{"id":"https://openalex.org/W2134799401","doi":"https://doi.org/10.1109/iti.2008.4588430","title":"Attribute ranking for intelligent data analysis in medical applications","display_name":"Attribute ranking for intelligent data analysis in medical applications","publication_year":2008,"publication_date":"2008-06-01","ids":{"openalex":"https://openalex.org/W2134799401","doi":"https://doi.org/10.1109/iti.2008.4588430","mag":"2134799401"},"language":"en","primary_location":{"id":"doi:10.1109/iti.2008.4588430","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iti.2008.4588430","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ITI 2008 - 30th International Conference on Information Technology Interfaces","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/A5087537644","display_name":"Dragan Gamberger","orcid":"https://orcid.org/0000-0002-9008-6156"},"institutions":[{"id":"https://openalex.org/I4210123216","display_name":"Ru\u0111er Bo\u0161kovi\u0107 Institute","ror":"https://ror.org/02mw21745","country_code":"HR","type":"facility","lineage":["https://openalex.org/I4210123216"]}],"countries":["HR"],"is_corresponding":false,"raw_author_name":"Dragan Gamberger","raw_affiliation_strings":["Rudjer Boskovic Institute, Croatia","Rudjer Boskovic Inst., Zagreb"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Rudjer Boskovic Institute, Croatia","institution_ids":["https://openalex.org/I4210123216"]},{"raw_affiliation_string":"Rudjer Boskovic Inst., Zagreb","institution_ids":["https://openalex.org/I4210123216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020104826","display_name":"Marin Prcela","orcid":null},"institutions":[{"id":"https://openalex.org/I4210123216","display_name":"Ru\u0111er Bo\u0161kovi\u0107 Institute","ror":"https://ror.org/02mw21745","country_code":"HR","type":"facility","lineage":["https://openalex.org/I4210123216"]}],"countries":["HR"],"is_corresponding":false,"raw_author_name":"Marin Prcela","raw_affiliation_strings":["Rudjer Boskovic Institute, Croatia","Rudjer Boskovic Inst., Zagreb"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Rudjer Boskovic Institute, Croatia","institution_ids":["https://openalex.org/I4210123216"]},{"raw_affiliation_string":"Rudjer Boskovic Inst., Zagreb","institution_ids":["https://openalex.org/I4210123216"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016424155","display_name":"Matko Bo\u0161njak","orcid":null},"institutions":[{"id":"https://openalex.org/I4210123216","display_name":"Ru\u0111er Bo\u0161kovi\u0107 Institute","ror":"https://ror.org/02mw21745","country_code":"HR","type":"facility","lineage":["https://openalex.org/I4210123216"]}],"countries":["HR"],"is_corresponding":false,"raw_author_name":"Matko Bosnjak","raw_affiliation_strings":["Rudjer Boskovic Institute, Croatia","Rudjer Boskovic Inst., Zagreb"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Rudjer Boskovic Institute, Croatia","institution_ids":["https://openalex.org/I4210123216"]},{"raw_affiliation_string":"Rudjer Boskovic Inst., Zagreb","institution_ids":["https://openalex.org/I4210123216"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210123216"],"apc_list":null,"apc_paid":null,"fwci":1.0143,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.76381751,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"17","issue":null,"first_page":"323","last_page":"328"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9993000030517578,"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"}},"topics":[{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9993000030517578,"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/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9983999729156494,"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/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.984499990940094,"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":0.806870698928833},{"id":"https://openalex.org/keywords/generality","display_name":"Generality","score":0.7735459804534912},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.6812276840209961},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.6807465553283691},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.637925386428833},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5986900925636292},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5661213397979736},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.5506632924079895},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5153424143791199},{"id":"https://openalex.org/keywords/voting","display_name":"Voting","score":0.44270920753479004},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08439075946807861}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.806870698928833},{"id":"https://openalex.org/C2780767217","wikidata":"https://www.wikidata.org/wiki/Q5532421","display_name":"Generality","level":2,"score":0.7735459804534912},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.6812276840209961},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.6807465553283691},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.637925386428833},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5986900925636292},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5661213397979736},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.5506632924079895},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5153424143791199},{"id":"https://openalex.org/C520049643","wikidata":"https://www.wikidata.org/wiki/Q189760","display_name":"Voting","level":3,"score":0.44270920753479004},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08439075946807861},{"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/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/iti.2008.4588430","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iti.2008.4588430","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ITI 2008 - 30th International Conference on Information Technology Interfaces","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.653.6633","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.653.6633","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://hnk.ffzg.hr/bibl/iti2008/PDF/%28105%29/105-04-017.pdf?origin%3Dpublication_detail","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W8722571","https://openalex.org/W1533771558","https://openalex.org/W1798570018","https://openalex.org/W1808644423","https://openalex.org/W2011101028","https://openalex.org/W2032427901","https://openalex.org/W2109676405","https://openalex.org/W2911964244","https://openalex.org/W4249215961","https://openalex.org/W6638249342"],"related_works":["https://openalex.org/W2045049461","https://openalex.org/W1978893398","https://openalex.org/W2201908702","https://openalex.org/W4381094582","https://openalex.org/W4388745254","https://openalex.org/W2980082554","https://openalex.org/W1517228774","https://openalex.org/W2767419625","https://openalex.org/W2389704471","https://openalex.org/W2117019857"],"abstract_inverted_index":{"The":[0],"work":[1],"critically":[2],"analyzes":[3],"machine":[4,67],"learning":[5,68],"based":[6,43],"attribute":[7,59],"selection":[8],"algorithms":[9,69],"from":[10],"the":[11,25,54,94],"perspective":[12],"of":[13,36,46,79,93],"their":[14,29],"applicability":[15],"for":[16,73,90],"intelligent":[17],"data":[18],"analysis.":[19],"Different":[20],"approaches":[21],"are":[22],"illustrated":[23],"by":[24,28],"results":[26],"obtained":[27],"application":[30,78],"on":[31,44],"a":[32],"large":[33],"medical":[34],"domain":[35],"heart":[37],"failure":[38],"patients.":[39],"Random":[40],"Forest":[41],"algorithm,":[42],"voting":[45],"many":[47],"relatively":[48],"non-correlated":[49],"classifiers,":[50],"is":[51,63],"accepted":[52],"as":[53],"most":[55],"reliable":[56],"approach":[57],"to":[58],"ranking.":[60],"Additionally,":[61],"it":[62],"demonstrated":[64],"that":[65,77],"rule-based":[66],"can":[70],"be":[71,87],"used":[72],"feature":[74],"ranking":[75],"and":[76],"rule":[80],"quality":[81],"measures":[82],"with":[83],"different":[84],"generality":[85],"may":[86],"very":[88],"useful":[89],"human":[91],"understanding":[92],"domain.":[95]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
