{"id":"https://openalex.org/W1943913723","doi":"https://doi.org/10.1007/978-3-642-03348-3_60","title":"Discovery of Significant Classification Rules from Incrementally Inducted Decision Tree Ensemble for Diagnosis of Disease","display_name":"Discovery of Significant Classification Rules from Incrementally Inducted Decision Tree Ensemble for Diagnosis of Disease","publication_year":2009,"publication_date":"2009-01-01","ids":{"openalex":"https://openalex.org/W1943913723","doi":"https://doi.org/10.1007/978-3-642-03348-3_60","mag":"1943913723"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-642-03348-3_60","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-03348-3_60","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/A5055838198","display_name":"Minghao Piao","orcid":"https://orcid.org/0000-0001-7348-0752"},"institutions":[{"id":"https://openalex.org/I163753206","display_name":"Chungbuk National University","ror":"https://ror.org/02wnxgj78","country_code":"KR","type":"education","lineage":["https://openalex.org/I163753206"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Minghao Piao","raw_affiliation_strings":["Database/Bioinformatics Lab, Chungbuk National University, 361-763, Cheongju, Korea"],"affiliations":[{"raw_affiliation_string":"Database/Bioinformatics Lab, Chungbuk National University, 361-763, Cheongju, Korea","institution_ids":["https://openalex.org/I163753206"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087726409","display_name":"Jong Bum Lee","orcid":"https://orcid.org/0000-0002-8319-5055"},"institutions":[{"id":"https://openalex.org/I163753206","display_name":"Chungbuk National University","ror":"https://ror.org/02wnxgj78","country_code":"KR","type":"education","lineage":["https://openalex.org/I163753206"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jong Bum Lee","raw_affiliation_strings":["Database/Bioinformatics Lab, Chungbuk National University, 361-763, Cheongju, Korea"],"affiliations":[{"raw_affiliation_string":"Database/Bioinformatics Lab, Chungbuk National University, 361-763, Cheongju, Korea","institution_ids":["https://openalex.org/I163753206"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084828574","display_name":"Khalid Saeed","orcid":"https://orcid.org/0000-0002-7741-7045"},"institutions":[{"id":"https://openalex.org/I163753206","display_name":"Chungbuk National University","ror":"https://ror.org/02wnxgj78","country_code":"KR","type":"education","lineage":["https://openalex.org/I163753206"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Khalid E. K. Saeed","raw_affiliation_strings":["Database/Bioinformatics Lab, Chungbuk National University, 361-763, Cheongju, Korea"],"affiliations":[{"raw_affiliation_string":"Database/Bioinformatics Lab, Chungbuk National University, 361-763, Cheongju, Korea","institution_ids":["https://openalex.org/I163753206"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043932631","display_name":"Keun Ho Ryu","orcid":"https://orcid.org/0000-0003-0394-9054"},"institutions":[{"id":"https://openalex.org/I163753206","display_name":"Chungbuk National University","ror":"https://ror.org/02wnxgj78","country_code":"KR","type":"education","lineage":["https://openalex.org/I163753206"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Keun Ho Ryu","raw_affiliation_strings":["Database/Bioinformatics Lab, Chungbuk National University, 361-763, Cheongju, Korea"],"affiliations":[{"raw_affiliation_string":"Database/Bioinformatics Lab, Chungbuk National University, 361-763, Cheongju, Korea","institution_ids":["https://openalex.org/I163753206"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5055838198"],"corresponding_institution_ids":["https://openalex.org/I163753206"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":2.2838,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.88690288,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"587","last_page":"594"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9969000220298767,"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":0.9969000220298767,"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":0.9835000038146973,"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/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9735000133514404,"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":0.836582362651825},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.820411205291748},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6094655990600586},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6018677949905396},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5881535410881042},{"id":"https://openalex.org/keywords/ensemble-learning","display_name":"Ensemble learning","score":0.5183147192001343},{"id":"https://openalex.org/keywords/tree","display_name":"Tree (set theory)","score":0.48021063208580017},{"id":"https://openalex.org/keywords/incremental-decision-tree","display_name":"Incremental decision tree","score":0.47829681634902954},{"id":"https://openalex.org/keywords/decision-tree-learning","display_name":"Decision tree learning","score":0.47440385818481445},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4544009864330292},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07588911056518555}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.836582362651825},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.820411205291748},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6094655990600586},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6018677949905396},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5881535410881042},{"id":"https://openalex.org/C45942800","wikidata":"https://www.wikidata.org/wiki/Q245652","display_name":"Ensemble learning","level":2,"score":0.5183147192001343},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.48021063208580017},{"id":"https://openalex.org/C10229987","wikidata":"https://www.wikidata.org/wiki/Q17083028","display_name":"Incremental decision tree","level":4,"score":0.47829681634902954},{"id":"https://openalex.org/C5481197","wikidata":"https://www.wikidata.org/wiki/Q16766476","display_name":"Decision tree learning","level":3,"score":0.47440385818481445},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4544009864330292},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07588911056518555},{"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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-642-03348-3_60","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-03348-3_60","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":[{"display_name":"Peace, Justice and strong institutions","score":0.5099999904632568,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W167515793","https://openalex.org/W417140600","https://openalex.org/W1022211633","https://openalex.org/W1565377632","https://openalex.org/W1608342097","https://openalex.org/W2112076978","https://openalex.org/W2112841646","https://openalex.org/W2125055259","https://openalex.org/W2133632100","https://openalex.org/W2133740924","https://openalex.org/W2137646016","https://openalex.org/W2149706766","https://openalex.org/W2482589566","https://openalex.org/W2561675875","https://openalex.org/W2912934387","https://openalex.org/W3021787434","https://openalex.org/W4236137412"],"related_works":["https://openalex.org/W1982169401","https://openalex.org/W2030894524","https://openalex.org/W2591672004","https://openalex.org/W1648970942","https://openalex.org/W4243803609","https://openalex.org/W4319437832","https://openalex.org/W4387869645","https://openalex.org/W2348694184","https://openalex.org/W2356463514","https://openalex.org/W2350430350"],"abstract_inverted_index":null,"counts_by_year":[{"year":2012,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
