{"id":"https://openalex.org/W1976446495","doi":"https://doi.org/10.1109/hpcs.2010.5547102","title":"A top-down construction of class decision trees with selected features and classifiers","display_name":"A top-down construction of class decision trees with selected features and classifiers","publication_year":2010,"publication_date":"2010-06-01","ids":{"openalex":"https://openalex.org/W1976446495","doi":"https://doi.org/10.1109/hpcs.2010.5547102","mag":"1976446495"},"language":"en","primary_location":{"id":"doi:10.1109/hpcs.2010.5547102","is_oa":false,"landing_page_url":"https://doi.org/10.1109/hpcs.2010.5547102","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 International Conference on High Performance Computing &amp; Simulation","raw_type":"proceedings-article"},"type":"article","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/A5077958006","display_name":"Kazuaki Aoki","orcid":null},"institutions":[{"id":"https://openalex.org/I205349734","display_name":"Hokkaido University","ror":"https://ror.org/02e16g702","country_code":"JP","type":"education","lineage":["https://openalex.org/I205349734"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Kazuaki Aoki","raw_affiliation_strings":["Division of Computer Science Graduate School of Information Science and Technology, Hokkaido University, Sapporo, Japan","Computer Science, Graduate School of Information Science and Technology, Hokkaido University, Sapporo 060-0814, JAPAN"],"affiliations":[{"raw_affiliation_string":"Division of Computer Science Graduate School of Information Science and Technology, Hokkaido University, Sapporo, Japan","institution_ids":["https://openalex.org/I205349734"]},{"raw_affiliation_string":"Computer Science, Graduate School of Information Science and Technology, Hokkaido University, Sapporo 060-0814, JAPAN","institution_ids":["https://openalex.org/I205349734"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078972540","display_name":"Mineichi Kudo","orcid":"https://orcid.org/0000-0003-1013-3870"},"institutions":[{"id":"https://openalex.org/I205349734","display_name":"Hokkaido University","ror":"https://ror.org/02e16g702","country_code":"JP","type":"education","lineage":["https://openalex.org/I205349734"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Mineichi Kudo","raw_affiliation_strings":["Division of Computer Science Graduate School of Information Science and Technology, Hokkaido University, Sapporo, Japan","Computer Science, Graduate School of Information Science and Technology, Hokkaido University, Sapporo 060-0814, JAPAN"],"affiliations":[{"raw_affiliation_string":"Division of Computer Science Graduate School of Information Science and Technology, Hokkaido University, Sapporo, Japan","institution_ids":["https://openalex.org/I205349734"]},{"raw_affiliation_string":"Computer Science, Graduate School of Information Science and Technology, Hokkaido University, Sapporo 060-0814, JAPAN","institution_ids":["https://openalex.org/I205349734"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5077958006"],"corresponding_institution_ids":["https://openalex.org/I205349734"],"apc_list":null,"apc_paid":null,"fwci":0.6937,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.81316294,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":"15","issue":null,"first_page":"390","last_page":"398"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9972000122070312,"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":0.9972000122070312,"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/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9889000058174133,"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/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9847999811172485,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.7023115754127502},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6408553719520569},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.6070547699928284},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5778534412384033},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4207102358341217}],"concepts":[{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.7023115754127502},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6408553719520569},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.6070547699928284},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5778534412384033},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4207102358341217}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/hpcs.2010.5547102","is_oa":false,"landing_page_url":"https://doi.org/10.1109/hpcs.2010.5547102","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 International Conference on High Performance Computing &amp; Simulation","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.6600000262260437,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W100414904","https://openalex.org/W1494211488","https://openalex.org/W1554944419","https://openalex.org/W1569576709","https://openalex.org/W1587362683","https://openalex.org/W1588401315","https://openalex.org/W1594031697","https://openalex.org/W1598207381","https://openalex.org/W1606544556","https://openalex.org/W1676820704","https://openalex.org/W1981959369","https://openalex.org/W1984514442","https://openalex.org/W2002531683","https://openalex.org/W2012514949","https://openalex.org/W2014915963","https://openalex.org/W2039958503","https://openalex.org/W2065004162","https://openalex.org/W2072026441","https://openalex.org/W2097961679","https://openalex.org/W2116444583","https://openalex.org/W2137677098","https://openalex.org/W2611804663","https://openalex.org/W2785884112","https://openalex.org/W3120740533","https://openalex.org/W4213060883","https://openalex.org/W4250886557","https://openalex.org/W4285719527","https://openalex.org/W6633435507","https://openalex.org/W6635036808","https://openalex.org/W6635310694","https://openalex.org/W6637266410","https://openalex.org/W6666767994","https://openalex.org/W6788247690","https://openalex.org/W6843735874","https://openalex.org/W6844382842","https://openalex.org/W7035822053"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W3107602296","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347"],"abstract_inverted_index":{"Tree-type":[0],"expression":[1],"of":[2,23,71,89],"multi-class":[3],"problems":[4],"is":[5,47],"known":[6],"to":[7,33,78],"be":[8],"useful":[9],"for":[10,19],"drawing":[11],"several":[12],"insights":[13],"from":[14],"a":[15,30,36,39,44,56],"given":[16],"problem":[17],"and":[18,60,74,85],"improving":[20],"the":[21,69,86],"performance":[22],"classifiers.":[24],"The":[25],"authors":[26],"have":[27],"already":[28],"proposed":[29],"bottom-up":[31],"procedure":[32,46],"construct":[34],"such":[35],"tree,":[37],"called":[38],"\u201cclass":[40],"decision":[41,83],"tree\u201d,":[42],"but":[43],"top-down":[45,58],"still":[48],"worth":[49],"studying.":[50],"In":[51,65],"this":[52],"paper,":[53],"we":[54,67],"propose":[55],"simple":[57],"procedure,":[59],"compare":[61],"those":[62],"two":[63],"procedures.":[64],"addition,":[66],"discuss":[68],"effectiveness":[70],"classifier":[72],"selection":[73,76],"feature":[75],"applied":[77],"every":[79],"node":[80],"in":[81],"class":[82],"trees,":[84],"preferable":[87],"order":[88],"them":[90],"as":[91],"well.":[92]},"counts_by_year":[{"year":2021,"cited_by_count":2},{"year":2012,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
