{"id":"https://openalex.org/W4241366077","doi":"https://doi.org/10.1109/iccad.2014.7001424","title":"On application of data mining in functional debug","display_name":"On application of data mining in functional debug","publication_year":2014,"publication_date":"2014-11-01","ids":{"openalex":"https://openalex.org/W4241366077","doi":"https://doi.org/10.1109/iccad.2014.7001424"},"language":"en","primary_location":{"id":"doi:10.1109/iccad.2014.7001424","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccad.2014.7001424","pdf_url":null,"source":{"id":"https://openalex.org/S4363608466","display_name":"2014 IEEE/ACM International Conference on Computer-Aided Design (ICCAD)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE/ACM International Conference on Computer-Aided Design (ICCAD)","raw_type":"proceedings-article"},"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/A5034427067","display_name":"Kuo-Kai Hsieh","orcid":null},"institutions":[{"id":"https://openalex.org/I154570441","display_name":"University of California, Santa Barbara","ror":"https://ror.org/02t274463","country_code":"US","type":"education","lineage":["https://openalex.org/I154570441"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kuo-Kai Hsieh","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of California, Santa Barbara"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of California, Santa Barbara","institution_ids":["https://openalex.org/I154570441"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085836910","display_name":"Wen Chen","orcid":"https://orcid.org/0000-0002-3258-7278"},"institutions":[{"id":"https://openalex.org/I100625452","display_name":"ON Semiconductor (United States)","ror":"https://ror.org/03nw6pt28","country_code":"US","type":"company","lineage":["https://openalex.org/I100625452"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Wen Chen","raw_affiliation_strings":["Technology Solution Organization, Freescale Semiconductor Inc"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technology Solution Organization, Freescale Semiconductor Inc","institution_ids":["https://openalex.org/I100625452"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100369642","display_name":"Li-C. Wang","orcid":"https://orcid.org/0000-0003-4851-8004"},"institutions":[{"id":"https://openalex.org/I154570441","display_name":"University of California, Santa Barbara","ror":"https://ror.org/02t274463","country_code":"US","type":"education","lineage":["https://openalex.org/I154570441"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Li-C Wang","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of California, Santa Barbara"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of California, Santa Barbara","institution_ids":["https://openalex.org/I154570441"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5108510816","display_name":"Jayanta Bhadra","orcid":null},"institutions":[{"id":"https://openalex.org/I100625452","display_name":"ON Semiconductor (United States)","ror":"https://ror.org/03nw6pt28","country_code":"US","type":"company","lineage":["https://openalex.org/I100625452"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jayanta Bhadra","raw_affiliation_strings":["Technology Solution Organization, Freescale Semiconductor Inc"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technology Solution Organization, Freescale Semiconductor Inc","institution_ids":["https://openalex.org/I100625452"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"5","issue":null,"first_page":"670","last_page":"675"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12072","display_name":"Machine Learning and Algorithms","score":0.9983999729156494,"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/T12072","display_name":"Machine Learning and Algorithms","score":0.9983999729156494,"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/T11032","display_name":"VLSI and Analog Circuit Testing","score":0.9983000159263611,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/T10260","display_name":"Software Engineering Research","score":0.9936000108718872,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/debugging","display_name":"Debugging","score":0.9360071420669556},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8066871166229248},{"id":"https://openalex.org/keywords/dependency","display_name":"Dependency (UML)","score":0.7279257774353027},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6174594759941101},{"id":"https://openalex.org/keywords/functional-dependency","display_name":"Functional dependency","score":0.5572453737258911},{"id":"https://openalex.org/keywords/state","display_name":"State (computer science)","score":0.5272395014762878},{"id":"https://openalex.org/keywords/software-bug","display_name":"Software bug","score":0.5145251154899597},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4263211488723755},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.35976317524909973},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.19700506329536438},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.17082303762435913},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.15978851914405823}],"concepts":[{"id":"https://openalex.org/C168065819","wikidata":"https://www.wikidata.org/wiki/Q845566","display_name":"Debugging","level":2,"score":0.9360071420669556},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8066871166229248},{"id":"https://openalex.org/C19768560","wikidata":"https://www.wikidata.org/wiki/Q320727","display_name":"Dependency (UML)","level":2,"score":0.7279257774353027},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6174594759941101},{"id":"https://openalex.org/C26320393","wikidata":"https://www.wikidata.org/wiki/Q597053","display_name":"Functional dependency","level":3,"score":0.5572453737258911},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.5272395014762878},{"id":"https://openalex.org/C1009929","wikidata":"https://www.wikidata.org/wiki/Q179550","display_name":"Software bug","level":3,"score":0.5145251154899597},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4263211488723755},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.35976317524909973},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.19700506329536438},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.17082303762435913},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.15978851914405823},{"id":"https://openalex.org/C5655090","wikidata":"https://www.wikidata.org/wiki/Q192588","display_name":"Relational database","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iccad.2014.7001424","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccad.2014.7001424","pdf_url":null,"source":{"id":"https://openalex.org/S4363608466","display_name":"2014 IEEE/ACM International Conference on Computer-Aided Design (ICCAD)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE/ACM International Conference on Computer-Aided Design (ICCAD)","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":10,"referenced_works":["https://openalex.org/W1487086790","https://openalex.org/W1497184468","https://openalex.org/W1520252399","https://openalex.org/W1974291029","https://openalex.org/W2069736170","https://openalex.org/W2084666366","https://openalex.org/W2098165956","https://openalex.org/W2117874980","https://openalex.org/W2481003398","https://openalex.org/W2757357169"],"related_works":["https://openalex.org/W2392606101","https://openalex.org/W3162070149","https://openalex.org/W2072918301","https://openalex.org/W2740264376","https://openalex.org/W2133756937","https://openalex.org/W4206999239","https://openalex.org/W2385315033","https://openalex.org/W2161928627","https://openalex.org/W2362842011","https://openalex.org/W4388482952"],"abstract_inverted_index":{"This":[0],"paper":[1],"investigates":[2],"how":[3],"data":[4],"mining":[5,48],"can":[6],"be":[7],"applied":[8],"in":[9,90],"functional":[10,21],"debug,":[11],"which":[12],"is":[13,97],"formulated":[14],"as":[15],"the":[16,47,61,74,77,81,88,94],"problem":[17],"of":[18,76,93],"explaining":[19],"a":[20,31,103],"simulation":[22],"error":[23,65],"based":[24],"on":[25,80,102],"human-understandable":[26],"machine":[27],"states.":[28],"We":[29,72],"present":[30],"rule":[32,54],"discovery":[33],"methodology":[34,89,96],"comprising":[35],"two":[36],"steps.":[37],"The":[38,50],"first":[39,82],"step":[40,52,79,83],"selects":[41],"relevant":[42],"state":[43],"variables":[44],"for":[45,86],"constructing":[46],"dataset.":[49],"second":[51,78],"applies":[53],"learning":[55],"to":[56],"extract":[57],"rules":[58],"that":[59,63,69],"differentiates":[60],"tests":[62],"excite":[64],"behavior":[66],"from":[67],"those":[68],"do":[70],"not.":[71],"explain":[73],"dependency":[75],"and":[84],"considerations":[85],"implementing":[87],"practice.":[91],"Application":[92],"proposed":[95],"illustrated":[98],"through":[99],"experiments":[100],"conducted":[101],"recent":[104],"commercial":[105],"SoC":[106],"design.":[107]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}