{"id":"https://openalex.org/W2060938887","doi":"https://doi.org/10.1016/s0933-3657(03)00034-4","title":"Active subgroup mining: a case study in coronary heart disease risk group detection","display_name":"Active subgroup mining: a case study in coronary heart disease risk group detection","publication_year":2003,"publication_date":"2003-05-01","ids":{"openalex":"https://openalex.org/W2060938887","doi":"https://doi.org/10.1016/s0933-3657(03)00034-4","mag":"2060938887","pmid":"https://pubmed.ncbi.nlm.nih.gov/12850312"},"language":"en","primary_location":{"id":"doi:10.1016/s0933-3657(03)00034-4","is_oa":false,"landing_page_url":"https://doi.org/10.1016/s0933-3657(03)00034-4","pdf_url":null,"source":{"id":"https://openalex.org/S42468263","display_name":"Artificial Intelligence in Medicine","issn_l":"0933-3657","issn":["0933-3657","1873-2860"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Artificial Intelligence in Medicine","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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 Boskovi\u0107 Institute, Zagreb, Croatia. dragan.gamberger@irb.hr","Rudjer Bo\u0161kovi\u0107 Institute, Zagreb, Croatia#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Rudjer Boskovi\u0107 Institute, Zagreb, Croatia. dragan.gamberger@irb.hr","institution_ids":["https://openalex.org/I4210123216"]},{"raw_affiliation_string":"Rudjer Bo\u0161kovi\u0107 Institute, Zagreb, Croatia#TAB#","institution_ids":["https://openalex.org/I4210123216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060174190","display_name":"Nada Lavra\u010d","orcid":"https://orcid.org/0000-0002-9995-7093"},"institutions":[{"id":"https://openalex.org/I3006985408","display_name":"Jo\u017eef Stefan Institute","ror":"https://ror.org/05060sz93","country_code":"SI","type":"facility","lineage":["https://openalex.org/I3006985408"]}],"countries":["SI"],"is_corresponding":true,"raw_author_name":"Nada Lavra\u010d","raw_affiliation_strings":["Jo\u017eef Stefan Institute, Ljubljana, Slovenia","Joef Stefan Institute, Ljubljana, Slovenia#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Jo\u017eef Stefan Institute, Ljubljana, Slovenia","institution_ids":["https://openalex.org/I3006985408"]},{"raw_affiliation_string":"Joef Stefan Institute, Ljubljana, Slovenia#TAB#","institution_ids":["https://openalex.org/I3006985408"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015827011","display_name":"Goran Krsta\u010di\u0107","orcid":"https://orcid.org/0000-0003-0427-7229"},"institutions":[{"id":"https://openalex.org/I4210147716","display_name":"Institute for Medical Research and Occupational Health","ror":"https://ror.org/052zr0n46","country_code":"HR","type":"facility","lineage":["https://openalex.org/I1301669915","https://openalex.org/I4210147716","https://openalex.org/I4210154156"]}],"countries":["HR"],"is_corresponding":false,"raw_author_name":"Goran Krsta\u010di\u0107","raw_affiliation_strings":["Institute for Cardiovascular Prevention and Rehabilitation, Zagreb, Croatia","Institute for Cardiovascular Prevention and Rehabilitation, Zagreb, Croatia#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Cardiovascular Prevention and Rehabilitation, Zagreb, Croatia","institution_ids":["https://openalex.org/I4210147716"]},{"raw_affiliation_string":"Institute for Cardiovascular Prevention and Rehabilitation, Zagreb, Croatia#TAB#","institution_ids":["https://openalex.org/I4210147716"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5060174190"],"corresponding_institution_ids":["https://openalex.org/I3006985408"],"apc_list":{"value":3230,"currency":"USD","value_usd":3230},"apc_paid":null,"fwci":7.2,"has_fulltext":false,"cited_by_count":86,"citation_normalized_percentile":{"value":0.96707835,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"28","issue":"1","first_page":"27","last_page":"57"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9983000159263611,"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/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9983000159263611,"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.995199978351593,"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/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9933000206947327,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/coronary-heart-disease","display_name":"Coronary heart disease","score":0.6019815802574158},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5325583219528198},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.45137444138526917},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.4144745469093323},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.40491458773612976},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.24385902285575867}],"concepts":[{"id":"https://openalex.org/C3018906752","wikidata":"https://www.wikidata.org/wiki/Q844935","display_name":"Coronary heart disease","level":2,"score":0.6019815802574158},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5325583219528198},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.45137444138526917},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.4144745469093323},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.40491458773612976},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.24385902285575867}],"mesh":[{"descriptor_ui":"D003324","descriptor_name":"Coronary Artery Disease","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D003324","descriptor_name":"Coronary Artery Disease","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D003324","descriptor_name":"Coronary Artery Disease","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011379","descriptor_name":"Prognosis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011379","descriptor_name":"Prognosis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011379","descriptor_name":"Prognosis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012307","descriptor_name":"Risk Factors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012307","descriptor_name":"Risk Factors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012307","descriptor_name":"Risk Factors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016247","descriptor_name":"Information Storage and Retrieval","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016247","descriptor_name":"Information Storage and Retrieval","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016247","descriptor_name":"Information Storage and Retrieval","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016347","descriptor_name":"Medical Records Systems, Computerized","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016347","descriptor_name":"Medical Records Systems, Computerized","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016347","descriptor_name":"Medical Records Systems, Computerized","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1016/s0933-3657(03)00034-4","is_oa":false,"landing_page_url":"https://doi.org/10.1016/s0933-3657(03)00034-4","pdf_url":null,"source":{"id":"https://openalex.org/S42468263","display_name":"Artificial Intelligence in Medicine","issn_l":"0933-3657","issn":["0933-3657","1873-2860"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Artificial Intelligence in Medicine","raw_type":"journal-article"},{"id":"pmid:12850312","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/12850312","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Artificial intelligence in medicine","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.49000000953674316}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":69,"referenced_works":["https://openalex.org/W41502859","https://openalex.org/W72095881","https://openalex.org/W127280148","https://openalex.org/W619066208","https://openalex.org/W1210334740","https://openalex.org/W1484732323","https://openalex.org/W1488612788","https://openalex.org/W1510346750","https://openalex.org/W1523293200","https://openalex.org/W1540214124","https://openalex.org/W1553696291","https://openalex.org/W1554734378","https://openalex.org/W1570286060","https://openalex.org/W1587395437","https://openalex.org/W1589939704","https://openalex.org/W1594031697","https://openalex.org/W1596480252","https://openalex.org/W1604343573","https://openalex.org/W1670263352","https://openalex.org/W1769893219","https://openalex.org/W1798570018","https://openalex.org/W1817966645","https://openalex.org/W1842653555","https://openalex.org/W1848866101","https://openalex.org/W1927345150","https://openalex.org/W1964615815","https://openalex.org/W1971138308","https://openalex.org/W1985853978","https://openalex.org/W2006705370","https://openalex.org/W2019778169","https://openalex.org/W2022058268","https://openalex.org/W2032210760","https://openalex.org/W2032427901","https://openalex.org/W2041074255","https://openalex.org/W2042614373","https://openalex.org/W2054613048","https://openalex.org/W2067521239","https://openalex.org/W2079674650","https://openalex.org/W2096942889","https://openalex.org/W2104017387","https://openalex.org/W2112076978","https://openalex.org/W2119315254","https://openalex.org/W2120943950","https://openalex.org/W2121906195","https://openalex.org/W2131658761","https://openalex.org/W2136000097","https://openalex.org/W2138303593","https://openalex.org/W2149706766","https://openalex.org/W2158275940","https://openalex.org/W2158292827","https://openalex.org/W2272106152","https://openalex.org/W2607893089","https://openalex.org/W2911854988","https://openalex.org/W2912934387","https://openalex.org/W2914587038","https://openalex.org/W3022593335","https://openalex.org/W3085162807","https://openalex.org/W3139831614","https://openalex.org/W4206727053","https://openalex.org/W4212883601","https://openalex.org/W4234760406","https://openalex.org/W4236137412","https://openalex.org/W4242746271","https://openalex.org/W4249215961","https://openalex.org/W4400691107","https://openalex.org/W6633402183","https://openalex.org/W6676769703","https://openalex.org/W6843735874","https://openalex.org/W7026550763"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W3031052312","https://openalex.org/W4389568370","https://openalex.org/W3032375762","https://openalex.org/W1995515455","https://openalex.org/W2080531066","https://openalex.org/W3108674512","https://openalex.org/W1506200166","https://openalex.org/W1489783725","https://openalex.org/W2148612803"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":5},{"year":2016,"cited_by_count":8},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":5},{"year":2012,"cited_by_count":5}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}