jyothi","raw_affiliation_strings":["University of California, Irvine, VMware Research by Broadcom"],"affiliations":[{"raw_affiliation_string":"University of California, Irvine, VMware Research by Broadcom","institution_ids":["https://openalex.org/I204250578","https://openalex.org/I4210127325"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5104106745"],"corresponding_institution_ids":["https://openalex.org/I204250578"],"apc_list":null,"apc_paid":null,"fwci":1.0632,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.81921255,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"60","last_page":"67"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9908000230789185,"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":0.9908000230789185,"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":0.9782000184059143,"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":0.9733999967575073,"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/trustworthiness","display_name":"Trustworthiness","score":0.8277125358581543},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7212699055671692},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.34163331985473633},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.2125665843486786}],"concepts":[{"id":"https://openalex.org/C153701036","wikidata":"https://www.wikidata.org/wiki/Q659974","display_name":"Trustworthiness","level":2,"score":0.8277125358581543},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7212699055671692},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.34163331985473633},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.2125665843486786}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3696348.3696894","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3696348.3696894","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3696348.3696894?download=true","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 23rd ACM Workshop on Hot Topics in Networks","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3696348.3696894","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3696348.3696894","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3696348.3696894?download=true","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 23rd ACM Workshop on Hot Topics in Networks","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320328359","display_name":"Ministry of Science and ICT, South Korea","ror":"https://ror.org/01wpjm123"},{"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/W4404240381.pdf","grobid_xml":"https://content.openalex.org/works/W4404240381.grobid-xml"},"referenced_works_count":17,"referenced_works":["https://openalex.org/W95608104","https://openalex.org/W2122825543","https://openalex.org/W2282821441","https://openalex.org/W2294512426","https://openalex.org/W2618851150","https://openalex.org/W2734941459","https://openalex.org/W2744628735","https://openalex.org/W2824027552","https://openalex.org/W2906364736","https://openalex.org/W2962862931","https://openalex.org/W3038898937","https://openalex.org/W3046478992","https://openalex.org/W3098136764","https://openalex.org/W3156127671","https://openalex.org/W3187417346","https://openalex.org/W4308632271","https://openalex.org/W4386075969"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2076536433","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W90316445","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109"],"abstract_inverted_index":{"Despite":[0],"the":[1,18,38,43,55],"superior":[2],"performance":[3],"of":[4,54],"deep":[5],"learning-based":[6],"controllers":[7,33],"in":[8,20],"network":[9],"applications,":[10],"their":[11],"practical":[12],"adoption":[13],"is":[14],"limited":[15],"due":[16],"to":[17,60],"difficulty":[19],"understanding":[21],"and":[22,69],"trusting":[23],"them.":[24],"Existing":[25],"explainability":[26],"solutions":[27],"largely":[28],"focus":[29],"on":[30],"interpreting":[31],"these":[32,46],"by":[34,42],"providing":[35],"insights":[36,47],"into":[37],"top":[39],"features":[40],"used":[41],"model.":[44],"Although":[45],"can":[48],"help":[49],"reveal":[50],"an":[51],"important":[52],"aspect":[53],"controller,":[56],"they":[57],"require":[58],"operators":[59],"deal":[61],"with":[62],"low-level":[63],"features,":[64],"requiring":[65],"extensive":[66],"manual":[67],"analysis":[68],"interpretation.":[70]},"counts_by_year":[{"year":2025,"cited_by_count":3}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}