{"id":"https://openalex.org/W2019181067","doi":"https://doi.org/10.1109/grc.2005.1547252","title":"Handling incomplete quantitative data for supervised learning based on fuzzy entropy","display_name":"Handling incomplete quantitative data for supervised learning based on fuzzy entropy","publication_year":2005,"publication_date":"2005-01-01","ids":{"openalex":"https://openalex.org/W2019181067","doi":"https://doi.org/10.1109/grc.2005.1547252","mag":"2019181067"},"language":"en","primary_location":{"id":"doi:10.1109/grc.2005.1547252","is_oa":false,"landing_page_url":"https://doi.org/10.1109/grc.2005.1547252","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2005 IEEE International Conference on Granular Computing","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/A5018914927","display_name":"Been-Chian Chien","orcid":"https://orcid.org/0000-0003-0181-7269"},"institutions":[{"id":"https://openalex.org/I134793997","display_name":"National University of Tainan","ror":"https://ror.org/020pqc882","country_code":"TW","type":"education","lineage":["https://openalex.org/I134793997"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Been-Chian Chien","raw_affiliation_strings":["Department of Computer Science and Information Engineering, National University of Tainan, Tainan County, Taiwan","Dept of Computer Science and Information Eng, National University of Tainan, Taiwan#TAB#"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Information Engineering, National University of Tainan, Tainan County, Taiwan","institution_ids":["https://openalex.org/I134793997"]},{"raw_affiliation_string":"Dept of Computer Science and Information Eng, National University of Tainan, Taiwan#TAB#","institution_ids":["https://openalex.org/I134793997"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090965663","display_name":"Cheng-Feng Lu","orcid":null},"institutions":[{"id":"https://openalex.org/I98298690","display_name":"I-Shou University","ror":"https://ror.org/04d7e4m76","country_code":"TW","type":"education","lineage":["https://openalex.org/I98298690"]},{"id":"https://openalex.org/I134793997","display_name":"National University of Tainan","ror":"https://ror.org/020pqc882","country_code":"TW","type":"education","lineage":["https://openalex.org/I134793997"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Cheng-Feng Lu","raw_affiliation_strings":["Department of Information Engineering, I-Shou University, Kaohsiung, Taiwan","Dept of Computer Science and Information Eng, National University of Tainan, Taiwan#TAB#"],"affiliations":[{"raw_affiliation_string":"Department of Information Engineering, I-Shou University, Kaohsiung, Taiwan","institution_ids":["https://openalex.org/I98298690"]},{"raw_affiliation_string":"Dept of Computer Science and Information Eng, National University of Tainan, Taiwan#TAB#","institution_ids":["https://openalex.org/I134793997"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037581663","display_name":"S.-J. Hsu","orcid":null},"institutions":[{"id":"https://openalex.org/I98298690","display_name":"I-Shou University","ror":"https://ror.org/04d7e4m76","country_code":"TW","type":"education","lineage":["https://openalex.org/I98298690"]},{"id":"https://openalex.org/I134793997","display_name":"National University of Tainan","ror":"https://ror.org/020pqc882","country_code":"TW","type":"education","lineage":["https://openalex.org/I134793997"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"S.-J. Hsu","raw_affiliation_strings":["Department of Information Engineering, I-Shou University, Kaohsiung, Taiwan","Dept of Computer Science and Information Eng, National University of Tainan, Taiwan#TAB#"],"affiliations":[{"raw_affiliation_string":"Department of Information Engineering, I-Shou University, Kaohsiung, Taiwan","institution_ids":["https://openalex.org/I98298690"]},{"raw_affiliation_string":"Dept of Computer Science and Information Eng, National University of Tainan, Taiwan#TAB#","institution_ids":["https://openalex.org/I134793997"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5018914927"],"corresponding_institution_ids":["https://openalex.org/I134793997"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.1041749,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"135","last_page":"140 Vol. 1"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9951000213623047,"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9951000213623047,"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/T10057","display_name":"Face and Expression Recognition","score":0.9790999889373779,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9785000085830688,"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":0.7724531888961792},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6995649933815002},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.601578950881958},{"id":"https://openalex.org/keywords/entropy","display_name":"Entropy (arrow of time)","score":0.5258722305297852},{"id":"https://openalex.org/keywords/training-set","display_name":"Training set","score":0.4950615465641022},{"id":"https://openalex.org/keywords/supervised-learning","display_name":"Supervised learning","score":0.4691029489040375},{"id":"https://openalex.org/keywords/genetic-programming","display_name":"Genetic programming","score":0.46088907122612},{"id":"https://openalex.org/keywords/real-world-data","display_name":"Real world data","score":0.4603429138660431},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.45139002799987793},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4289487898349762},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.4205491542816162},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.19831863045692444},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.08152729272842407}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7724531888961792},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6995649933815002},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.601578950881958},{"id":"https://openalex.org/C106301342","wikidata":"https://www.wikidata.org/wiki/Q4117933","display_name":"Entropy (arrow of time)","level":2,"score":0.5258722305297852},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.4950615465641022},{"id":"https://openalex.org/C136389625","wikidata":"https://www.wikidata.org/wiki/Q334384","display_name":"Supervised learning","level":3,"score":0.4691029489040375},{"id":"https://openalex.org/C110332635","wikidata":"https://www.wikidata.org/wiki/Q629498","display_name":"Genetic programming","level":2,"score":0.46088907122612},{"id":"https://openalex.org/C3020493868","wikidata":"https://www.wikidata.org/wiki/Q55631277","display_name":"Real world data","level":2,"score":0.4603429138660431},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.45139002799987793},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4289487898349762},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.4205491542816162},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.19831863045692444},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.08152729272842407},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/grc.2005.1547252","is_oa":false,"landing_page_url":"https://doi.org/10.1109/grc.2005.1547252","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2005 IEEE International Conference on Granular Computing","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W76682081","https://openalex.org/W1517016597","https://openalex.org/W1565902562","https://openalex.org/W1576818901","https://openalex.org/W1869391892","https://openalex.org/W2017900294","https://openalex.org/W2084812512","https://openalex.org/W2103355981","https://openalex.org/W2105678112","https://openalex.org/W2107899042","https://openalex.org/W2117100923","https://openalex.org/W2125055259","https://openalex.org/W2129775304","https://openalex.org/W2139881867","https://openalex.org/W2142835304","https://openalex.org/W2153635508","https://openalex.org/W3009784374","https://openalex.org/W3021257214","https://openalex.org/W3120421331","https://openalex.org/W3166095749","https://openalex.org/W4285719527","https://openalex.org/W6680710138"],"related_works":["https://openalex.org/W2968285896","https://openalex.org/W206299888","https://openalex.org/W2102997898","https://openalex.org/W2549153708","https://openalex.org/W2140816515","https://openalex.org/W2042286638","https://openalex.org/W2168489430","https://openalex.org/W2962933204","https://openalex.org/W2767784496","https://openalex.org/W3090702983"],"abstract_inverted_index":{"In":[0,69],"recent":[1],"years,":[2],"machine":[3],"learning":[4,88],"and":[5,50,84],"knowledge":[6],"discovery":[7],"techniques":[8],"have":[9],"attracted":[10],"a":[11,40,47,74,86],"great":[12],"deal":[13,78],"of":[14,23,33,57,113],"attention":[15],"in":[16,66,102],"the":[17,24,34,51,80,96,103,111,114],"information":[18],"area.":[19],"Classification":[20],"is":[21,44],"one":[22],"important":[25],"research":[26,30],"topics":[27],"on":[28,36,91],"these":[29],"areas.":[31],"Most":[32],"researches":[35],"classification":[37,97],"concern":[38],"that":[39],"complete":[41],"data":[42,53,62,83,101],"set":[43,49],"given":[45],"as":[46],"training":[48],"test":[52],"know":[54],"all":[55],"values":[56],"attributes":[58],"clearly.":[59],"Unfortunately,":[60],"incomplete":[61,81,100],"are":[63,107],"commonly":[64],"seen":[65],"real-world":[67],"applications.":[68],"this":[70],"paper,":[71],"we":[72],"propose":[73],"new":[75],"strategy":[76],"to":[77,94,109],"with":[79,99],"quantitative":[82],"introduce":[85],"supervised":[87],"method":[89],"based":[90],"genetic":[92],"programming":[93],"handle":[95],"problem":[98],"attributes.":[104],"Two":[105],"experiments":[106],"designed":[108],"evaluate":[110],"effectiveness":[112],"proposed":[115],"approaches.":[116]},"counts_by_year":[{"year":2013,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
