{"id":"https://openalex.org/W1561659567","doi":"https://doi.org/10.1007/978-3-642-02976-9_39","title":"Subgroup Discovery in Data Sets with Multi\u2013dimensional Responses: A Method and a Case Study in Traumatology","display_name":"Subgroup Discovery in Data Sets with Multi\u2013dimensional Responses: A Method and a Case Study in Traumatology","publication_year":2009,"publication_date":"2009-01-01","ids":{"openalex":"https://openalex.org/W1561659567","doi":"https://doi.org/10.1007/978-3-642-02976-9_39","mag":"1561659567"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-642-02976-9_39","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-02976-9_39","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5024785818","display_name":"Lan Umek","orcid":"https://orcid.org/0000-0003-2730-2597"},"institutions":[{"id":"https://openalex.org/I153976015","display_name":"University of Ljubljana","ror":"https://ror.org/05njb9z20","country_code":"SI","type":"education","lineage":["https://openalex.org/I153976015"]}],"countries":["SI"],"is_corresponding":true,"raw_author_name":"Lan Umek","raw_affiliation_strings":["Faculty of Computer and Information Sciences, University of Ljubljana, Slovenia"],"affiliations":[{"raw_affiliation_string":"Faculty of Computer and Information Sciences, University of Ljubljana, Slovenia","institution_ids":["https://openalex.org/I153976015"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073792028","display_name":"Bla\u017e Zupan","orcid":"https://orcid.org/0000-0002-5864-7056"},"institutions":[{"id":"https://openalex.org/I181547552","display_name":"Baylor College of Medicine","ror":"https://ror.org/02pttbw34","country_code":"US","type":"education","lineage":["https://openalex.org/I181547552","https://openalex.org/I2801539370"]},{"id":"https://openalex.org/I153976015","display_name":"University of Ljubljana","ror":"https://ror.org/05njb9z20","country_code":"SI","type":"education","lineage":["https://openalex.org/I153976015"]}],"countries":["SI","US"],"is_corresponding":false,"raw_author_name":"Bla\u017e Zupan","raw_affiliation_strings":["Dept. of Human and Mol. Genetics, Baylor College of Medicine, Houston, USA","Faculty of Computer and Information Sciences, University of Ljubljana, Slovenia"],"affiliations":[{"raw_affiliation_string":"Dept. of Human and Mol. Genetics, Baylor College of Medicine, Houston, USA","institution_ids":["https://openalex.org/I181547552"]},{"raw_affiliation_string":"Faculty of Computer and Information Sciences, University of Ljubljana, Slovenia","institution_ids":["https://openalex.org/I153976015"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080831166","display_name":"Marko Toplak","orcid":"https://orcid.org/0000-0003-4413-1603"},"institutions":[{"id":"https://openalex.org/I153976015","display_name":"University of Ljubljana","ror":"https://ror.org/05njb9z20","country_code":"SI","type":"education","lineage":["https://openalex.org/I153976015"]}],"countries":["SI"],"is_corresponding":false,"raw_author_name":"Marko Toplak","raw_affiliation_strings":["Faculty of Computer and Information Sciences, University of Ljubljana, Slovenia"],"affiliations":[{"raw_affiliation_string":"Faculty of Computer and Information Sciences, University of Ljubljana, Slovenia","institution_ids":["https://openalex.org/I153976015"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086950475","display_name":"Annie Morin","orcid":null},"institutions":[{"id":"https://openalex.org/I56067802","display_name":"Universit\u00e9 de Rennes","ror":"https://ror.org/015m7wh34","country_code":"FR","type":"education","lineage":["https://openalex.org/I56067802"]},{"id":"https://openalex.org/I2802519937","display_name":"Institut de Recherche en Informatique et Syst\u00e8mes Al\u00e9atoires","ror":"https://ror.org/00myn0z94","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I205703379","https://openalex.org/I2802204017","https://openalex.org/I2802519937","https://openalex.org/I28221208","https://openalex.org/I4210127572","https://openalex.org/I4210159245","https://openalex.org/I56067802"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Annie Morin","raw_affiliation_strings":["IRISA, Universite de Rennes 1, Rennes cedex, 35042, France"],"affiliations":[{"raw_affiliation_string":"IRISA, Universite de Rennes 1, Rennes cedex, 35042, France","institution_ids":["https://openalex.org/I56067802","https://openalex.org/I2802519937"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110206751","display_name":"Jean-Hugues Chauchat","orcid":null},"institutions":[{"id":"https://openalex.org/I100532134","display_name":"Universit\u00e9 Claude Bernard Lyon 1","ror":"https://ror.org/029brtt94","country_code":"FR","type":"education","lineage":["https://openalex.org/I100532134","https://openalex.org/I203339264"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Jean-Hugues Chauchat","raw_affiliation_strings":["Universite de Lyon, ERIC-Lyon 2, 69676, Bron Cedex, France"],"affiliations":[{"raw_affiliation_string":"Universite de Lyon, ERIC-Lyon 2, 69676, Bron Cedex, France","institution_ids":["https://openalex.org/I100532134"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013220566","display_name":"Gregor Makovec","orcid":null},"institutions":[{"id":"https://openalex.org/I2801323708","display_name":"Ljubljana University Medical Centre","ror":"https://ror.org/01nr6fy72","country_code":"SI","type":"healthcare","lineage":["https://openalex.org/I2801323708"]}],"countries":["SI"],"is_corresponding":false,"raw_author_name":"Gregor Makovec","raw_affiliation_strings":["Dept. of Traumatology, University Clinical Centre, Ljubljana, Slovenia"],"affiliations":[{"raw_affiliation_string":"Dept. of Traumatology, University Clinical Centre, Ljubljana, Slovenia","institution_ids":["https://openalex.org/I2801323708"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067620515","display_name":"Dragica Smrke","orcid":"https://orcid.org/0000-0003-0515-3527"},"institutions":[{"id":"https://openalex.org/I2801323708","display_name":"Ljubljana University Medical Centre","ror":"https://ror.org/01nr6fy72","country_code":"SI","type":"healthcare","lineage":["https://openalex.org/I2801323708"]}],"countries":["SI"],"is_corresponding":false,"raw_author_name":"Dragica Smrke","raw_affiliation_strings":["Dept. of Traumatology, University Clinical Centre, Ljubljana, Slovenia"],"affiliations":[{"raw_affiliation_string":"Dept. of Traumatology, University Clinical Centre, Ljubljana, Slovenia","institution_ids":["https://openalex.org/I2801323708"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5024785818"],"corresponding_institution_ids":["https://openalex.org/I153976015"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":1.4472,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.82725915,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"265","last_page":"274"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10181","display_name":"Natural Language Processing Techniques","score":0.9925000071525574,"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/T10181","display_name":"Natural Language Processing Techniques","score":0.9925000071525574,"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":0.9797000288963318,"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/T10028","display_name":"Topic Modeling","score":0.9678999781608582,"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":0.7253659963607788},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6048640012741089},{"id":"https://openalex.org/keywords/contingency-table","display_name":"Contingency table","score":0.5892993211746216},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.48948347568511963},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4770176410675049},{"id":"https://openalex.org/keywords/medoid","display_name":"Medoid","score":0.4374937415122986},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.41308289766311646},{"id":"https://openalex.org/keywords/dependency","display_name":"Dependency (UML)","score":0.41197511553764343},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3839299976825714},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3455166518688202},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3218008279800415},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1524539291858673}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7253659963607788},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6048640012741089},{"id":"https://openalex.org/C91998498","wikidata":"https://www.wikidata.org/wiki/Q1541178","display_name":"Contingency table","level":2,"score":0.5892993211746216},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.48948347568511963},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4770176410675049},{"id":"https://openalex.org/C63085389","wikidata":"https://www.wikidata.org/wiki/Q4287912","display_name":"Medoid","level":3,"score":0.4374937415122986},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.41308289766311646},{"id":"https://openalex.org/C19768560","wikidata":"https://www.wikidata.org/wiki/Q320727","display_name":"Dependency (UML)","level":2,"score":0.41197511553764343},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3839299976825714},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3455166518688202},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3218008279800415},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1524539291858673},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-642-02976-9_39","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-02976-9_39","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1493454437","https://openalex.org/W1546338409","https://openalex.org/W1549710828","https://openalex.org/W1583837637","https://openalex.org/W1805472169","https://openalex.org/W1808644423","https://openalex.org/W1987971958","https://openalex.org/W1989373239","https://openalex.org/W2033626294","https://openalex.org/W2071949631","https://openalex.org/W2110065044","https://openalex.org/W2113340410","https://openalex.org/W2129629237","https://openalex.org/W2138303593","https://openalex.org/W2146362867","https://openalex.org/W2499480955","https://openalex.org/W2999729612","https://openalex.org/W3202239959","https://openalex.org/W4210774122","https://openalex.org/W4236791902"],"related_works":["https://openalex.org/W3133849001","https://openalex.org/W2022056881","https://openalex.org/W2081066201","https://openalex.org/W3048556888","https://openalex.org/W2796920651","https://openalex.org/W3001524306","https://openalex.org/W1520302806","https://openalex.org/W4206843815","https://openalex.org/W2587710587","https://openalex.org/W2100425112"],"abstract_inverted_index":null,"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}