{"id":"https://openalex.org/W2111547651","doi":"https://doi.org/10.1109/fuzz.2003.1209361","title":"Measuring interpretability in rule-based classification systems","display_name":"Measuring interpretability in rule-based classification systems","publication_year":2004,"publication_date":"2004-05-06","ids":{"openalex":"https://openalex.org/W2111547651","doi":"https://doi.org/10.1109/fuzz.2003.1209361","mag":"2111547651"},"language":"en","primary_location":{"id":"doi:10.1109/fuzz.2003.1209361","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz.2003.1209361","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 12th IEEE International Conference on Fuzzy Systems, 2003. FUZZ '03.","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/A5067568785","display_name":"Detlef Nauck","orcid":"https://orcid.org/0000-0002-9077-4282"},"institutions":[{"id":"https://openalex.org/I4210158342","display_name":"Intel (United Kingdom)","ror":"https://ror.org/058cxws58","country_code":"GB","type":"company","lineage":["https://openalex.org/I1343180700","https://openalex.org/I4210158342"]},{"id":"https://openalex.org/I14689143","display_name":"BT Research","ror":"https://ror.org/03308db07","country_code":"GB","type":"facility","lineage":["https://openalex.org/I1332878012","https://openalex.org/I14689143"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"D.D. Nauck","raw_affiliation_strings":["Computational Intelligence Group, Intelligent Systems Laboratory, BT Exact Technologies Research, Ipswich, UK","Intelligent Syst. Lab., BTexact Technol., Ipswich, UK"],"affiliations":[{"raw_affiliation_string":"Computational Intelligence Group, Intelligent Systems Laboratory, BT Exact Technologies Research, Ipswich, UK","institution_ids":["https://openalex.org/I14689143"]},{"raw_affiliation_string":"Intelligent Syst. Lab., BTexact Technol., Ipswich, UK","institution_ids":["https://openalex.org/I14689143","https://openalex.org/I4210158342"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5067568785"],"corresponding_institution_ids":["https://openalex.org/I14689143","https://openalex.org/I4210158342"],"apc_list":null,"apc_paid":null,"fwci":6.4754,"has_fulltext":false,"cited_by_count":83,"citation_normalized_percentile":{"value":0.96399788,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9994000196456909,"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/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9994000196456909,"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/T10320","display_name":"Neural Networks and Applications","score":0.9832000136375427,"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/T12135","display_name":"Fuzzy Systems and Optimization","score":0.9539999961853027,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/interpretability","display_name":"Interpretability","score":0.9669363498687744},{"id":"https://openalex.org/keywords/fuzzy-rule","display_name":"Fuzzy rule","score":0.7439221143722534},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6548557281494141},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5978346467018127},{"id":"https://openalex.org/keywords/fuzzy-set","display_name":"Fuzzy set","score":0.5517404675483704},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.48327380418777466},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.4820571839809418},{"id":"https://openalex.org/keywords/base","display_name":"Base (topology)","score":0.4628064036369324},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.4495759904384613},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.441912442445755},{"id":"https://openalex.org/keywords/measure","display_name":"Measure (data warehouse)","score":0.41805920004844666},{"id":"https://openalex.org/keywords/rule-based-system","display_name":"Rule-based system","score":0.41476622223854065},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3577307462692261},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.31127578020095825}],"concepts":[{"id":"https://openalex.org/C2781067378","wikidata":"https://www.wikidata.org/wiki/Q17027399","display_name":"Interpretability","level":2,"score":0.9669363498687744},{"id":"https://openalex.org/C2780049643","wikidata":"https://www.wikidata.org/wiki/Q5511139","display_name":"Fuzzy rule","level":4,"score":0.7439221143722534},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6548557281494141},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5978346467018127},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.5517404675483704},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.48327380418777466},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.4820571839809418},{"id":"https://openalex.org/C42058472","wikidata":"https://www.wikidata.org/wiki/Q810214","display_name":"Base (topology)","level":2,"score":0.4628064036369324},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.4495759904384613},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.441912442445755},{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.41805920004844666},{"id":"https://openalex.org/C149271511","wikidata":"https://www.wikidata.org/wiki/Q1417149","display_name":"Rule-based system","level":2,"score":0.41476622223854065},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3577307462692261},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.31127578020095825},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/fuzz.2003.1209361","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz.2003.1209361","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 12th IEEE International Conference on Fuzzy Systems, 2003. FUZZ '03.","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.100.6691","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.100.6691","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://sci2s.ugr.es/keel/pdf/specific/congreso/3-I.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W149472151","https://openalex.org/W1483625074","https://openalex.org/W1513721646","https://openalex.org/W2045041727","https://openalex.org/W2117741245","https://openalex.org/W2119475352","https://openalex.org/W2130235008","https://openalex.org/W2132491934","https://openalex.org/W2145410114","https://openalex.org/W2149706766","https://openalex.org/W4236137412","https://openalex.org/W4251661833","https://openalex.org/W6606016081","https://openalex.org/W6628828686"],"related_works":["https://openalex.org/W2050337454","https://openalex.org/W2263538678","https://openalex.org/W2595285209","https://openalex.org/W2078633362","https://openalex.org/W2156706185","https://openalex.org/W2121837537","https://openalex.org/W97730999","https://openalex.org/W2076819047","https://openalex.org/W2171646384","https://openalex.org/W1593734614"],"abstract_inverted_index":{"The":[0],"\"unique":[1],"selling":[2],"point\"":[3],"of":[4,11,21,46,63,77],"fuzzy":[5,32,47],"systems":[6],"is":[7,25],"usually":[8],"the":[9,19,22,44,54,61,75,78],"interpretability":[10,45,62],"its":[12],"rule":[13,23,48],"base.":[14],"However,":[15,53],"very":[16],"often":[17],"only":[18],"accuracy":[20],"base":[24],"measured":[26],"and":[27,89],"used":[28,58],"to":[29,34,42,59,70],"compare":[30],"a":[31,90],"system":[33,66],"other":[35],"solutions.":[36],"We":[37,73],"have":[38],"suggested":[39],"an":[40],"index":[41,55,79],"measure":[43],"bases":[49],"for":[50],"classification":[51],"problems.":[52],"can":[56],"be":[57],"describe":[60],"any":[64],"rule-based":[65],"that":[67],"uses":[68],"sets":[69],"partition":[71],"variables.":[72],"demonstrate":[74],"features":[76],"by":[80],"using":[81],"two":[82],"data":[83],"sets,":[84],"one":[85],"simple":[86],"benchmark":[87],"set":[88],"real-world":[91],"example.":[92]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":7},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":3},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":2}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
