{"id":"https://openalex.org/W1591967245","doi":"https://doi.org/10.1007/978-3-540-30547-7_23","title":"A Performance Comparative Analysis Between Rule-Induction Algorithms and Clustering-Based Constructive Rule-Induction Algorithms. Application to Rheumatoid Arthritis","display_name":"A Performance Comparative Analysis Between Rule-Induction Algorithms and Clustering-Based Constructive Rule-Induction Algorithms. Application to Rheumatoid Arthritis","publication_year":2004,"publication_date":"2004-01-01","ids":{"openalex":"https://openalex.org/W1591967245","doi":"https://doi.org/10.1007/978-3-540-30547-7_23","mag":"1591967245"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-540-30547-7_23","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-540-30547-7_23","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":true,"oa_status":"green","oa_url":"https://oa.upm.es/81267/","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5097113555","display_name":"J. A. Sanandr\u00e9s-Ledesma","orcid":null},"institutions":[{"id":"https://openalex.org/I88060688","display_name":"Universidad Polit\u00e9cnica de Madrid","ror":"https://ror.org/03n6nwv02","country_code":"ES","type":"education","lineage":["https://openalex.org/I88060688"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"J. A. Sanandr\u00e9s-Ledesma","raw_affiliation_strings":["Medical Informatics Group, AI Lab, School of Computer Science, Polytechnical University of Madrid, Spain","Polytechnical University of Madrid"],"affiliations":[{"raw_affiliation_string":"Medical Informatics Group, AI Lab, School of Computer Science, Polytechnical University of Madrid, Spain","institution_ids":["https://openalex.org/I88060688"]},{"raw_affiliation_string":"Polytechnical University of Madrid","institution_ids":["https://openalex.org/I88060688"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069600756","display_name":"V\u00edctor Maojo","orcid":"https://orcid.org/0000-0001-5103-4292"},"institutions":[{"id":"https://openalex.org/I88060688","display_name":"Universidad Polit\u00e9cnica de Madrid","ror":"https://ror.org/03n6nwv02","country_code":"ES","type":"education","lineage":["https://openalex.org/I88060688"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Victor Maojo","raw_affiliation_strings":["Medical Informatics Group, AI Lab, School of Computer Science, Polytechnical University of Madrid, Spain","Polytechnical University of Madrid"],"affiliations":[{"raw_affiliation_string":"Medical Informatics Group, AI Lab, School of Computer Science, Polytechnical University of Madrid, Spain","institution_ids":["https://openalex.org/I88060688"]},{"raw_affiliation_string":"Polytechnical University of Madrid","institution_ids":["https://openalex.org/I88060688"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101718018","display_name":"Jos\u00e9 Crespo","orcid":"https://orcid.org/0000-0002-0772-5421"},"institutions":[{"id":"https://openalex.org/I88060688","display_name":"Universidad Polit\u00e9cnica de Madrid","ror":"https://ror.org/03n6nwv02","country_code":"ES","type":"education","lineage":["https://openalex.org/I88060688"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Jose Crespo","raw_affiliation_strings":["Medical Informatics Group, AI Lab, School of Computer Science, Polytechnical University of Madrid, Spain","Polytechnical University of Madrid"],"affiliations":[{"raw_affiliation_string":"Medical Informatics Group, AI Lab, School of Computer Science, Polytechnical University of Madrid, Spain","institution_ids":["https://openalex.org/I88060688"]},{"raw_affiliation_string":"Polytechnical University of Madrid","institution_ids":["https://openalex.org/I88060688"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042235673","display_name":"Miguel Garc\u00eda-Remesal","orcid":"https://orcid.org/0000-0002-5948-8691"},"institutions":[{"id":"https://openalex.org/I88060688","display_name":"Universidad Polit\u00e9cnica de Madrid","ror":"https://ror.org/03n6nwv02","country_code":"ES","type":"education","lineage":["https://openalex.org/I88060688"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"M. Garc\u00eda-Remesal","raw_affiliation_strings":["Medical Informatics Group, AI Lab, School of Computer Science, Polytechnical University of Madrid, Spain","Polytechnical University of Madrid"],"affiliations":[{"raw_affiliation_string":"Medical Informatics Group, AI Lab, School of Computer Science, Polytechnical University of Madrid, Spain","institution_ids":["https://openalex.org/I88060688"]},{"raw_affiliation_string":"Polytechnical University of Madrid","institution_ids":["https://openalex.org/I88060688"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5045453819","display_name":"Agust\u0131\u0301n G\u00f3mez de la C\u00e1mara","orcid":"https://orcid.org/0000-0001-6827-6319"},"institutions":[{"id":"https://openalex.org/I4210086614","display_name":"Research Institute Hospital 12 de Octubre","ror":"https://ror.org/002x1sg85","country_code":"ES","type":"healthcare","lineage":["https://openalex.org/I4210086614"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"A. G\u00f3mez de la C\u00e1mara","raw_affiliation_strings":["Clinical Epidemiology Research Unit, Hospital 12 de Octubre, Madrid, Spain","Hospital 12 de Octubre"],"affiliations":[{"raw_affiliation_string":"Clinical Epidemiology Research Unit, Hospital 12 de Octubre, Madrid, Spain","institution_ids":["https://openalex.org/I4210086614"]},{"raw_affiliation_string":"Hospital 12 de Octubre","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5097113555"],"corresponding_institution_ids":["https://openalex.org/I88060688"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.4546,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.64331353,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"224","last_page":"234"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9871000051498413,"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":0.9871000051498413,"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":0.9656999707221985,"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/T10200","display_name":"Rheumatoid Arthritis Research and Therapies","score":0.9294000267982483,"subfield":{"id":"https://openalex.org/subfields/2745","display_name":"Rheumatology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7011202573776245},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.69823157787323},{"id":"https://openalex.org/keywords/rule-induction","display_name":"Rule induction","score":0.6915419101715088},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.6528773307800293},{"id":"https://openalex.org/keywords/constructive","display_name":"Constructive","score":0.5975915789604187},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5841497778892517},{"id":"https://openalex.org/keywords/clinical-prediction-rule","display_name":"Clinical prediction rule","score":0.5603113770484924},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4563586711883545},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4533509612083435},{"id":"https://openalex.org/keywords/dependency","display_name":"Dependency (UML)","score":0.41680243611335754},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3532183766365051},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3478968143463135},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.0945512056350708},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.07873722910881042}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7011202573776245},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.69823157787323},{"id":"https://openalex.org/C2776780472","wikidata":"https://www.wikidata.org/wiki/Q7378945","display_name":"Rule induction","level":2,"score":0.6915419101715088},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.6528773307800293},{"id":"https://openalex.org/C2778701210","wikidata":"https://www.wikidata.org/wiki/Q28130034","display_name":"Constructive","level":3,"score":0.5975915789604187},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5841497778892517},{"id":"https://openalex.org/C2781381097","wikidata":"https://www.wikidata.org/wiki/Q5133843","display_name":"Clinical prediction rule","level":2,"score":0.5603113770484924},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4563586711883545},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4533509612083435},{"id":"https://openalex.org/C19768560","wikidata":"https://www.wikidata.org/wiki/Q320727","display_name":"Dependency (UML)","level":2,"score":0.41680243611335754},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3532183766365051},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3478968143463135},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.0945512056350708},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.07873722910881042},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-540-30547-7_23","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-540-30547-7_23","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"},{"id":"pmh:oai:oa.upm.es:81267","is_oa":true,"landing_page_url":"https://oa.upm.es/81267/","pdf_url":null,"source":{"id":"https://openalex.org/S4377196323","display_name":"UPM Digital Archive (Technical University of Madrid)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I88060688","host_organization_name":"Universidad Polit\u00e9cnica de Madrid","host_organization_lineage":["https://openalex.org/I88060688"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Biological and Medical Data Analysis 5th International Symposium, ISBMDA 2004, Barcelona, Spain, November 18-19, 2004, proceedings | Biological and Medical Data Analysis 5th International Symposium, ISBMDA 2004 | 18-19 Nov 2004 | Barcelona, Espa\u00f1a","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:oa.upm.es:81267","is_oa":true,"landing_page_url":"https://oa.upm.es/81267/","pdf_url":null,"source":{"id":"https://openalex.org/S4377196323","display_name":"UPM Digital Archive (Technical University of Madrid)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I88060688","host_organization_name":"Universidad Polit\u00e9cnica de Madrid","host_organization_lineage":["https://openalex.org/I88060688"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Biological and Medical Data Analysis 5th International Symposium, ISBMDA 2004, Barcelona, Spain, November 18-19, 2004, proceedings | Biological and Medical Data Analysis 5th International Symposium, ISBMDA 2004 | 18-19 Nov 2004 | Barcelona, Espa\u00f1a","raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.6299999952316284,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W4908236","https://openalex.org/W1492170170","https://openalex.org/W1512582406","https://openalex.org/W1513861746","https://openalex.org/W1531110464","https://openalex.org/W1559570474","https://openalex.org/W1565128901","https://openalex.org/W1569279788","https://openalex.org/W1591002430","https://openalex.org/W1700821812","https://openalex.org/W1817966645","https://openalex.org/W2012301002","https://openalex.org/W2014972070","https://openalex.org/W2020956872","https://openalex.org/W2029064186","https://openalex.org/W2033339846","https://openalex.org/W2037377025","https://openalex.org/W2042385018","https://openalex.org/W2045373010","https://openalex.org/W2051224630","https://openalex.org/W2115835211","https://openalex.org/W2125055259","https://openalex.org/W2132513611","https://openalex.org/W2135338737","https://openalex.org/W2142334564","https://openalex.org/W2239380757","https://openalex.org/W2273302878","https://openalex.org/W2418782220","https://openalex.org/W2500394235","https://openalex.org/W2612166593","https://openalex.org/W2799061466","https://openalex.org/W4244494905","https://openalex.org/W4292024691","https://openalex.org/W4292806894"],"related_works":["https://openalex.org/W2378211422","https://openalex.org/W2745001401","https://openalex.org/W4321353415","https://openalex.org/W2130974462","https://openalex.org/W972276598","https://openalex.org/W4246352526","https://openalex.org/W2028665553","https://openalex.org/W2165347852","https://openalex.org/W274680412","https://openalex.org/W1591967245"],"abstract_inverted_index":null,"counts_by_year":[{"year":2017,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}