{"id":"https://openalex.org/W2018706176","doi":"https://doi.org/10.1109/grc.2009.5255051","title":"A novel extracting medical diagnosis rules based on rough sets","display_name":"A novel extracting medical diagnosis rules based on rough sets","publication_year":2009,"publication_date":"2009-08-01","ids":{"openalex":"https://openalex.org/W2018706176","doi":"https://doi.org/10.1109/grc.2009.5255051","mag":"2018706176"},"language":"en","primary_location":{"id":"doi:10.1109/grc.2009.5255051","is_oa":false,"landing_page_url":"https://doi.org/10.1109/grc.2009.5255051","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 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/A5103201278","display_name":"Jianwei Xiang","orcid":"https://orcid.org/0000-0001-6063-111X"},"institutions":[{"id":"https://openalex.org/I49934816","display_name":"Hunan University of Technology","ror":"https://ror.org/04j3vr751","country_code":"CN","type":"education","lineage":["https://openalex.org/I49934816"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jianwei Xiang","raw_affiliation_strings":["School of Computer and Communicate, Hunan University of Technology, Zhuzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Computer and Communicate, Hunan University of Technology, Zhuzhou, China","institution_ids":["https://openalex.org/I49934816"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010822701","display_name":"Ke Xia","orcid":null},"institutions":[{"id":"https://openalex.org/I49934816","display_name":"Hunan University of Technology","ror":"https://ror.org/04j3vr751","country_code":"CN","type":"education","lineage":["https://openalex.org/I49934816"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ke Xia","raw_affiliation_strings":["School of Computer and Communicate, Hunan University of Technology, Zhuzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Computer and Communicate, Hunan University of Technology, Zhuzhou, China","institution_ids":["https://openalex.org/I49934816"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5103201278"],"corresponding_institution_ids":["https://openalex.org/I49934816"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.07858707,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"43","issue":null,"first_page":"608","last_page":"611"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9932000041007996,"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"}},{"id":"https://openalex.org/T13734","display_name":"Advanced Computational Techniques and Applications","score":0.9602000117301941,"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/rough-set","display_name":"Rough set","score":0.8884853720664978},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7297461032867432},{"id":"https://openalex.org/keywords/expert-system","display_name":"Expert system","score":0.5539952516555786},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5504249334335327},{"id":"https://openalex.org/keywords/choke","display_name":"Choke","score":0.5186821222305298},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5171253681182861},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5155444145202637},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5154984593391418},{"id":"https://openalex.org/keywords/point","display_name":"Point (geometry)","score":0.5038222670555115},{"id":"https://openalex.org/keywords/reduction","display_name":"Reduction (mathematics)","score":0.4937349259853363},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4550548195838928},{"id":"https://openalex.org/keywords/medical-knowledge","display_name":"Medical knowledge","score":0.42896515130996704},{"id":"https://openalex.org/keywords/decision-rule","display_name":"Decision rule","score":0.4131460189819336},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1327657699584961},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09092152118682861}],"concepts":[{"id":"https://openalex.org/C111012933","wikidata":"https://www.wikidata.org/wiki/Q3137210","display_name":"Rough set","level":2,"score":0.8884853720664978},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7297461032867432},{"id":"https://openalex.org/C58328972","wikidata":"https://www.wikidata.org/wiki/Q184609","display_name":"Expert system","level":2,"score":0.5539952516555786},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5504249334335327},{"id":"https://openalex.org/C29049376","wikidata":"https://www.wikidata.org/wiki/Q864746","display_name":"Choke","level":2,"score":0.5186821222305298},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5171253681182861},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5155444145202637},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5154984593391418},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.5038222670555115},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.4937349259853363},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4550548195838928},{"id":"https://openalex.org/C2985722590","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medical knowledge","level":2,"score":0.42896515130996704},{"id":"https://openalex.org/C84839998","wikidata":"https://www.wikidata.org/wiki/Q5249245","display_name":"Decision rule","level":2,"score":0.4131460189819336},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1327657699584961},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09092152118682861},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C509550671","wikidata":"https://www.wikidata.org/wiki/Q126945","display_name":"Medical education","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/grc.2009.5255051","is_oa":false,"landing_page_url":"https://doi.org/10.1109/grc.2009.5255051","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 IEEE International Conference on Granular Computing","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities","score":0.4699999988079071},{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.46000000834465027}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":4,"referenced_works":["https://openalex.org/W334102867","https://openalex.org/W1996190629","https://openalex.org/W2042184377","https://openalex.org/W4255833381"],"related_works":["https://openalex.org/W2362625891","https://openalex.org/W2387621747","https://openalex.org/W4214891796","https://openalex.org/W1021271351","https://openalex.org/W2389890090","https://openalex.org/W2370118692","https://openalex.org/W2519291612","https://openalex.org/W1768477318","https://openalex.org/W2219741085","https://openalex.org/W2035595646"],"abstract_inverted_index":{"Analysis":[0],"of":[1,19,43,73,86,107,114],"how":[2],"to":[3,103],"extract":[4],"medical":[5,9],"diagnosis":[6],"rules":[7,34],"from":[8],"cases.":[10],"Based":[11],"on":[12],"the":[13,29,47,68,70,82,90,94,105,112],"rough":[14],"set":[15],"theory,":[16,26],"a":[17,100],"way":[18,102],"acquiring":[20,87],"knowledge":[21,74,88],"is":[22,76],"introduced.":[23],"Using":[24],"this":[25],"we":[27],"analyze":[28],"data,":[30],"propose":[31],"some":[32],"possible":[33],"and":[35],"reveal":[36],"an":[37],"optimized":[38],"probability":[39],"formula.":[40],"The":[41],"steps":[42],"implementation,":[44],"which":[45,78],"includes":[46],"continual":[48],"information":[49,52],"discrimination":[50],"system,":[51,54],"reduction":[53],"decision":[55,58],"acquirement":[56,75],"rules,":[57],"model":[59],"generation,":[60],"etc.,":[61],"are":[62],"explained":[63],"through":[64],"case":[65],"study.":[66],"In":[67],"end,":[69],"whole":[71],"process":[72],"discussed,":[77],"can":[79],"effectively":[80],"solve":[81,104],"choke":[83],"point":[84],"problem":[85],"in":[89,111],"expert":[91],"system.":[92],"At":[93],"same":[95],"time,":[96],"it":[97],"also":[98],"provides":[99],"new":[101],"application":[106],"artificial":[108],"intelligence":[109],"technology":[110],"field":[113],"medicinal":[115],"diagnosis.":[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"}
